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2020 – today
- 2024
[j183]Jinshan Yue
, Yongpan Liu, Xiaoyu Feng, Yifan He, Jingyu Wang, Zhe Yuan, Mingtao Zhan, Jiaxin Liu, Jian-Wei Su, Yen-Lin Chung, Ping-Chun Wu, Li-Yang Hong, Meng-Fan Chang, Nan Sun, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang:
An Energy-Efficient Computing-in-Memory NN Processor With Set-Associate Blockwise Sparsity and Ping-Pong Weight Update. IEEE J. Solid State Circuits 59(5): 1612-1627 (2024)- [j182]Guodong Yin, Yiming Chen, Mufeng Zhou, Wenjun Tang, Mingyen Lee, Zekun Yang, Tianyu Liao, Xirui Du, Vijaykrishnan Narayanan, Huazhong Yang, Hongyang Jia, Yongpan Liu, Xueqing Li:
Cramming More Weight Data Onto Compute-in-Memory Macros for High Task-Level Energy Efficiency Using Custom ROM With 3984-kb/mm2 Density in 65-nm CMOS. IEEE J. Solid State Circuits 59(6): 1912-1925 (2024) - [j181]Shengzhe Yan, Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu:
A 28-nm Floating-Point Computing-in-Memory Processor Using Intensive-CIM Sparse-Digital Architecture. IEEE J. Solid State Circuits 59(8): 2630-2643 (2024) - [j180]Xiaoyu Feng, Wenyu Sun, Chen Tang, Xinyuan Lin, Jinshan Yue, Huazhong Yang, Yongpan Liu:
A 28-nm Energy-Efficient Sparse Neural Network Processor for Point Cloud Applications Using Block-Wise Online Neighbor Searching. IEEE J. Solid State Circuits 59(9): 3070-3081 (2024) - [j179]Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Binbin Yuan, Huazhong Yang, Yongpan Liu:
A Dynamic Execution Neural Network Processor for Fine-Grained Mixed-Precision Model Training Based on Online Quantization Sensitivity Analysis. IEEE J. Solid State Circuits 59(9): 3082-3093 (2024) - [j178]Xinyi Yang, Yuxiang Yang, Chao Yu, Jiayu Chen, Jingchen Yu, Haibing Ren, Huazhong Yang, Yu Wang:
Active Neural Topological Mapping for Multi-Agent Exploration. IEEE Robotics Autom. Lett. 9(1): 303-310 (2024) - [j177]Jingyu Wang, Lu Zhang, Xueqing Li, Huazhong Yang, Yongpan Liu:
ULSeq-TA: Ultra-Long Sequence Attention Fusion Transformer Accelerator Supporting Grouped Sparse Softmax and Dual-Path Sparse LayerNorm. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(3): 892-905 (2024) - [j176]Lu Zhang, Dejun Mu, Jingyu Wang, Ruoyang Liu, Yifan He, Yaolei Li, Yu Tai, Shengbing Zhang, Xiaoya Fan, Huazhong Yang, Yongpan Liu:
RE-Specter: Examining the Architectural Features of Configurable CNN With Power Side-Channel. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(10): 2916-2929 (2024) - [j175]Jialong Liu, Wenjun Tang, Hongtian Li, Deyun Chen, Weihang Long, Yongpan Liu, Chen Jiang, Huazhong Yang, Xueqing Li:
TFT-Based Near-Sensor In-Memory Computing: Circuits and Architecture Perspectives of Large-Area eDRAM and ROM CiM Chips. IEEE Trans. Circuits Syst. I Regul. Pap. 71(2): 620-633 (2024) - [j174]Dingchang Hu, Siang Chen, Huazhong Yang, Guijin Wang:
Query-Guided Support Prototypes for Few-Shot 3D Indoor Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4202-4213 (2024) - [j173]Shiyao Li, Zhenhua Zhu, Hanbo Sun, Xuefei Ning, Guohao Dai, Yiming Hu, Huazhong Yang, Yu Wang:
Toward High-Accuracy and Real-Time Two-Stage Small Object Detection on FPGA. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8053-8066 (2024) - [j172]Yiming Chen, Mingyen Lee, Guohao Dai, Mufeng Zhou, Nagadastagiri Challapalle, Tianyi Wang, Yao Yu, Yongpan Liu, Yu Wang, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li:
GRAPHIC: Gather and Process Harmoniously in the Cache With High Parallelism and Flexibility. IEEE Trans. Emerg. Top. Comput. 12(1): 84-96 (2024) - [j171]Pengcheng Zhang, Xinjie Yu, Qingxin Yang, Zhen Li, Changsong Cai, Zhaoyang Yuan, Xian Zhang, Hongjian Lin, Huazhong Yang, Lizhou Liu:
Wireless Power Transfer-Based Voltage Equalizer for Scalable Cell-String Charging. IEEE Trans. Ind. Electron. 71(1): 493-503 (2024) - [j170]Lizhou Liu, Zhaotian Yan, Bin Xu, Pengcheng Zhang, Changsong Cai, Huazhong Yang:
A Highly Scalable Integrated Voltage Equalizer Based on Parallel-Transformers for High-Voltage Energy Storage Systems. IEEE Trans. Ind. Electron. 71(1): 595-603 (2024) - [j169]Taixin Li, Boran Sun, Hongtao Zhong, Yixin Xu, Vijaykrishnan Narayanan, Liang Shi, Tianyi Wang, Yao Yu, Thomas Kämpfe, Kai Ni, Huazhong Yang, Xueqing Li:
ProtFe: Low-Cost Secure Power Side-Channel Protection for General and Custom FeFET-Based Memories. ACM Trans. Design Autom. Electr. Syst. 29(1): 3:1-3:18 (2024) - [j168]Jianfeng Wang, Zhonghao Chen, Jiahao Zhang, Yixin Xu, Tongguang Yu, Ziheng Zheng, Enze Ye, Sumitha George, Huazhong Yang, Yongpan Liu, Kai Ni, Vijaykrishnan Narayanan, Xueqing Li:
A Module-Level Configuration Methodology for Programmable Camouflaged Logic. ACM Trans. Design Autom. Electr. Syst. 29(2): 39:1-39:31 (2024) - [c366]Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu:
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning. AAAI 2024: 11320-11328 - [c365]Yiming Chen, Guodong Yin, Hongtao Zhong, Mingyen Lee, Huazhong Yang, Sumitha George, Vijaykrishnan Narayanan, Xueqing Li:
ZEBRA: A Zero-Bit Robust-Accumulation Compute-In-Memory Approach for Neural Network Acceleration Utilizing Different Bitwise Patterns. ASPDAC 2024: 153-158 - [c364]Kai Zhong, Zhenhua Zhu, Guohao Dai, Hongyi Wang, Xinhao Yang, Haoyu Zhang, Jin Si, Qiuli Mao, Shulin Zeng, Ke Hong, Genghan Zhang, Huazhong Yang, Yu Wang:
FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning. ASPLOS (3) 2024: 349-366 - [c363]Xiaoyu Feng, Wenyu Sun, Xinyuan Lin, Shupei Fan, Huazhong Yang, Yongpan Liu:
A 28nm 1.2GHz 5.27TOPS/W Scalable Vision/Point Cloud Deep Fusion Processor with CAM-based Universal Mapping Unit for BEVFusion Applications. CICC 2024: 1-2 - [c362]Chengyu Huang, Kezhuo Ma, Sihao Chen, Jiaxuan Fan, Nan Sun, Huazhong Yang, Xueqing Li:
A 16-bit 10-GS/s Calibration-Free DAC Achieving <-77dBc IM3 up to 4.95GHz in 28nm CMOS. CICC 2024: 1-2 - [c361]Guodong Yin, Yiming Chen, Mingyen Lee, Xirui Du, Yue Ke, Wenjun Tang, Zhonghao Chen, Mufeng Zhou, Jinshan Yue, Huazhong Yang, Hongyang Jia, Yongpan Liu, Xueqing Li:
A 28nm 8928Kb/mm2-Weight-Density Hybrid SRAM/ROM Compute-in-Memory Architecture Reducing >95% Weight Loading from DRAM. CICC 2024: 1-2 - [c360]Lin Zhao, Tianchen Zhao, Zinan Lin, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang:
FlashEval: Towards Fast and Accurate Evaluation of Text-to-Image Diffusion Generative Models. CVPR 2024: 16122-16131 - [c359]Taixin Li, Hongtao Zhong, Juejian Wu, Thomas Kämpfe, Kai Ni, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li:
CafeHD: A Charge-Domain FeFET-Based Compute-in-Memory Hyperdimensional Encoder with Hypervector Merging. DATE 2024: 1-6 - [c358]Jianfeng Wang, Shuwen Deng, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li:
TroScan: Enhancing On-Chip Delivery Resilience to Physical Attack Through Frequency-Triggered Key Generation. DATE 2024: 1-6 - [c357]Tongxin Xie, Tianchen Zhao, Zhenhua Zhu, Xuefei Ning, Bing Li, Guohao Dai, Huazhong Yang, Yu Wang:
DyPIM: Dynamic-Inference-Enabled Processing - In-Memory Accelerator. DATE 2024: 1-6 - [c356]Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang:
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. ICLR 2024 - [c355]Xuefei Ning, Zinan Lin, Zixuan Zhou, Zifu Wang, Huazhong Yang, Yu Wang:
Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation. ICLR 2024 - [c354]Shiyao Li, Xuefei Ning, Luning Wang, Tengxuan Liu, Xiangsheng Shi, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang:
Evaluating Quantized Large Language Models. ICML 2024 - [c353]Bowen Liu, Yangkun Hou, Yueshan Qin, Jiwei Zou, Hanbin Ma, Yongpan Liu, Huazhong Yang, Xueqing Li, Chen Jiang:
A 1024-Channel Neurostimulation System Enabled by Photolithographic Organic Thin-Film Transistors with High Uniformity. ISCAS 2024: 1-5 - [c352]Yifan He, Shupei Fan, Xuan Li, Luchang Lei, Wenbin Jia, Chen Tang, Yaolei Li, Zongle Huang, Zhike Du, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu:
34.7 A 28nm 2.4Mb/mm2 6.9 - 16.3TOPS/mm2 eDRAM-LUT-Based Digital-Computing-in-Memory Macro with In-Memory Encoding and Refreshing. ISSCC 2024: 578-580 - [c351]Shiyao Li, Xuefei Ning, Shanghang Zhang, Lidong Guo, Tianchen Zhao, Huazhong Yang, Yu Wang:
TCP: Triplet Contrastive-relationship Preserving for Class-Incremental Learning. WACV 2024: 2020-2029 - [i74]Shiyao Li, Xuefei Ning, Luning Wang, Tengxuan Liu, Xiangsheng Shi, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang:
Evaluating Quantized Large Language Models. CoRR abs/2402.18158 (2024) - [i73]Lin Zhao, Tianchen Zhao, Zinan Lin, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang:
FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models. CoRR abs/2403.16379 (2024) - [i72]Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Matthew B. Blaschko, Sergey Yekhanin, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang:
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better. CoRR abs/2404.02241 (2024) - [i71]Jinwei Zeng, Chao Yu, Xinyi Yang, Wenxuan Ao, Jian Yuan, Yong Li, Yu Wang, Huazhong Yang:
CityLight: A Universal Model Towards Real-world City-scale Traffic Signal Control Coordination. CoRR abs/2406.02126 (2024) - [i70]Tianchen Zhao, Tongcheng Fang, Enshu Liu, Rui Wan, Widyadewi Soedarmadji, Shiyao Li, Zinan Lin, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning, Yu Wang:
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation. CoRR abs/2406.02540 (2024) - [i69]Xuefei Ning, Zifu Wang, Shiyao Li, Zinan Lin, Peiran Yao, Tianyu Fu, Matthew B. Blaschko, Guohao Dai, Huazhong Yang, Yu Wang:
Can LLMs Learn by Teaching? A Preliminary Study. CoRR abs/2406.14629 (2024) - [i68]Tianyu Fu, Haofeng Huang, Xuefei Ning, Genghan Zhang, Boju Chen, Tianqi Wu, Hongyi Wang, Zixiao Huang, Shiyao Li, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang:
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression. CoRR abs/2406.14909 (2024) - [i67]Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Matthew B. Blaschko, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang:
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs. CoRR abs/2407.00945 (2024) - [i66]Jiayu Chen, Chao Yu, Guosheng Li, Wenhao Tang, Xinyi Yang, Botian Xu, Huazhong Yang, Yu Wang:
Multi-UAV Pursuit-Evasion with Online Planning in Unknown Environments by Deep Reinforcement Learning. CoRR abs/2409.15866 (2024) - 2023
- [j167]Xuefei Ning, Yin Zheng, Zixuan Zhou, Tianchen Zhao, Huazhong Yang, Yu Wang:
A Generic Graph-Based Neural Architecture Encoding Scheme With Multifaceted Information. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 7955-7969 (2023) - [j166]Shulin Zeng, Guohao Dai, Niansong Zhang, Xinhao Yang, Haoyu Zhang, Zhenhua Zhu, Huazhong Yang, Yu Wang:
Serving Multi-DNN Workloads on FPGAs: A Coordinated Architecture, Scheduling, and Mapping Perspective. IEEE Trans. Computers 72(5): 1314-1328 (2023) - [j165]Jingbo Hu, Guohao Dai, Liuzheng Wang, Liyang Lai, Yu Huang, Huazhong Yang, Yu Wang:
Adaptive Multidimensional Parallel Fault Simulation Framework on Heterogeneous System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(6): 1951-1964 (2023) - [j164]Hanbo Sun, Zhenhua Zhu, Chenyu Wang, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang:
Gibbon: An Efficient Co-Exploration Framework of NN Model and Processing-In-Memory Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 4075-4089 (2023) - [j163]Zhenhua Zhu, Hanbo Sun, Tongxin Xie, Yu Zhu, Guohao Dai, Lixue Xia, Dimin Niu, Xiaoming Chen, Xiaobo Sharon Hu, Yu Cao, Yuan Xie, Huazhong Yang, Yu Wang:
MNSIM 2.0: A Behavior-Level Modeling Tool for Processing-In-Memory Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 4112-4125 (2023) - [j162]Kai Zhong, Shulin Zeng, Wentao Hou, Guohao Dai, Zhenhua Zhu, Xuecang Zhang, Shihai Xiao, Huazhong Yang, Yu Wang:
CoGNN: An Algorithm-Hardware Co-Design Approach to Accelerate GNN Inference With Minibatch Sampling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4883-4896 (2023) - [j161]Tongda Wu, Kaisheng Ma, Jingtong Hu, Jason Xue, Jinyang Li, Xin Shi, Huazhong Yang, Yongpan Liu:
Reliable and Efficient Parallel Checkpointing Framework for Nonvolatile Processor With Concurrent Peripherals. IEEE Trans. Circuits Syst. I Regul. Pap. 70(1): 228-240 (2023) - [j160]Yushen Fu, Chengyu Huang, Longqiang Lai, Nan Sun, Xueqing Li, Huazhong Yang:
A 16-Bit 4.0-GS/s Calibration-Free 65 nm DAC Achieving >70 dBc SFDR and < -80 dBc IM3 Up to 1 GHz With Enhanced Constant-Switching-Activity Data-Weighted-Averaging. IEEE Trans. Circuits Syst. I Regul. Pap. 70(5): 1856-1867 (2023) - [j159]Wenjun Tang, Mingyen Lee, Juejian Wu, Yixin Xu, Yao Yu, Yongpan Liu, Kai Ni, Yu Wang, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li:
FeFET-Based Logic-in-Memory Supporting SA-Free Write-Back and Fully Dynamic Access With Reduced Bitline Charging Activity and Recycled Bitline Charge. IEEE Trans. Circuits Syst. I Regul. Pap. 70(6): 2398-2411 (2023) - [j158]Yiming Chen, Guodong Yin, Mufeng Zhou, Wenjun Tang, Zekun Yang, Mingyen Lee, Xirui Du, Jinshan Yue, Jiaxin Liu, Huazhong Yang, Yongpan Liu, Xueqing Li:
SAMBA: Single-ADC Multi-Bit Accumulation Compute-in-Memory Using Nonlinearity- Compensated Fully Parallel Analog Adder Tree. IEEE Trans. Circuits Syst. I Regul. Pap. 70(7): 2762-2773 (2023) - [j157]Yanan Sun, Dengfeng Wang, Liukai Xu, Yiming Chen, Zhi Li, Songyuan Liu, Weifeng He, Yongpan Liu, Huazhong Yang, Xueqing Li:
CREAM: Computing in ReRAM-Assisted Energy- and Area-Efficient SRAM for Reliable Neural Network Acceleration. IEEE Trans. Circuits Syst. I Regul. Pap. 70(8): 3198-3211 (2023) - [j156]Wenjun Tang, Jialong Liu, Chen Sun, Zijie Zheng, Yongpan Liu, Huazhong Yang, Chen Jiang, Kai Ni, Xiao Gong, Xueqing Li:
Low-Power and Scalable BEOL-Compatible IGZO TFT eDRAM-Based Charge-Domain Computing. IEEE Trans. Circuits Syst. I Regul. Pap. 70(12): 5166-5179 (2023) - [j155]Yifan He, Jinshan Yue, Xiaoyu Feng, Yuxuan Huang, Hongyang Jia, Jingyu Wang, Lu Zhang, Wenyu Sun, Huazhong Yang, Yongpan Liu:
An RRAM-Based Digital Computing-in-Memory Macro With Dynamic Voltage Sense Amplifier and Sparse-Aware Approximate Adder Tree. IEEE Trans. Circuits Syst. II Express Briefs 70(2): 416-420 (2023) - [j154]Lu Zhang, Dejun Mu, Yuxuan Huang, Jingyu Wang, Yifan He, Yaolei Li, Lizhou Liu, Kaiwei Zou, Huazhong Yang, Yongpan Liu:
Pareto Frequency-Aware Power Side-Channel Countermeasure Exploration on CNN Systolic Array. IEEE Trans. Circuits Syst. II Express Briefs 70(3): 1124-1128 (2023) - [j153]Yaolei Li, Jinshan Yue, Jingyu Wang, Chen Tang, Yifan He, Wenbin Jia, Kaiwei Zou, Lu Zhang, Huazhong Yang, Yongpan Liu:
A Weight-Reload-Eliminated Compute-in-Memory Accelerator for 60 fps 4K Super-Resolution. IEEE Trans. Circuits Syst. II Express Briefs 70(3): 1179-1183 (2023) - [j152]Yiming Chen, Yushen Fu, Mingyen Lee, Sumitha George, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li:
FAST: A Fully-Concurrent Access SRAM Topology for High Row-Wise Parallelism Applications Based on Dynamic Shift Operations. IEEE Trans. Circuits Syst. II Express Briefs 70(4): 1605-1609 (2023) - [j151]Songming Yu, Yifan He, Hongyang Jia, Wenyu Sun, Mufeng Zhou, Luchang Lei, Wentao Zhao, Guofu Ma, Huazhong Yang, Yongpan Liu:
A Heterogeneous Microprocessor Based on All-Digital Compute-in-Memory for End-to-End AIoT Inference. IEEE Trans. Circuits Syst. II Express Briefs 70(8): 3099-3103 (2023) - [j150]Bin Xu, Lizhou Liu, Zhaotian Yan, Zhuqing Yuan, Lu Zhang, Wei Zhou, Ruikun Mai, Zhengyou He, Yongpan Liu, Huazhong Yang:
Modularized Equalization Architecture With Transformer-Based Integrating Voltage Equalizer for the Series-Connected Battery Pack in Electric Bicycles. IEEE Trans. Ind. Electron. 70(7): 6984-6992 (2023) - [j149]Yushen Fu, Chengyu Huang, Limeng Sun, Weiguang Meng, Xueqing Li, Huazhong Yang:
A 6.0-GS/s Time-Interleaved DAC Using an Asymmetric Current-Tree Summation Network and Differential Clock Timing Calibration. IEEE Trans. Very Large Scale Integr. Syst. 31(2): 199-209 (2023) - [j148]Lizhou Liu, Zhaotian Yan, Bin Xu, Pengcheng Zhang, Changsong Cai, Huazhong Yang, Lu Zhang, Shunli Wang:
A Single-Magnetic Bidirectional Integrated Equalizer Using Multi-Winding Transformer and Voltage Multiplier for Hybrid Energy Storage System. IEEE Trans. Veh. Technol. 72(6): 7318-7327 (2023) - [c350]Xiangsheng Shi, Xuefei Ning, Lidong Guo, Tianchen Zhao, Enshu Liu, Yi Cai, Yuhan Dong, Huazhong Yang, Yu Wang:
Memory-Oriented Structural Pruning for Efficient Image Restoration. AAAI 2023: 2245-2253 - [c349]Yi Cai, Xuefei Ning, Huazhong Yang, Yu Wang:
Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness. AAAI 2023: 14738-14747 - [c348]Xiaoyu Feng, Wenyu Sun, Shupei Fan, Chen Tang, Yixiong Yang, Jinshan Yue, Qingmin Liao, Huazhong Yang, Yongpan Liu:
A Demonstration Platform for Large-Scaled Point Cloud Network Based on 28nm 2D/3D Unified Sparse Convolution Accelerator. AICAS 2023: 1-2 - [c347]Jianfeng Wang, Zhonghao Chen, Yiming Chen, Yixin Xu, Tianyi Wang, Yao Yu, Vijaykrishnan Narayanan, Sumitha George, Huazhong Yang, Xueqing Li:
WeightLock: A Mixed-Grained Weight Encryption Approach Using Local Decrypting Units for Ciphertext Computing in DNN Accelerators. AICAS 2023: 1-5 - [c346]Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Huazhong Yang, Yongpan Liu:
Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics. ASP-DAC 2023: 372-377 - [c345]Wentao Hou, Kai Zhong, Shulin Zeng, Guohao Dai, Huazhong Yang, Yu Wang:
NTGAT: A Graph Attention Network Accelerator with Runtime Node Tailoring. ASP-DAC 2023: 645-650 - [c344]Shuang Wang, Weiliang Chen, Xueqing Li, Leibo Liu, Huazhong Yang:
A 10TFLOPS Datacenter-Oriented GPU with 4-Corner Stacked 64GB Memory by The Means of 2.5D Packaging Technology. A-SSCC 2023: 1-3 - [c343]Hedi Wang, Zengwei Wang, Yaolei Li, Chen Tang, Jinxu Gao, Huazhong Yang, Yongpan Liu:
A 28nm 386.5GOPS/W Coarse-Grained DSP Using Configurable Processing Elements for Always-on Computation with FPGA Implementation. A-SSCC 2023: 1-3 - [c342]Chao Yu, Xinyi Yang, Jiaxuan Gao, Jiayu Chen, Yunfei Li, Jijia Liu, Yunfei Xiang, Ruixin Huang, Huazhong Yang, Yi Wu, Yu Wang:
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration. AAMAS 2023: 1107-1115 - [c341]Xinyi Yang, Shiyu Huang, Yiwen Sun, Yuxiang Yang, Chao Yu, Wei-Wei Tu, Huazhong Yang, Yu Wang:
Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation. AAMAS 2023: 1652-1660 - [c340]Yixiong Yang, Ruoyang Liu, Chenhan Wei, Wenxun Wang, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu:
A 28nm 1.07TFLOPS/mm2 Dynamic-Precision Training Processor with Online Dynamic Execution and Multi- Level-Aligned Block-FP Processing. CICC 2023: 1-2 - [c339]Mingyen Lee, Wenjun Tang, Yiming Chen, Juejian Wu, Hongtao Zhong, Yixin Xu, Yongpan Liu, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li:
Victor: A Variation-resilient Approach Using Cell-Clustered Charge-domain computing for High-density High-throughput MLC CiM. DAC 2023: 1-6 - [c338]Shiyao Li, Zhenhua Zhu, Yu Zhu, Qingpeng Zhu, Jiangwei Zhang, Wenxiu Sun, Guohao Dai, Fei Qiao, Huazhong Yang, Yu Wang:
Memory-Efficient and Real-Time SPAD-based dToF Depth Sensor with Spatial and Statistical Correlation. DAC 2023: 1-6 - [c337]Hongtao Zhong, Zhonghao Chen, Wenqin Huangfu, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li:
ASMCap: An Approximate String Matching Accelerator for Genome Sequence Analysis Based on Capacitive Content Addressable Memory. DAC 2023: 1-6 - [c336]Zhenhua Zhu, Jun Liu, Guohao Dai, Shulin Zeng, Bing Li, Huazhong Yang, Yu Wang:
Processing-In-Hierarchical-Memory Architecture for Billion-Scale Approximate Nearest Neighbor Search. DAC 2023: 1-6 - [c335]Yu Zhu, Zhenhua Zhu, Guohao Dai, Fengbin Tu, Hanbo Sun, Kwang-Ting Cheng, Huazhong Yang, Yu Wang:
PIM-HLS: An Automatic Hardware Generation Tool for Heterogeneous Processing-In-Memory-based Neural Network Accelerators. DAC 2023: 1-6 - [c334]Tianyu Fu, Chiyue Wei, Zhenhua Zhu, Shang Yang, Zhongming Yu, Guohao Dai, Huazhong Yang, Yu Wang:
CLAP: Locality Aware and Parallel Triangle Counting with Content Addressable Memory. DATE 2023: 1-6 - [c333]Hanbo Sun, Tongxin Xie, Zhenhua Zhu, Guohao Dai, Huazhong Yang, Yu Wang:
Minimizing Communication Conflicts in Network-On-Chip Based Processing-In-Memory Architecture. DATE 2023: 1-6 - [c332]Jiangwei Zhang, Chong Wang, Zhenhua Zhu, Donald Kline, Alex K. Jones, Huazhong Yang, Yu Wang:
Realizing Extreme Endurance Through Fault-aware Wear Leveling and Improved Tolerance. HPCA 2023: 964-976 - [c331]Jun Liu, Guohao Dai, Hao Xia, Lidong Guo, Xiangsheng Shi, Jiaming Xu, Huazhong Yang, Yu Wang:
TSTC: Two-Level Sparsity Tensor Core Enabling both Algorithm Flexibility and Hardware Efficiency. ICCAD 2023: 1-9 - [c330]Juejian Wu, Tianyu Liao, Taixin Li, Yixin Xu, Vijaykrishnan Narayanan, Yongpan Liu, Huazhong Yang, Xueqing Li:
Lowering Latency of Embedded Memory by Exploiting In-Cell Victim Cache Hierarchy Based on Emerging Multi-Level Memory Devices. ICCAD 2023: 1-9 - [c329]Tianchen Zhao, Xuefei Ning, Ke Hong, Zhongyuan Qiu, Pu Lu, Yali Zhao, Linfeng Zhang, Lipu Zhou, Guohao Dai, Huazhong Yang, Yu Wang:
Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection. ICCV 2023: 17682-17692 - [c328]Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang:
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models. ICML 2023: 21915-21936 - [c327]Yifan He, Haikang Diao, Chen Tang, Wenbin Jia, Xiyuan Tang, Yuan Wang, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu:
A 28nm 38-to-102-TOPS/W 8b Multiply-Less Approximate Digital SRAM Compute-In-Memory Macro for Neural-Network Inference. ISSCC 2023: 130-131 - [c326]Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu:
A 28nm 16.9-300TOPS/W Computing-in-Memory Processor Supporting Floating-Point NN Inference/Training with Intensive-CIM Sparse-Digital Architecture. ISSCC 2023: 252-253 - [c325]Wenyu Sun, Xiaoyu Feng, Chen Tang, Shupei Fan, Yixiong Yang, Jinshan Yue, Huazhong Yang, Yongpan Liu:
A 28nm 2D/3D Unified Sparse Convolution Accelerator with Block-Wise Neighbor Searcher for Large-Scaled Voxel-Based Point Cloud Network. ISSCC 2023: 328-329 - [c324]Taixin Li, Hongtao Zhong, Sumitha George, Vijaykrishnan Narayanan, Liang Shi, Huazhong Yang, Xueqing Li:
Design Exploration of Dynamic Multi-Level Ternary Content-Addressable Memory Using Nanoelectromechanical Relays. ISVLSI 2023: 1-6 - [c323]Hongtao Zhong, Yu Zhu, Longfei Luo, Taixin Li, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Vijaykrishnan Narayanan, Yongpan Liu, Liang Shi, Huazhong Yang, Xueqing Li:
Fe-GCN: A 3D FeFET Memory Based PIM Accelerator for Graph Convolutional Networks. ISVLSI 2023: 1-6 - [c322]Shulin Zeng, Zhenhua Zhu, Jun Liu, Haoyu Zhang, Guohao Dai, Zixuan Zhou, Shuangchen Li, Xuefei Ning, Yuan Xie, Huazhong Yang, Yu Wang:
DF-GAS: a Distributed FPGA-as-a-Service Architecture towards Billion-Scale Graph-based Approximate Nearest Neighbor Search. MICRO 2023: 283-296 - [c321]Jinshan Yue, Mingtao Zhan, Zi Wang, Yifan He, Yaolei Li, Songming Yu, Wenyu Sun, Lu Jie, Chunmeng Dou, Xueqing Li, Nan Sun, Huazhong Yang, Ming Liu, Yongpan Liu:
A 5.6-89.9TOPS/W Heterogeneous Computing-in-Memory SoC with High-Utilization Producer-Consumer Architecture and High-Frequency Read-Free CIM Macro. VLSI Technology and Circuits 2023: 1-2 - [i65]Chao Yu, Xinyi Yang, Jiaxuan Gao, Jiayu Chen, Yunfei Li, Jijia Liu, Yunfei Xiang, Ruixin Huang, Huazhong Yang, Yi Wu, Yu Wang:
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration. CoRR abs/2301.03398 (2023) - [i64]Xinyi Yang, Shiyu Huang, Yiwen Sun, Yuxiang Yang, Chao Yu, Wei-Wei Tu, Huazhong Yang, Yu Wang:
Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation. CoRR abs/2302.04094 (2023) - [i63]Hongtao Zhong, Zhonghao Chen, Wenqin Huangfu, Chen Wang, Yixin Xu, Tianyi Wang, Yao Yu, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li:
ASMCap: An Approximate String Matching Accelerator for Genome Sequence Analysis Based on Capacitive Content Addressable Memory. CoRR abs/2302.07478 (2023) - [i62]Enshu Liu, Xuefei Ning, Zinan Lin, Huazhong Yang, Yu Wang:
OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models. CoRR abs/2306.08860 (2023) - [i61]Tianchen Zhao, Xuefei Ning, Ke Hong, Zhongyuan Qiu, Pu Lu, Yali Zhao, Linfeng Zhang, Lipu Zhou, Guohao Dai, Huazhong Yang, Yu Wang:
Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection. CoRR abs/2307.08209 (2023) - [i60]Xuefei Ning, Zinan Lin, Zixuan Zhou, Huazhong Yang, Yu Wang:
Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding. CoRR abs/2307.15337 (2023) - [i59]Jiayu Chen, Zelai Xu, Yunfei Li, Chao Yu, Jiaming Song, Huazhong Yang, Fei Fang, Yu Wang, Yi Wu:
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning. CoRR abs/2310.04796 (2023) - [i58]Xinyi Yang, Yuxiang Yang, Chao Yu, Jiayu Chen, Jingchen Yu, Haibing Ren, Huazhong Yang, Yu Wang:
Active Neural Topological Mapping for Multi-Agent Exploration. CoRR abs/2311.00252 (2023) - [i57]Xinyi Yang, Xinting Yang, Chao Yu, Jiayu Chen, Huazhong Yang, Yu Wang:
MASP: Scalable GNN-based Planning for Multi-Agent Navigation. CoRR abs/2312.02522 (2023) - [i56]Enshu Liu, Xuefei Ning, Huazhong Yang, Yu Wang:
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models. CoRR abs/2312.07243 (2023) - [i55]Jiayu Chen, Guosheng Li, Chao Yu, Xinyi Yang, Botian Xu, Huazhong Yang, Yu Wang:
TaskFlex Solver for Multi-Agent Pursuit via Automatic Curriculum Learning. CoRR abs/2312.12255 (2023) - 2022
- [j147]Jinshan Yue, Yongpan Liu, Zhe Yuan, Xiaoyu Feng, Yifan He, Wenyu Sun, Zhixiao Zhang, Xin Si, Ruhui Liu, Zi Wang, Meng-Fan Chang, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang:
STICKER-IM: A 65 nm Computing-in-Memory NN Processor Using Block-Wise Sparsity Optimization and Inter/Intra-Macro Data Reuse. IEEE J. Solid State Circuits 57(8): 2560-2573 (2022) - [j146]Yixiong Yang, Yongpan Liu, Zhe Yuan, Wenyu Sun, Ruoyang Liu, Jingyu Wang, Jinshan Yue, Xiaoyu Feng, Zhuqing Yuan, Xueqing Li, Huazhong Yang:
A 65-nm Energy-Efficient Interframe Data Reuse Neural Network Accelerator for Video Applications. IEEE J. Solid State Circuits 57(8): 2574-2585 (2022) - [j145]Zijian Ding, Guijin Wang, Huazhong Yang, Ping Zhang, Dapeng Fu, Zhen Yang, Xinkang Wang, Xia Wang, Zhourui Xia, Chiming Zhang, Wenjie Cai, Binhang Yuan, Dongya Jia, Bo Chen, Chengbin Huang, Jing Zhang, Yi Li, Shan Yang, Runnan He:
A community effort to assess and improve computerized interpretation of 12-lead resting electrocardiogram. Medical Biol. Eng. Comput. 60(1): 33-45 (2022) - [j144]Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Zhaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang, Huazhong Yang:
INCAME: Interruptible CNN Accelerator for Multirobot Exploration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 964-978 (2022) - [j143]Jingyu Wang, Songming Yu, Zhuqing Yuan, Jinshan Yue, Zhe Yuan, Ruoyang Liu, Yanzhi Wang, Huazhong Yang, Xueqing Li, Yongpan Liu:
PACA: A Pattern Pruning Algorithm and Channel-Fused High PE Utilization Accelerator for CNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 5043-5056 (2022) - [j142]Kai Zhong, Xuefei Ning, Guohao Dai, Zhenhua Zhu, Tianchen Zhao, Shulin Zeng, Yu Wang, Huazhong Yang:
Exploring the Potential of Low-Bit Training of Convolutional Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(12): 5421-5434 (2022) - [j141]Han Xu, Ningchao Lin, Li Luo, Qi Wei, Runsheng Wang, Cheng Zhuo, Xunzhao Yin, Fei Qiao, Huazhong Yang:
Senputing: An Ultra-Low-Power Always-On Vision Perception Chip Featuring the Deep Fusion of Sensing and Computing. IEEE Trans. Circuits Syst. I Regul. Pap. 69(1): 232-243 (2022) - [j140]Yuxuan Huang, Yifan He, Jinshan Yue, Huazhong Yang, Yongpan Liu:
Accuracy Optimization With the Framework of Non-Volatile Computing-In-Memory Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 69(2): 518-529 (2022) - [j139]Yuxuan Huang, Yifan He, Jingyu Wang, Jinshan Yue, Lu Zhang, Kaiwei Zou, Huazhong Yang, Yongpan Liu:
Bit-Aware Fault-Tolerant Hybrid Retraining and Remapping Schemes for RRAM-Based Computing-in-Memory Systems. IEEE Trans. Circuits Syst. II Express Briefs 69(7): 3144-3148 (2022) - [j138]Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Shiyao Li, Guangjun Ge, Kai Zhong, Kaiyuan Guo, Yu Wang, Huazhong Yang:
A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud. ACM Trans. Reconfigurable Technol. Syst. 15(3): 24:1-24:31 (2022) - [j137]Xiaoyang Ma, Hongtao Zhong, Nuo Xiu, Yiming Chen, Guodong Yin, Vijaykrishnan Narayanan, Yongpan Liu, Kai Ni, Huazhong Yang, Xueqing Li:
CapCAM: A Multilevel Capacitive Content Addressable Memory for High-Accuracy and High-Scalability Search and Compute Applications. IEEE Trans. Very Large Scale Integr. Syst. 30(11): 1770-1782 (2022) - [c320]Yixiong Yang, Ruoyang Liu, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu:
Toward Low-Bit Neural Network Training Accelerator by Dynamic Group Accumulation. ASP-DAC 2022: 442-447 - [c319]Yuxuan Huang, Yifan He, Jinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu:
Sparsity-Aware Non-Volatile Computing-In-Memory Macro with Analog Switch Array and Low-Resolution Current-Mode ADC. ASP-DAC 2022: 684-689 - [c318]Guohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang:
Heuristic adaptability to input dynamics for SpMM on CPUs. DAC 2022: 595-600 - [c317]Yiming Chen, Guodong Yin, Zhanhong Tan, Mingyen Lee, Zekun Yang, Yongpan Liu, Huazhong Yang, Kaisheng Ma, Xueqing Li:
YOLoC: deploy large-scale neural network by ROM-based computing-in-memory using residual branch on a chip. DAC 2022: 1093-1098 - [c316]Yu Zhu, Zhenhua Zhu, Guohao Dai, Kai Zhong, Huazhong Yang, Yu Wang:
Exploiting Parallelism with Vertex-Clustering in Processing-In-Memory-based GCN Accelerators. DATE 2022: 652-657 - [c315]Hanbo Sun, Chenyu Wang, Zhenhua Zhu, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang:
Gibbon: Efficient Co-Exploration of NN Model and Processing-In-Memory Architecture. DATE 2022: 867-872 - [c314]Chao Yu, Xinyi Yang, Jiaxuan Gao, Huazhong Yang, Yu Wang, Yi Wu:
Learning Efficient Multi-agent Cooperative Visual Exploration. ECCV (39) 2022: 497-515 - [c313]Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang:
CLOSE: Curriculum Learning on the Sharing Extent Towards Better One-Shot NAS. ECCV (20) 2022: 578-594 - [c312]Yiming Chen, Guodong Yin, Mingyen Lee, Wenjun Tang, Zekun Yang, Yongpan Liu, Huazhong Yang, Xueqing Li:
Hidden-ROM: A Compute-in-ROM Architecture to Deploy Large-Scale Neural Networks on Chip with Flexible and Scalable Post-Fabrication Task Transfer Capability. ICCAD 2022: 45:1-45:9 - [c311]Xinyi Yang, Chao Yu, Jiaxuan Gao, Yu Wang, Huazhong Yang:
SAVE: Spatial-Attention Visual Exploration. ICIP 2022: 1356-1360 - [c310]Yuanfan Xu, Jincheng Yu, Jiahao Tang, Jiantao Qiu, Jian Wang, Yuan Shen, Yu Wang, Huazhong Yang:
Explore-Bench: Data Sets, Metrics and Evaluations for Frontier-based and Deep-reinforcement-learning-based Autonomous Exploration. ICRA 2022: 6225-6231 - [c309]Guohao Dai, Zhenhua Zhu, Tianyu Fu, Chiyue Wei, Bangyan Wang, Xiangyu Li, Yuan Xie, Huazhong Yang, Yu Wang:
DIMMining: pruning-efficient and parallel graph mining on near-memory-computing. ISCA 2022: 130-145 - [c308]Jianfeng Wang, Nuo Xiu, Juejian Wu, Yiming Chen, Yanan Sun, Huazhong Yang, Vijaykrishnan Narayanan, Sumitha George, Xueqing Li:
An 8T/Cell FeFET-Based Nonvolatile SRAM with Improved Density and Sub-fJ Backup and Restore Energy. ISCAS 2022: 3408-3412 - [c307]Jiangwei Zhang, Chong Wang, Yi Cai, Zhenhua Zhu, Donald Kline, Huazhong Yang, Yu Wang:
WESCO: Weight-encoded Reliability and Security Co-design for In-memory Computing Systems. ISVLSI 2022: 296-301 - [c306]Yu Wang, Shulin Zeng, Kaiyuan Guo, Xuefei Ning, Yali Zhao, Zhongyuan Qiu, Changcheng Tang, Shuang Liang, Huazhong Yang:
Efficient Autonomous Driving System Design: From Software to Hardware. ISVLSI 2022: 373-375 - [c305]Jun Liu, Zhenhua Zhu, Jingbo Hu, Hanbo Sun, Li Liu, Lingzhi Liu, Guohao Dai, Huazhong Yang, Yu Wang:
Optimizing Graph-based Approximate Nearest Neighbor Search: Stronger and Smarter. MDM 2022: 179-184 - [c304]Xuefei Ning, Zixuan Zhou, Junbo Zhao, Tianchen Zhao, Yiping Deng, Changcheng Tang, Shuang Liang, Huazhong Yang, Yu Wang:
TA-GATES: An Encoding Scheme for Neural Network Architectures. NeurIPS 2022 - [c303]Yunfei Xiang, Jiantao Qiu, Jincheng Yu, Jiahao Tang, Guangjun Ge, Yu Wang, Huazhong Yang:
A Mobile Robot Experiment System with Lightweight Simulator Generator for Deep Reinforcement Learning Algorithm. ROBIO 2022: 1508-1514 - [c302]Xuan Du, Xinyi Yang, Chao Yu, Jiaxuan Gao, Huazhong Yang, Yu Wang, Qingmin Liao:
A Benchmark of Planning-based Exploration Methods in Photo-Realistic 3D Simulator. ROBIO 2022: 1562-1567 - [c301]Dingchang Hu, Siang Chen, Huazhong Yang, Guijin Wang:
Distribution-aware Low-bit Quantization for 3D Point Cloud Networks. VCIP 2022: 1-5 - [i54]Guohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang:
Heuristic Adaptability to Input Dynamics for SpMM on GPUs. CoRR abs/2202.08556 (2022) - [i53]Yuanfan Xu, Jincheng Yu, Jiahao Tang, Jiantao Qiu, Jian Wang, Yuan Shen, Yu Wang, Huazhong Yang:
Explore-Bench: Data Sets, Metrics and Evaluations for Frontier-based and Deep-reinforcement-learning-based Autonomous Exploration. CoRR abs/2202.11931 (2022) - [i52]Yiming Chen, Yushen Fu, Mingyen Lee, Sumitha George, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li:
FAST: A Fully-Concurrent Access Technique to All SRAM Rows for Enhanced Speed and Energy Efficiency in Data-Intensive Applications. CoRR abs/2205.11088 (2022) - [i51]Yiming Chen, Guodong Yin, Zhanhong Tan, Mingyen Lee, Zekun Yang, Yongpan Liu, Huazhong Yang, Kaisheng Ma, Xueqing Li:
YOLoC: DeploY Large-Scale Neural Network by ROM-based Computing-in-Memory using ResiduaL Branch on a Chip. CoRR abs/2206.00379 (2022) - [i50]Jianfeng Wang, Zhonghao Chen, Jiahao Zhang, Yixin Xu, Tongguang Yu, Enze Ye, Ziheng Zheng, Huazhong Yang, Sumitha George, Yongpan Liu, Vijaykrishnan Narayanan, Xueqing Li:
ALL-MASK: A Reconfigurable Logic Locking Method for Multicore Architecture with Sequential-Instruction-Oriented Key. CoRR abs/2206.08087 (2022) - [i49]Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang:
CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS. CoRR abs/2207.07868 (2022) - [i48]Yiming Chen, Guohao Dai, Mufeng Zhou, Mingyen Lee, Nagadastagiri Challapalle, Guodong Yin, Zekun Yang, Yongpan Liu, Huazhong Yang, Vijaykrishnan Narayanan, Xueqing Li:
GRAPHIC: GatheR-And-Process in Highly parallel with In-SSD Compression Architecture in Very Large-Scale Graph. CoRR abs/2208.08600 (2022) - [i47]Ranran Huang, Yu Wang, Huazhong Yang:
Cross-layer Attention Network for Fine-grained Visual Categorization. CoRR abs/2210.08784 (2022) - [i46]Ruoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Huazhong Yang, Yongpan Liu:
Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics. CoRR abs/2210.17047 (2022) - [i45]Guodong Yin, Mufeng Zhou, Yiming Chen, Wenjun Tang, Zekun Yang, Mingyen Lee, Xirui Du, Jinshan Yue, Jiaxin Liu, Huazhong Yang, Yongpan Liu, Xueqing Li:
A 65nm 8b-Activation 8b-Weight SRAM-Based Charge-Domain Computing-in-Memory Macro Using A Fully-Parallel Analog Adder Network and A Single-ADC Interface. CoRR abs/2212.04320 (2022) - [i44]Hongtao Zhong, Zijie Zheng, Kai Ni, Xiao Gong, Huazhong Yang, Xueqing Li:
Eliminating Leakage in Volatile Memory with Anti-Ferroelectric Transistors. CoRR abs/2212.04973 (2022) - 2021
- [j136]Jiantao Qiu, Chao Yu, Weiling Liu, Tianxiang Yang, Jincheng Yu, Yu Wang, Huazhong Yang:
Low-Cost Multi-Agent Navigation via Reinforcement Learning With Multi-Fidelity Simulator. IEEE Access 9: 84773-84782 (2021) - [j135]Guijin Wang, Ming Chen, Zijian Ding, Jiawei Li, Huazhong Yang, Ping Zhang:
Inter-patient ECG arrhythmia heartbeat classification based on unsupervised domain adaptation. Neurocomputing 454: 339-349 (2021) - [j134]Jinshan Yue, Yongpan Liu, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang:
STICKER-T: An Energy-Efficient Neural Network Processor Using Block-Circulant Algorithm and Unified Frequency-Domain Acceleration. IEEE J. Solid State Circuits 56(6): 1936-1948 (2021) - [j133]Jiawei Li, Guijin Wang, Ming Chen, Zijian Ding, Huazhong Yang:
Mixup Asymmetric Tri-Training for Heartbeat Classification Under Domain Shift. IEEE Signal Process. Lett. 28: 718-722 (2021) - [j132]Guijin Wang, Chenchen Feng, Xiaowei Hu, Hang Wang, Huazhong Yang:
Epipolar Geometry Guided Highly Robust Structured Light 3D Imaging. IEEE Signal Process. Lett. 28: 887-891 (2021) - [j131]Hui Chen, Guijin Wang, Guodong Zhang, Ping Zhang, Huazhong Yang:
CLECG: A Novel Contrastive Learning Framework for Electrocardiogram Arrhythmia Classification. IEEE Signal Process. Lett. 28: 1993-1997 (2021) - [j130]Han Xu, Ziwei Li, Ziru Li, Deliang Fan, Fei Qiao, Qi Wei, Li Luo, Xinjun Liu, Huazhong Yang:
Reducing SRAM Reading Power With Column Data Segment and Weights Correlation Enhancement for CNN Processing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(11): 2237-2250 (2021) - [j129]Qin Li, Changlu Liu, Peiyan Dong, Yanming Zhang, Tong Li, Sheng Lin, Minda Yang, Fei Qiao, Yanzhi Wang, Li Luo, Huazhong Yang:
NS-FDN: Near-Sensor Processing Architecture of Feature-Configurable Distributed Network for Beyond-Real-Time Always-on Keyword Spotting. IEEE Trans. Circuits Syst. I Regul. Pap. 68(5): 1892-1905 (2021) - [j128]Han Xu, Ziru Li, Ningchao Lin, Qi Wei, Fei Qiao, Xunzhao Yin, Huazhong Yang:
MACSen: A Processing-In-Sensor Architecture Integrating MAC Operations Into Image Sensor for Ultra-Low-Power BNN-Based Intelligent Visual Perception. IEEE Trans. Circuits Syst. II Express Briefs 68(2): 627-631 (2021) - [j127]Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li:
Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing With Ferroelectric FETs. IEEE Trans. Circuits Syst. II Express Briefs 68(7): 2262-2266 (2021) - [j126]Guyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu, Huazhong Yang, Yu Wang:
Machine Learning for Electronic Design Automation: A Survey. ACM Trans. Design Autom. Electr. Syst. 26(5): 40:1-40:46 (2021) - [j125]Xuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen, Zhen Gao, Yu Wang, Huazhong Yang:
FTT-NAS: Discovering Fault-tolerant Convolutional Neural Architecture. ACM Trans. Design Autom. Electr. Syst. 26(6): 44:1-44:24 (2021) - [j124]Hongtao Zhong, Shengjie Cao, Li Jiang, Xia An, Vijaykrishnan Narayanan, Yongpan Liu, Huazhong Yang, Xueqing Li:
DyTAN: Dynamic Ternary Content Addressable Memory Using Nanoelectromechanical Relays. IEEE Trans. Very Large Scale Integr. Syst. 29(11): 1981-1993 (2021) - [c300]Yuxuan Huang, Yifan He, Jinshan Yue, Huazhong Yang, Yongpan Liu:
A Non-Volatile Computing-In-Memory Framework With Margin Enhancement Based CSA and Offset Reduction Based ADC. ASP-DAC 2021: 126-131 - [c299]Qin Li, Peiyan Dong, Zijie Yu, Changlu Liu, Fei Qiao, Yanzhi Wang, Huazhong Yang:
Puncturing the memory wall: Joint optimization of network compression with approximate memory for ASR application. ASP-DAC 2021: 505-511 - [c298]Shuang Liang, Changcheng Tang, Xuefei Ning, Shulin Zeng, Jincheng Yu, Yu Wang, Kaiyuan Guo, Diange Yang, Tianyi Lu, Huazhong Yang:
Efficient Computing Platform Design for Autonomous Driving Systems. ASP-DAC 2021: 734-741 - [c297]Yifan He, Jinshan Yue, Yongpan Liu, Huazhong Yang:
Block-Circulant Neural Network Accelerator Featuring Fine-Grained Frequency-Domain Quantization and Reconfigurable FFT Modules. ASP-DAC 2021: 813-818 - [c296]Hanbo Sun, Zhenhua Zhu, Yi Cai, Shulin Zeng, Kaizhong Qiu, Yu Wang, Huazhong Yang:
Reliability-Aware Training and Performance Modeling for Processing-In-Memory Systems. ASP-DAC 2021: 847-852 - [c295]Han Xu, Zheyu Liu, Ziwei Li, Erxiang Ren, Maimaiti Nazhamati, Fei Qiao, Li Luo, Qi Wei, Xinjun Liu, Huazhong Yang:
A 4.57 μW@120fps Vision System of Sensing with Computing for BNN-Based Perception Applications. A-SSCC 2021: 1-3 - [c294]Ruoyang Liu, Lu Zhang, Jingyu Wang, Huazhong Yang, Yongpan Liu:
PETRI: Reducing Bandwidth Requirement in Smart Surveillance by Edge-Cloud Collaborative Adaptive Frame Clustering and Pipelined Bidirectional Tracking. DAC 2021: 421-426 - [c293]Hongtao Zhong, Shengjie Cao, Huazhong Yang, Xueqing Li:
Dynamic Ternary Content-Addressable Memory Is Indeed Promising: Design and Benchmarking Using Nanoelectromechanical Relays. DATE 2021: 1100-1103 - [c292]Xinrui Guo, Xiaoyang Ma, Franz Müller, Ricardo Olivo, Juejian Wu, Kai Ni, Thomas Kämpfe, Yongpan Liu, Huazhong Yang, Xueqing Li:
Exploiting FeFET Switching Stochasticity for Low-Power Reconfigurable Physical Unclonable Function. ESSCIRC 2021: 119-122 - [c291]Chengyu Huang, Yushen Fu, Zekun Yang, Yang Liu, Nan Sun, Xueqing Li, Huazhong Yang:
A 16-Bit 4.0-GS/s Calibration-Free 65nm DAC with >70dBc SFDR and <-80dBc IM3 up to 1GHz Using Constant-Activity Element Switching. ESSCIRC 2021: 495-498 - [c290]Xinrui Guo, Xiaoyang Ma, Franz Müller, Ricardo Olivo, Juejian Wu, Kai Ni, Thomas Kämpfe, Yongpan Liu, Huazhong Yang, Xueqing Li:
Exploiting FeFET Switching Stochasticity for Low-Power Reconfigurable Physical Unclonable Function. ESSDERC 2021: 119-122 - [c289]Yuanfan Xu, Zhaoliang Zhang, Jincheng Yu, Jianfei Cao, Haolin Dong, Zhengfeng Huang, Yu Wang, Huazhong Yang:
GAME: Gaussian Mixture Model Mapping and Navigation Engine on Embedded FPGA. FCCM 2021: 60-68 - [c288]Shulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Hongren Zheng, Yusong Wu, Fan Zhang, Xinhao Yang, Yi Cai, Yu Wang, Huazhong Yang:
3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud. FPGA 2021: 228 - [c287]Nuo Xiu, Yiming Chen, Guodong Yin, Xiaoyang Ma, Huazhong Yang, Sumitha George, Xueqing Li:
Capacitive Content-Addressable Memory: A Highly Reliable and Scalable Approach to Energy-Efficient Parallel Pattern Matching Applications. ACM Great Lakes Symposium on VLSI 2021: 479-484 - [c286]Zhongming Yu, Guohao Dai, Guyue Huang, Yu Wang, Huazhong Yang:
Exploiting Online Locality and Reduction Parallelism for Sampled Dense Matrix Multiplication on GPUs. ICCD 2021: 567-574 - [c285]Yang Liu, Yushen Fu, Chengyu Huang, Huazhong Yang, Xueqing Li:
Dynamic Switching Sequence to Compensate the Integral Nonlinearity in Current-Steering DACs. ISCAS 2021: 1-5 - [c284]Jialong Liu, Wenjun Tang, Yongpan Liu, Huazhong Yang, Xueqing Li:
Almost-Nonvolatile IGZO-TFT-Based Near-Sensor In-Memory Computing. ISCAS 2021: 1-5 - [c283]Zekun Yang, Pei Yang, Xiumei Yin, Xueqing Li, Huazhong Yang:
Reducing Signal Swing Overheads to Only 8% in Background 3rd-Order Inter-Stage Gain Error Calibration for Pipeline ADCs. ISCAS 2021: 1-5 - [c282]Jinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu:
Challenges and Opportunities of Energy-Efficient CIM SoC Design for Edge AI Devices. ISOCC 2021: 197-198 - [c281]Jinshan Yue, Xiaoyu Feng, Yifan He, Yuxuan Huang, Yipeng Wang, Zhe Yuan, Mingtao Zhan, Jiaxin Liu, Jian-Wei Su, Yen-Lin Chung, Ping-Chun Wu, Li-Yang Hung, Meng-Fan Chang, Nan Sun, Xueqing Li, Huazhong Yang, Yongpan Liu:
A 2.75-to-75.9TOPS/W Computing-in-Memory NN Processor Supporting Set-Associate Block-Wise Zero Skipping and Ping-Pong CIM with Simultaneous Computation and Weight Updating. ISSCC 2021: 238-240 - [c280]Jiayu Chen, Yuanxin Zhang, Yuanfan Xu, Huimin Ma, Huazhong Yang, Jiaming Song, Yu Wang, Yi Wu:
Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems. NeurIPS 2021: 9681-9693 - [c279]Xuefei Ning, Changcheng Tang, Wenshuo Li, Zixuan Zhou, Shuang Liang, Huazhong Yang, Yu Wang:
Evaluating Efficient Performance Estimators of Neural Architectures. NeurIPS 2021: 12265-12277 - [c278]Songming Yu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang, Yongpan Liu:
High Area/Energy Efficiency RRAM CNN Accelerator with Pattern-Pruning-Based Weight Mapping Scheme. NVMSA 2021: 1-6 - [i43]Hongtao Zhong, Shengjie Cao, Huazhong Yang, Xueqing Li:
Dynamic Ternary Content-Addressable Memory Is Indeed Promising: Design and Benchmarking Using Nanoelectromechanical Relays. CoRR abs/2101.06375 (2021) - [i42]Guodong Yin, Yi Cai, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang, Huazhong Yang, Xueqing Li:
Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing with Ferroelectric FETs. CoRR abs/2102.01442 (2021) - [i41]Guyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu, Huazhong Yang, Yu Wang:
Machine Learning for Electronic Design Automation: A Survey. CoRR abs/2102.03357 (2021) - [i40]Yi Cai, Xuefei Ning, Huazhong Yang, Yu Wang:
Ensemble-in-One: Learning Ensemble within Random Gated Networks for Enhanced Adversarial Robustness. CoRR abs/2103.14795 (2021) - [i39]Chao Yu, Xinyi Yang, Jiaxuan Gao, Huazhong Yang, Yu Wang, Yi Wu:
Learning Efficient Multi-Agent Cooperative Visual Exploration. CoRR abs/2110.05734 (2021) - [i38]Jiayu Chen, Yuanxin Zhang, Yuanfan Xu, Huimin Ma, Huazhong Yang, Jiaming Song, Yu Wang, Yi Wu:
Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems. CoRR abs/2111.04613 (2021) - [i37]Weilin Liu, Ye Mu, Chao Yu, Xuefei Ning, Zhong Cao, Yi Wu, Shuang Liang, Huazhong Yang, Yu Wang:
Multi-Agent Vulnerability Discovery for Autonomous Driving with Hazard Arbitration Reward. CoRR abs/2112.06185 (2021) - 2020
- [j123]Qin Li, Yuze Yang, Tianxiang Lan, Huifeng Zhu, Qi Wei, Fei Qiao, Xinjun Liu, Huazhong Yang:
MSP-MFCC: Energy-Efficient MFCC Feature Extraction Method With Mixed-Signal Processing Architecture for Wearable Speech Recognition Applications. IEEE Access 8: 48720-48730 (2020) - [j122]Xuefei Ning, Yin Zheng, Zhuxi Jiang, Yu Wang, Huazhong Yang, Junzhou Huang, Peilin Zhao:
Nonparametric Topic Modeling with Neural Inference. Neurocomputing 399: 296-306 (2020) - [j121]Zhe Yuan, Yongpan Liu, Jinshan Yue, Yixiong Yang, Jingyu Wang, Xiaoyu Feng, Jian Zhao, Xueqing Li, Huazhong Yang:
STICKER: An Energy-Efficient Multi-Sparsity Compatible Accelerator for Convolutional Neural Networks in 65-nm CMOS. IEEE J. Solid State Circuits 55(2): 465-477 (2020) - [j120]Yuxuan Huang, Jian Zhao, Wenyu Sun, Huazhong Yang, Yongpan Liu:
Investigation and Modeling of Multi-Node Body Channel Wireless Power Transfer. Sensors 20(1): 156 (2020) - [j119]Bo Zhao, Jingna Mao, Jian Zhao, Huazhong Yang, Yong Lian:
The Role and Challenges of Body Channel Communication in Wearable Flexible Electronics. IEEE Trans. Biomed. Circuits Syst. 14(2): 283-296 (2020) - [j118]Yi Cai, Xiaoming Chen, Lu Tian, Yu Wang, Huazhong Yang:
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption. IEEE Trans. Computers 69(11): 1596-1610 (2020) - [j117]Yi Cai, Tianqi Tang, Lixue Xia, Boxun Li, Yu Wang, Huazhong Yang:
Low Bit-Width Convolutional Neural Network on RRAM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(7): 1414-1427 (2020) - [j116]Yi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen, Song Han, Yu Wang, Huazhong Yang:
Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4707-4720 (2020) - [j115]Jingyu Wang, Zhe Yuan, Ruoyang Liu, Xiaoyu Feng, Li Du, Huazhong Yang, Yongpan Liu:
GAAS: An Efficient Group Associated Architecture and Scheduler Module for Sparse CNN Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 5170-5182 (2020) - [j114]Zhe Chen, Xinjun Liu, Huazhong Yang, Huifeng Zhu, Erxiang Ren, Zheyu Liu, Kaige Jia, Li Luo, Xuan Zhang, Qi Wei, Fei Qiao:
Processing Near Sensor Architecture in Mixed-Signal Domain With CMOS Image Sensor of Convolutional-Kernel-Readout Method. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(2): 389-400 (2020) - [j113]Zheyu Liu, Erxiang Ren, Fei Qiao, Qi Wei, Xinjun Liu, Li Luo, Huichan Zhao, Huazhong Yang:
NS-CIM: A Current-Mode Computation-in-Memory Architecture Enabling Near-Sensor Processing for Intelligent IoT Vision Nodes. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(9): 2909-2922 (2020) - [j112]Hongtao Zhong, Mingyang Gu, Yu Wang, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li:
One-Shot Refresh: A Low-Power Low-Congestion Approach for Dynamic Memories. IEEE Trans. Circuits Syst. 67-II(12): 3402-3406 (2020) - [j111]Zichen Fan, Zheyu Liu, Zheng Qu, Fei Qiao, Qi Wei, Xinjun Liu, Yinan Sun, Shuzheng Xu, Huazhong Yang:
ASP-SIFT: Using Analog Signal Processing Architecture to Accelerate Keypoint Detection of SIFT Algorithm. IEEE Trans. Very Large Scale Integr. Syst. 28(1): 198-211 (2020) - [c277]Wenshuo Li, Guangjun Ge, Kaiyuan Guo, Xiaoming Chen, Qi Wei, Zhen Gao, Yu Wang, Huazhong Yang:
Soft Error Mitigation for Deep Convolution Neural Network on FPGA Accelerators. AICAS 2020: 1-5 - [c276]Wenshuo Li, Xuefei Ning, Guangjun Ge, Xiaoming Chen, Yu Wang, Huazhong Yang:
FTT-NAS: Discovering Fault-Tolerant Neural Architecture. ASP-DAC 2020: 211-216 - [c275]Hanbo Sun, Zhenhua Zhu, Yi Cai, Xiaoming Chen, Yu Wang, Huazhong Yang:
An Energy-Efficient Quantized and Regularized Training Framework For Processing-In-Memory Accelerators. ASP-DAC 2020: 325-330 - [c274]Juejian Wu, Yixin Xu, Bowen Xue, Yu Wang, Yongpan Liu, Huazhong Yang, Xueqing Li:
Adaptive Circuit Approaches to Low-Power Multi-Level/Cell FeFET Memory. ASP-DAC 2020: 407-413 - [c273]Shulin Zeng, Hanbo Sun, Yu Xing, Xuefei Ning, Yi Shan, Xiaoming Chen, Yu Wang, Huazhong Yang:
Black Box Search Space Profiling for Accelerator-Aware Neural Architecture Search. ASP-DAC 2020: 518-523 - [c272]Wenyu Sun, Chen Tang, Zhuqing Yuan, Zhe Yuan, Huazhong Yang, Yongpan Liu:
A 112-765 GOPS/W FPGA-based CNN Accelerator using Importance Map Guided Adaptive Activation Sparsification for Pix2pix Applications. A-SSCC 2020: 1-4 - [c271]Feng Gao, Jincheng Yu, Hao Shen, Yu Wang, Huazhong Yang:
Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes. CoRL 2020: 2195-2205 - [c270]Jingyu Wang, Songming Yu, Jinshan Yue, Zhe Yuan, Zhuqing Yuan, Huazhong Yang, Xueqing Li, Yongpan Liu:
High PE Utilization CNN Accelerator with Channel Fusion Supporting Pattern-Compressed Sparse Neural Networks. DAC 2020: 1-6 - [c269]Han Xu, Maimaiti Nazhamaiti, Yidong Liu, Fei Qiao, Qi Wei, Xinjun Liu, Huazhong Yang:
Utilizing Direct Photocurrent Computation and 2D Kernel Scheduling to Improve In-Sensor-Processing Efficiency. DAC 2020: 1-6 - [c268]Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Chaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang, Huazhong Yang:
INCA: INterruptible CNN Accelerator for Multi-tasking in Embedded Robots. DAC 2020: 1-6 - [c267]Hongtao Zhong, Mingyang Gu, Juejian Wu, Huazhong Yang, Xueqing Li:
Design of Almost-Nonvolatile Embedded DRAM Using Nanoelectromechanical Relay Devices. DATE 2020: 1223-1228 - [c266]Xuefei Ning, Yin Zheng, Tianchen Zhao, Yu Wang, Huazhong Yang:
A Generic Graph-Based Neural Architecture Encoding Scheme for Predictor-Based NAS. ECCV (13) 2020: 189-204 - [c265]Wenyu Sun, Chen Tang, Weigui Li, Zhuqing Yuan, Huazhong Yang, Yongpan Liu:
High-Quality Single-Model Deep Video Compression with Frame-Conv3D and Multi-frame Differential Modulation. ECCV (30) 2020: 239-254 - [c264]Xuefei Ning, Tianchen Zhao, Wenshuo Li, Peng Lei, Yu Wang, Huazhong Yang:
DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation. ECCV (3) 2020: 592-607 - [c263]Ming Chen, Guijin Wang, Zijian Ding, Jiawei Li, Huazhong Yang:
Unsupervised Domain Adaptation for ECG Arrhythmia Classification. EMBC 2020: 304-307 - [c262]Zhilin Xu, Jincheng Yu, Chao Yu, Hao Shen, Yu Wang, Huazhong Yang:
CNN-based Feature-point Extraction for Real-time Visual SLAM on Embedded FPGA. FCCM 2020: 33-37 - [c261]Shulin Zeng, Guohao Dai, Hanbo Sun, Kai Zhong, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. FCCM 2020: 102-110 - [c260]Jincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Chaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang, Huazhong Yang:
INCAME: INterruptible CNN Accelerator for Multi-robot Exploration. FPGA 2020: 316 - [c259]Shulin Zeng, Guohao Dai, Kai Zhong, Hanbo Sun, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Enable Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. FPGA 2020: 317 - [c258]Zhenhua Zhu, Hanbo Sun, Kaizhong Qiu, Lixue Xia, Gokul Krishnan, Guohao Dai, Dimin Niu, Xiaoming Chen, Xiaobo Sharon Hu, Yu Cao, Yuan Xie, Yu Wang, Huazhong Yang:
MNSIM 2.0: A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems. ACM Great Lakes Symposium on VLSI 2020: 83-88 - [c257]Tianyu Fu, Ziqian Wan, Guohao Dai, Yu Wang, Huazhong Yang:
LessMine: Reducing Sample Space and Data Access for Dense Pattern Mining. HPEC 2020: 1-7 - [c256]Jingbo Hu, Guohao Dai, Yu Wang, Huazhong Yang:
GraphSDH: A General Graph Sampling Framework with Distribution and Hierarchy. HPEC 2020: 1-7 - [c255]Jincheng Yu, Feng Gao, Jianfei Cao, Chao Yu, Zhaoliang Zhang, Zhengfeng Huang, Yu Wang, Huazhong Yang:
CNN-based Monocular Decentralized SLAM on embedded FPGA. IPDPS Workshops 2020: 66-73 - [c254]Xiaoyu Feng, Jinshan Yue, Zhe Yuan, Huazhong Yang, Yongpan Liu:
RL Based Network Accelerator Compiler for Joint Compression Hyper-Parameter Search. ISCAS 2020: 1-5 - [c253]Yuxuan Huang, Qinghang Zhao, Xiyuan Tang, Fang Su, Nan Sun, Huazhong Yang, Yongpan Liu:
An Energy-Efficient Flexible Capacitive Pressure Sensing System. ISCAS 2020: 1-5 - [c252]Qin Li, Sheng Lin, Changlu Liu, Yidong Liu, Fei Qiao, Yanzhi Wang, Huazhong Yang:
NS-KWS: joint optimization of near-sensor processing architecture and low-precision GRU for always-on keyword spotting. ISLPED 2020: 97-102 - [c251]Yixiong Yang, Zhe Yuan, Fang Su, Fanyang Cheng, Zhuqing Yuan, Huazhong Yang, Yongpan Liu:
Multi-channel precision-sparsity-adapted inter-frame differential data codec for video neural network processor. ISLPED 2020: 103-108 - [c250]Mingyen Lee, Wenjun Tang, Bowen Xue, Juejian Wu, Mingyuan Ma, Yu Wang, Yongpan Liu, Deliang Fan, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li:
FeFET-based low-power bitwise logic-in-memory with direct write-back and data-adaptive dynamic sensing interface. ISLPED 2020: 127-132 - [c249]Han Xu, Ziru Li, Fei Qiao, Qi Wei, Xinjun Liu, Huazhong Yang:
CDS-RSRAM: a Reconfigurable SRAM Architecture to Reduce Read Power with Column Data Segmentation. ISQED 2020: 52-59 - [c248]Shujuan Yin, Zheyu Liu, Guihong Li, Fei Qiao, Qi Wei, Yuanfeng Wu, Lianru Gao, Xinjun Liu, Huazhong Yang:
RARA: Dataflow Based Error Compensation Methods with Runtime Accuracy-Reconfigurable Adder. ISQED 2020: 60-66 - [c247]Zhe Yuan, Yixiong Yang, Jinshan Yue, Ruoyang Liu, Xiaoyu Feng, Zhiting Lin, Xiulong Wu, Xueqing Li, Huazhong Yang, Yongpan Liu:
14.2 A 65nm 24.7µJ/Frame 12.3mW Activation-Similarity-Aware Convolutional Neural Network Video Processor Using Hybrid Precision, Inter-Frame Data Reuse and Mixed-Bit-Width Difference-Frame Data Codec. ISSCC 2020: 232-234 - [c246]Jinshan Yue, Zhe Yuan, Xiaoyu Feng, Yifan He, Zhixiao Zhang, Xin Si, Ruhui Liu, Meng-Fan Chang, Xueqing Li, Huazhong Yang, Yongpan Liu:
14.3 A 65nm Computing-in-Memory-Based CNN Processor with 2.9-to-35.8TOPS/W System Energy Efficiency Using Dynamic-Sparsity Performance-Scaling Architecture and Energy-Efficient Inter/Intra-Macro Data Reuse. ISSCC 2020: 234-236 - [c245]Yanming Zhang, Xu Qiu, Qin Li, Fei Qiao, Qi Wei, Li Luo, Huazhong Yang:
Optimization and Evaluation of Energy-Efficient Mixed-Signal MFCC Feature Extraction Architecture. ISVLSI 2020: 506-511 - [c244]Guyue Huang, Guohao Dai, Yu Wang, Huazhong Yang:
GE-SpMM: general-purpose sparse matrix-matrix multiplication on GPUs for graph neural networks. SC 2020: 72 - [i36]Xuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen, Zhen Gao, Yu Wang, Huazhong Yang:
FTT-NAS: Discovering Fault-Tolerant Neural Architecture. CoRR abs/2003.10375 (2020) - [i35]Shulin Zeng, Guohao Dai, Hanbo Sun, Kai Zhong, Guangjun Ge, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Enabling Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud. CoRR abs/2003.12101 (2020) - [i34]Xuefei Ning, Yin Zheng, Tianchen Zhao, Yu Wang, Huazhong Yang:
A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS. CoRR abs/2004.01899 (2020) - [i33]Xuefei Ning, Tianchen Zhao, Wenshuo Li, Peng Lei, Yu Wang, Huazhong Yang:
DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation. CoRR abs/2004.02164 (2020) - [i32]Kai Zhong, Tianchen Zhao, Xuefei Ning, Shulin Zeng, Kaiyuan Guo, Yu Wang, Huazhong Yang:
Towards Lower Bit Multiplication for Convolutional Neural Network Training. CoRR abs/2006.02804 (2020) - [i31]Guyue Huang, Guohao Dai, Yu Wang, Huazhong Yang:
GE-SpMM: General-purpose Sparse Matrix-Matrix Multiplication on GPUs for Graph Neural Networks. CoRR abs/2007.03179 (2020) - [i30]Tong Wu, Xuefei Ning, Wenshuo Li, Ranran Huang, Huazhong Yang, Yu Wang:
Physical Adversarial Attack on Vehicle Detector in the Carla Simulator. CoRR abs/2007.16118 (2020) - [i29]Xuefei Ning, Wenshuo Li, Zixuan Zhou, Tianchen Zhao, Yin Zheng, Shuang Liang, Huazhong Yang, Yu Wang:
A Surgery of the Neural Architecture Evaluators. CoRR abs/2008.03064 (2020) - [i28]Songming Yu, Yongpan Liu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang:
High Area/Energy Efficiency RRAM CNN Accelerator with Kernel-Reordering Weight Mapping Scheme Based on Pattern Pruning. CoRR abs/2010.06156 (2020) - [i27]Feng Gao, Jincheng Yu, Hao Shen, Yu Wang, Huazhong Yang:
Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes. CoRR abs/2011.09369 (2020) - [i26]Tianchen Zhao, Xuefei Ning, Songyi Yang, Shuang Liang, Peng Lei, Jianfei Chen, Huazhong Yang, Yu Wang:
BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures. CoRR abs/2011.10804 (2020) - [i25]Xuefei Ning, Changcheng Tang, Wenshuo Li, Songyi Yang, Tianchen Zhao, Niansong Zhang, Tianyi Lu, Shuang Liang, Huazhong Yang, Yu Wang:
aw_nas: A Modularized and Extensible NAS framework. CoRR abs/2012.10388 (2020) - [i24]Xuefei Ning, Junbo Zhao, Wenshuo Li, Tianchen Zhao, Huazhong Yang, Yu Wang:
Multi-shot NAS for Discovering Adversarially Robust Convolutional Neural Architectures at Targeted Capacities. CoRR abs/2012.11835 (2020)
2010 – 2019
- 2019
- [j110]Xueqing Li, Juejian Wu, Kai Ni, Sumitha George, Kaisheng Ma, John Sampson, Sumeet Kumar Gupta, Yongpan Liu, Huazhong Yang, Suman Datta, Vijaykrishnan Narayanan:
Design of 2T/Cell and 3T/Cell Nonvolatile Memories with Emerging Ferroelectric FETs. IEEE Des. Test 36(3): 39-45 (2019) - [j109]Guijin Wang, Chenshuang Zhang, Yongpan Liu, Huazhong Yang, Dapeng Fu, Haiqing Wang, Ping Zhang:
A global and updatable ECG beat classification system based on recurrent neural networks and active learning. Inf. Sci. 501: 523-542 (2019) - [j108]Yongpan Liu, Fang Su, Yixiong Yang, Zhibo Wang, Yiqun Wang, Zewei Li, Xueqing Li, Ryuji Yoshimura, Takashi Naiki, Takashi Tsuwa, Takahiko Saito, Zhongjun Wang, Koji Taniuchi, Huazhong Yang:
A 130-nm Ferroelectric Nonvolatile System-on-Chip With Direct Peripheral Restore Architecture for Transient Computing System. IEEE J. Solid State Circuits 54(3): 885-895 (2019) - [j107]Li Luo, Zhe Chen, Xinghua Yang, Fei Qiao, Qi Wei, Huazhong Yang:
A single clock cycle approximate adder with hybrid prediction and error compensation methods. Microelectron. J. 87: 45-50 (2019) - [j106]Yuhao Xiao, Guijin Wang, Xiaowei Hu, Chenbo Shi, Long Meng, Huazhong Yang:
Guided, Fusion-Based, Large Depth-of-field 3D Imaging Using a Focal Stack. Sensors 19(22): 4845 (2019) - [j105]Wenyu Sun, Jian Zhao, Yuxuan Huang, Yinan Sun, Huazhong Yang, Yongpan Liu:
Dynamic Channel Modeling and OFDM System Analysis for Capacitive Coupling Body Channel Communication. IEEE Trans. Biomed. Circuits Syst. 13(4): 735-745 (2019) - [j104]Jian Zhao, Wenyu Sun, Jingna Mao, Yuxuan Huang, Bo Zhao, Yongpan Liu, Huazhong Yang:
An Auto Loss Co Jian Zhaompensation System for Capacitive-Coupled Body Channel Communication. IEEE Trans. Biomed. Circuits Syst. 13(4): 756-765 (2019) - [j103]Guohao Dai, Tianhao Huang, Yu Wang, Huazhong Yang, John Wawrzynek:
HyVE: Hybrid Vertex-Edge Memory Hierarchy for Energy-Efficient Graph Processing. IEEE Trans. Computers 68(8): 1131-1146 (2019) - [j102]Guohao Dai, Tianhao Huang, Yuze Chi, Jishen Zhao, Guangyu Sun, Yongpan Liu, Yu Wang, Yuan Xie, Huazhong Yang:
GraphH: A Processing-in-Memory Architecture for Large-Scale Graph Processing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(4): 640-653 (2019) - [j101]Ming Cheng, Lixue Xia, Zhenhua Zhu, Yi Cai, Yuan Xie, Yu Wang, Huazhong Yang:
TIME: A Training-in-Memory Architecture for RRAM-Based Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(5): 834-847 (2019) - [j100]Qinghang Zhao, Wenyu Sun, Jiaqing Zhao, Jian Zhao, Hailong Yao, Tsung-Yi Ho, Xiaojun Guo, Huazhong Yang, Yongpan Liu:
Design Methodology for TFT-Based Pseudo-CMOS Logic Array With Multilayer Interconnection Architecture and Optimization Algorithms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(11): 2043-2057 (2019) - [j99]Longqiang Lai, Xueqing Li, Yushen Fu, Yongpan Liu, Huazhong Yang:
Demystifying and Mitigating Code-Dependent Switching Distortions in Current-Steering DACs. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(1): 68-81 (2019) - [j98]Jinshan Yue, Yongpan Liu, Zhe Yuan, Zhibo Wang, Qingwei Guo, Jinyang Li, Chengmo Yang, Huazhong Yang:
A 3.77TOPS/W Convolutional Neural Network Processor With Priority-Driven Kernel Optimization. IEEE Trans. Circuits Syst. II Express Briefs 66-II(2): 277-281 (2019) - [j97]Yixiong Yang, Xin Shi, Fang Su, Zhibo Wang, Pei Yang, Huazhong Yang, Yongpan Liu:
A 2.2-GHz Configurable Direct Digital Frequency Synthesizer Based on LUT and Rotation. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(5): 1970-1980 (2019) - [j96]Fang Su, Yongpan Liu, Xiao Sheng, Hyung Gyu Lee, Naehyuck Chang, Huazhong Yang:
A Task Failure Rate Aware Dual-Channel Solar Power System for Nonvolatile Sensor Nodes. ACM Trans. Embed. Comput. Syst. 18(4): 33:1-33:21 (2019) - [j95]Kaiyuan Guo, Shulin Zeng, Jincheng Yu, Yu Wang, Huazhong Yang:
[DL] A Survey of FPGA-based Neural Network Inference Accelerators. ACM Trans. Reconfigurable Technol. Syst. 12(1): 2:1-2:26 (2019) - [c243]Xiaoyu Feng, Jinshan Yue, Qingwei Guo, Huazhong Yang, Yongpan Liu:
Accelerating CNN-RNN Based Machine Health Monitoring on FPGA. AICAS 2019: 184-188 - [c242]Guohao Dai, Tianhao Huang, Yu Wang, Huazhong Yang, John Wawrzynek:
GraphSAR: a sparsity-aware processing-in-memory architecture for large-scale graph processing on ReRAMs. ASP-DAC 2019: 120-126 - [c241]Jinshan Yue, Yongpan Liu, Fang Su, Shuangchen Li, Zhe Yuan, Zhibo Wang, Wenyu Sun, Xueqing Li, Huazhong Yang:
AERIS: area/energy-efficient 1T2R ReRAM based processing-in-memory neural network system-on-a-chip. ASP-DAC 2019: 146-151 - [c240]Jingyu Wang, Zhe Yuan, Ruoyang Liu, Huazhong Yang, Yongpan Liu:
An N-way group association architecture and sparse data group association load balancing algorithm for sparse CNN accelerators. ASP-DAC 2019: 329-334 - [c239]Zhe Yuan, Jingyu Wang, Yixiong Yang, Jinshan Yue, Zhibo Wang, Xiaoyu Feng, Yanzhi Wang, Xueqing Li, Huazhong Yang, Yongpan Liu:
A Sparse-Adaptive CNN Processor with Area/Performance balanced N-Way Set-Associate PE Arrays Assisted by a Collision-Aware Scheduler. A-SSCC 2019: 61-64 - [c238]Jian Zhao, Jingna Mao, Wenyu Sun, Yuxuan Huang, Yixiong Yang, Huazhong Yang, Yongpan Liu:
A 4-Mbps 41-pJ/bit On-off Keying Transceiver for Body-channel Communication with Enhanced Auto Loss Compensation Technique. A-SSCC 2019: 173-176 - [c237]Zhenhua Zhu, Hanbo Sun, Yujun Lin, Guohao Dai, Lixue Xia, Song Han, Yu Wang, Huazhong Yang:
A Configurable Multi-Precision CNN Computing Framework Based on Single Bit RRAM. DAC 2019: 56 - [c236]Juejian Wu, Hongtao Zhong, Kai Ni, Yongpan Liu, Huazhong Yang, Xueqing Li:
A 3T/Cell Practical Embedded Nonvolatile Memory Supporting Symmetric Read and Write Access Based on Ferroelectric FETs. DAC 2019: 82 - [c235]Shulin Zeng, Yujun Lin, Shuang Liang, Junlong Kang, Dongliang Xie, Yi Shan, Song Han, Yu Wang, Huazhong Yang:
A Fine-Grained Sparse Accelerator for Multi-Precision DNN. FPGA 2019: 185 - [c234]Kaiyuan Guo, Shuang Liang, Jincheng Yu, Xuefei Ning, Wenshuo Li, Yu Wang, Huazhong Yang:
Compressed CNN Training with FPGA-based Accelerator. FPGA 2019: 189 - [c233]Xuedi Wang, Xueqing Li, Longqiang Lai, Huazhong Yang:
A 16b Clockless Digital-to-Analog Converter with Ultra-Low-Cost Poly Resistors Supporting Wide-Temperature Range from -40°C to 85°C. ACM Great Lakes Symposium on VLSI 2019: 267-270 - [c232]Zheyu Liu, Guihong Li, Fei Qiao, Qi Wei, Ping Jin, Xinjun Liu, Huazhong Yang:
Concrete: A Per-layer Configurable Framework for Evaluating DNN with Approximate Operators. ICASSP 2019: 1552-1556 - [c231]Yi Cai, Xiaoming Chen, Lu Tian, Yu Wang, Huazhong Yang:
Enabling Secure in-Memory Neural Network Computing by Sparse Fast Gradient Encryption. ICCAD 2019: 1-8 - [c230]Zheyu Liu, Kaige Jia, Weiqiang Liu, Qi Wei, Fei Qiao, Huazhong Yang:
INA: Incremental Network Approximation Algorithm for Limited Precision Deep Neural Networks. ICCAD 2019: 1-7 - [c229]Zhenhua Zhu, Mingyuan Ma, Jialong Liu, Liying Xu, Xiaoming Chen, Yuchao Yang, Yu Wang, Huazhong Yang:
A General Logic Synthesis Framework for Memristor-based Logic Design. ICCAD 2019: 1-8 - [c228]Jialong Liu, Mingyuan Ma, Zhenhua Zhu, Yu Wang, Huazhong Yang:
HDC-IM: Hyperdimensional Computing In-Memory Architecture based on RRAM. ICECS 2019: 450-453 - [c227]Jinshan Yue, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Zhibo Wang, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang, Yongpan Liu:
A 65nm 0.39-to-140.3TOPS/W 1-to-12b Unified Neural Network Processor Using Block-Circulant-Enabled Transpose-Domain Acceleration with 8.1 × Higher TOPS/mm2and 6T HBST-TRAM-Based 2D Data-Reuse Architecture. ISSCC 2019: 138-140 - [c226]Yiming Hu, Shuang Liang, Jincheng Yu, Yu Wang, Huazhong Yang:
On-Chip Instruction Generation for Cross-Layer CNN Accelerator on FPGA. ISVLSI 2019: 7-12 - [c225]Zheyu Liu, Zichen Fan, Qi Wei, Xing Wu, Fei Qiao, Ping Jin, Xinjun Liu, Chengliang Liu, Huazhong Yang:
Design of Switched-Current Based Low-Power PIM Vision System for IoT Applications. ISVLSI 2019: 181-186 - [c224]Zheyu Liu, Erxiang Ren, Li Luo, Qi Wei, Xing Wu, Xueqing Li, Fei Qiao, Xin-Jun Liu, Huazhong Yang:
A 1.8mW Perception Chip with Near-Sensor Processing Scheme for Low-Power AIoT Applications. ISVLSI 2019: 447-452 - [c223]Changlu Liu, Tianxiang Lan, Qin Li, Kaige Jia, Yidian Fan, Xing Wu, Fei Qiao, Wei Qi, Xin-Jun Liu, Huazhong Yang:
Energy-efficient Analog Processing Architecture for Direction of Arrival with Microphone Array. ISVLSI 2019: 507-512 - [c222]Juejian Wu, Mingyang Gu, Hongtao Zhong, Yunsong Tao, Fei Qiao, Huazhong Yang, Xueqing Li:
Enabling New Computing Paradigms with Emerging Symmetric-Access Memories. NANOARCH 2019: 1-6 - 2018
- [j94]Lixue Xia, Wenqin Huangfu, Tianqi Tang, Xiling Yin, Krishnendu Chakrabarty, Yuan Xie, Yu Wang, Huazhong Yang:
Stuck-at Fault Tolerance in RRAM Computing Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(1): 102-115 (2018) - [j93]Longqiang Lai, Xueqing Li, Huazhong Yang:
Redundancy-bandwidth scalable techniques for signal-independent element transition rates in high-speed current-steering DACs. Int. J. Circuit Theory Appl. 46(5): 1006-1027 (2018) - [j92]Li Luo, Yakun Wu, Fei Qiao, Yi Yang, Qi Wei, Xiaobo Zhou, Yongkai Fan, Shuzheng Xu, Xinjun Liu, Huazhong Yang:
Design of FPGA-Based Accelerator for Convolutional Neural Network under Heterogeneous Computing Framework with OpenCL. Int. J. Reconfigurable Comput. 2018: 1785892:1-1785892:10 (2018) - [j91]Qin Li, Yuntao Wu, Huifeng Zhu, Qi Wei, Fei Qiao, Sheng Zhang, Huazhong Yang:
High linearity source-follower buffer based analog memory for analog convolutional neural network. Microelectron. J. 75: 147-152 (2018) - [j90]Guijin Wang, Wentao Li, Xuanwu Yin, Huazhong Yang:
All-in-focus with directional-max-gradient flow and labeled iterative depth propagation. Pattern Recognit. 77: 173-187 (2018) - [j89]