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ORCIDJunjie Yang
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2020 – today
- 2024
[j75]Yu Sun
, Junjie Yang, Xiaotian Zhang, Kaiyuan Hou, Jiyun Hu, Guangzhi Yao:
An Ultra-Short-Term Wind Power Forecasting Model Based on EMD-EncoderForest-TCN. IEEE Access 12: 60058-60069 (2024)- [j74]Xianbin Wu, Chuanbo Wen, Zidong Wang, Weibo Liu, Junjie Yang:
A Novel Ensemble-Learning-Based Convolution Neural Network for Handling Imbalanced Data. Cogn. Comput. 16(1): 177-190 (2024) - [j73]Yuan Xie, Tao Zou, Junjie Yang, Weijun Sun, Shengli Xie:
Room impulse response reshaping-based expectation-maximization in an underdetermined reverberant environment. Comput. Speech Lang. 88: 101664 (2024) - [j72]Wei Jiang, Haoyu Shen, Zitao Xu, Cheng Yang, Junjie Yang:
A feature compression method based on similarity matching. Displays 83: 102728 (2024) - [j71]Yuan Xie, Tao Zou, Junjie Yang, Weijun Sun, Shengli Xie:
SA-UCBSS: Sparsity-Based Adaptive Underdetermined Convolutive Blind Source Separation. Knowl. Based Syst. 300: 112224 (2024) - [j70]Zhen Zhang, Wei Jiang, Yuan Zhang, Xiangwen Wang, Junjie Yang:
Rate-accuracy optimized quantization algorithm based on ROI image coding in power line inspection. Multim. Tools Appl. 83(6): 16139-16160 (2024) - [j69]Junjie Yang, Zhihao Zhao, Siyuan Shen, Daniel Zapp, Mathias Maier, Kai Huang, Nassir Navab, M. Ali Nasseri:
EyeLS: Shadow-Guided Instrument Landing System for Target Approaching in Robotic Eye Surgery. IEEE Robotics Autom. Lett. 9(4): 3664-3671 (2024) - [j68]Shuopeng Wang, Rixin Wang, Junjie Yang, Lina Hao:
Online Incremental Dynamic Modeling Using Physics-Informed Long Short-Term Memory Networks for the Pneumatic Artificial Muscle. IEEE Robotics Autom. Lett. 9(10): 8435-8442 (2024) - [j67]Yinghao Jia, Wei Tang, Hao Sun, Junjie Yang, Bo Liu, Changhong Wang:
Portable Planner for Enhancing Ground Robots Exploration Performance in Unstructured Environments. IEEE Robotics Autom. Lett. 9(11): 9295-9302 (2024) - [j66]Junjie Yang, Matthieu Labeau, Florence d'Alché-Buc:
Exploiting Edge Features in Graph-based Learning with Fused Network Gromov-Wasserstein Distance. Trans. Mach. Learn. Res. 2024 (2024) - [j65]Junjie Yang, Shenqi Lai, Xuan Wang, Yaxiong Wang, Xueming Qian:
Diversity-Learning Block: Conquer Feature Homogenization of Multibranch. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7563-7576 (2024) - [j64]Jiajun Jiang, Junjie Yang, Yingyi Zhang, Zan Wang, Hanmo You, Junjie Chen:
A Post-training Framework for Improving the Performance of Deep Learning Models via Model Transformation. ACM Trans. Softw. Eng. Methodol. 33(3): 61:1-61:41 (2024) - [j63]Junjie Yang, Jie Xu, Yinghui Zhang, Hao Zheng, Tiankui Zhang:
Graph Attention Network-Based Precoding for Reconfigurable Intelligent Surfaces Aided Wireless Communication Systems. IEEE Trans. Veh. Technol. 73(6): 9098-9102 (2024) - [j62]Yinghui Zhang, Junjie Yang, Qiming Liu, Yang Liu, Tiankui Zhang:
Unsupervised Learning-Based Coordinated Hybrid Precoding for MmWave Massive MIMO-Enabled HetNets. IEEE Trans. Wirel. Commun. 23(7): 7200-7213 (2024) - [c82]Junjie Yang, Hao Wu, Ji Zhang, Lianli Gao, Jingkuan Song:
Effective and Efficient Few-shot Fine-tuning for Vision Transformers. ICME 2024: 1-6 - [c81]Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, Junjie Yang:
SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters. ICML 2024 - [c80]Junjie Yang, Zhihao Zhao, Mathias Maier, Kai Huang, Nassir Navab, M. Ali Nasseri:
Shadow-Based 3D Pose Estimation of Intraocular Instrument Using Only 2D Images. ICRA 2024: 1323-1329 - [c79]Junjie Yang, Zhenyu Zhang, Jin Li, Chen Lin:
A multi-scale convolutional attention neural network based on residual block downsampling for infant cry classification and detection. IoTAAI 2024: 9-13 - [c78]Junjie Yang, Jiajun Jiang, Zeyu Sun, Junjie Chen:
A Large-Scale Empirical Study on Improving the Fairness of Image Classification Models. ISSTA 2024: 210-222 - [c77]Tamim El Ahmad, Junjie Yang, Pierre Laforgue, Florence d'Alché-Buc:
Deep Sketched Output Kernel Regression for Structured Prediction. ECML/PKDD (3) 2024: 93-110 - [c76]Rengan Xu, Junjie Yang, Yifan Xu, Hong Li, Xing Liu, Devashish Shankar, Haoci Zhang, Meng Liu, Boyang Li, Yuxi Hu, Mingwei Tang, Zehua Zhang, Tunhou Zhang, Dai Li, Sijia Chen, Gian-Paolo Musumeci, Jiaqi Zhai, Bill Zhu, Hong Yan, Srihari Reddy:
Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention. RecSys 2024: 778-780 - [c75]BaoFu Tang, Dong-Meau Chang, Junjie Yang:
Consumer Evaluation Using Machine Learning for the Predictive Analysis of Consumer Purchase Indicators. WACV (Workshops) 2024: 660-665 - [c74]Zhou Liang, Liqiong Lu, Junjie Yang, Weiming Hong, Dong-Meau Chang:
Semi-Supervised SPO Tree Classifier Based on the DPC Framework. WACV (Workshops) 2024: 671-678 - [i31]Junjie Yang, Jiajun Jiang, Zeyu Sun, Junjie Chen:
A Large-scale Empirical Study on Improving the Fairness of Deep Learning Models. CoRR abs/2401.03695 (2024) - [i30]Paul Krzakala, Junjie Yang, Rémi Flamary, Florence d'Alché-Buc, Charlotte Laclau, Matthieu Labeau:
End-to-end Supervised Prediction of Arbitrary-size Graphs with Partially-Masked Fused Gromov-Wasserstein Matching. CoRR abs/2402.12269 (2024) - [i29]Xuxi Chen, Zhendong Wang, Daouda Sow, Junjie Yang, Tianlong Chen, Yingbin Liang, Mingyuan Zhou, Zhangyang Wang:
Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization. CoRR abs/2402.14270 (2024) - [i28]Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, Junjie Yang:
SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters. CoRR abs/2405.00946 (2024) - [i27]Shuqi Shen, Junjie Yang:
Better YOLO with Attention-Augmented Network and Enhanced Generalization Performance for Safety Helmet Detection. CoRR abs/2405.02591 (2024) - [i26]Mingwei Tang, Meng Liu, Hong Li, Junjie Yang, Chenglin Wei, Boyang Li, Dai Li, Rengan Xu, Yifan Xu, Zehua Zhang, Xiangyu Wang, Linfeng Liu, Yuelei Xie, Chengye Liu, Labib Fawaz, Li Li, Hongnan Wang, Bill Zhu, Sri Reddy:
Async Learned User Embeddings for Ads Delivery Optimization. CoRR abs/2406.05898 (2024) - [i25]Tamim El Ahmad, Junjie Yang, Pierre Laforgue, Florence d'Alché-Buc:
Deep Sketched Output Kernel Regression for Structured Prediction. CoRR abs/2406.09253 (2024) - [i24]Rengan Xu, Junjie Yang, Yifan Xu, Hong Li, Xing Liu, Devashish Shankar, Haoci Zhang, Meng Liu, Boyang Li, Yuxi Hu, Mingwei Tang, Zehua Zhang, Tunhou Zhang, Dai Li, Sijia Chen, Gian-Paolo Musumeci, Jiaqi Zhai, Bill Zhu, Hong Yan, Srihari Reddy:
Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention. CoRR abs/2409.15373 (2024) - [i23]Yinzheng Zhao, Zhihao Zhao, Junjie Yang, Li Li, M. Ali Nasseri, Daniel Zapp:
AI-Based Fully Automatic Analysis of Retinal Vascular Morphology in Pediatric High Myopia. CoRR abs/2409.20419 (2024) - [i22]Zhihao Zhao, Yinzheng Zhao, Junjie Yang, Kai Huang, Nassir Navab, M. Ali Nasseri:
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation. CoRR abs/2410.02808 (2024) - [i21]Zhihao Zhao, Junjie Yang, Shahrooz Faghihroohi, Yinzheng Zhao, Daniel Zapp, Kai Huang, Nassir Navab, M. Ali Nasseri:
Extrapolating Prospective Glaucoma Fundus Images through Diffusion Model in Irregular Longitudinal Sequences. CoRR abs/2410.21130 (2024) - [i20]Zhihao Zhao, Shahrooz Faghihroohi, Yinzheng Zhao, Junjie Yang, Shipeng Zhong, Kai Huang, Nassir Navab, Boyang Li, M. Ali Nasseri:
KaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel Segmentation. CoRR abs/2410.21160 (2024) - 2023
- [j61]Wei Yan, Yu Wang, Mengxin Wang, Junjie Yang:
Enhanced Multi-View Subspace Clustering via Twist Tensor Nuclear Norm and Constraint Propagation. IEEE Access 11: 48033-48045 (2023) - [j60]Alireza Alikhani, Satoshi Inagaki, Junjie Yang, Shervin Dehghani, Michael Sommersperger, Kai Huang, Mathias Maier, Nassir Navab, M. Ali Nasseri:
PKC-RCM: Preoperative Kinematic Calibration for Enhancing RCM Accuracy in Automatic Vitreoretinal Robotic Surgery. IEEE Access 11: 103616-103627 (2023) - [j59]Chuanbo Wen, Zidong Wang, Junjie Yang, Lifeng Ma:
Recursive state estimation for state-saturated systems with two groups of measurements: Handling delayed and degraded sensors. Inf. Fusion 97: 101814 (2023) - [j58]Changrong Liu, Junjie Yang, Zhenghao Lu, Changnan Chen, Jiachou Wang, Dacheng Xu, Xinxin Li:
Design and Implementation of an Event-Driven Smart Sensor Node for Wireless Monitoring Systems. Sensors 23(24): 9737 (2023) - [c73]Chunlei Guo, Junjie Yang, Zhicheng Sui, Nan Dou:
Subway Double-Door Anti-pinch Based on RGBD Binary Classification Network. 6GN (1) 2023: 155-164 - [c72]Tingting Sui, Junwen Wang, Yujie Wang, Junjie Yang, Zihan Xu, Yiwen Zou, Yikai Zhong:
Aluminum Defect Detection Based on Weighted Feature Fusion Mechanism. 6GN (1) 2023: 172-183 - [c71]Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang:
Learning to Generalize Provably in Learning to Optimize. AISTATS 2023: 9807-9825 - [c70]Ruhua Zhao, Junjie Yang, Xue Li, Hong Mo:
Fuzzy Sliding-Mode Control for Robot Manipulators Based on Variable Universe. DTPI 2023: 1-6 - [c69]Junjie Yang, Lu Lv, Long Yang, Jian Chen:
Secure Communications in IRS-Assisted NOMA Networks with Location Optimization. ICCT 2023: 1514-1519 - [c68]Junjie Yang, Xuxi Chen, Tianlong Chen, Zhangyang Wang, Yingbin Liang:
M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation. ICLR 2023 - [c67]Zhihao Zhao, Junjie Yang, Shahrooz Faghihroohi, Kai Huang, Mathias Maier, Nassir Navab, M. Ali Nasseri:
Label-Preserving Data Augmentation in Latent Space for Diabetic Retinopathy Recognition. MICCAI (3) 2023: 284-294 - [i19]Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang:
Learning to Generalize Provably in Learning to Optimize. CoRR abs/2302.11085 (2023) - [i18]Junjie Yang, Xuxi Chen, Tianlong Chen, Zhangyang Wang, Yingbin Liang:
M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation. CoRR abs/2303.00039 (2023) - [i17]Junjie Yang, Matthieu Labeau, Florence d'Alché-Buc:
Exploiting Edge Features in Graphs with Fused Network Gromov-Wasserstein Distance. CoRR abs/2309.16604 (2023) - [i16]Junjie Yang, Zhihao Zhao, Siyuan Shen, Daniel Zapp, Mathias Maier, Kai Huang, Nassir Navab, M. Ali Nasseri:
EyeLS: Shadow-Guided Instrument Landing System for Intraocular Target Approaching in Robotic Eye Surgery. CoRR abs/2311.08799 (2023) - [i15]Junjie Yang, Jinze Zhao, Peihao Wang, Zhangyang Wang, Yingbin Liang:
Meta ControlNet: Enhancing Task Adaptation via Meta Learning. CoRR abs/2312.01255 (2023) - [i14]Junjie Yang, Tianlong Chen, Xuxi Chen, Zhangyang Wang, Yingbin Liang:
Rethinking PGD Attack: Is Sign Function Necessary? CoRR abs/2312.01260 (2023) - 2022
- [j57]Qinghua Li, Limin Zhang, Feng Zeng, Yong Pan, Junjie Yang:
Community Clustering Routing Algorithm Based on Information Entropy in Mobile Opportunity Network. IEEE Access 10: 25755-25766 (2022) - [j56]Cong Wu, Cheng Long, Shijun Li, Junjie Yang, Fagang Jiang, Ran Zhou:
MSRAformer: Multiscale spatial reverse attention network for polyp segmentation. Comput. Biol. Medicine 151(Part): 106274 (2022) - [j55]Hai Lin, Junjie Yang:
Ensemble cross-stage partial attention network for image classification. IET Image Process. 16(1): 102-112 (2022) - [j54]Zhengzhi Lu, Guoan Yang, Deyang Liu, Junjie Yang, Yong Yang, Chuanbo Zhou:
Selective part-based correlation filter tracking algorithm with reinforcement learning. IET Image Process. 16(4): 1208-1226 (2022) - [j53]Kaiyi Ji, Junjie Yang, Yingbin Liang:
Theoretical Convergence of Multi-Step Model-Agnostic Meta-Learning. J. Mach. Learn. Res. 23: 29:1-29:41 (2022) - [j52]Junjie Yang, Claude Delpha:
An incipient fault diagnosis methodology using local Mahalanobis distance: Detection process based on empirical probability density estimation. Signal Process. 190: 108308 (2022) - [j51]Junjie Yang, Claude Delpha:
An incipient fault diagnosis methodology using local Mahalanobis distance: Fault isolation and fault severity estimation. Signal Process. 200: 108657 (2022) - [j50]Shun Liu, Junjie Yang, Xianxian Zeng, Haiying Song, Jian Cen, Weichao Xu:
An efficient and user-friendly software tool for ordered multi-class receiver operating characteristic analysis based on python. SoftwareX 19: 101175 (2022) - [j49]Ming Yang, Zhihua Liu, Chenguang Cai, Ying Wang, Jing Yang, Junjie Yang:
Monocular Vision-Based Calibration Method for the Axial and Transverse Sensitivities of Low-Frequency Triaxial Vibration Sensors With the Elliptical Orbit Excitation. IEEE Trans. Ind. Electron. 69(12): 13763-13772 (2022) - [c66]Liu Yang, Binghong Xu, Junjie Yang:
An artificial precoding-based method for blind separation of correlated sources in mimo fir systems. CIS 2022: 181-185 - [c65]Junjie Yang, Xuan Li:
Vision-based UAV autonomous landing systems. DTPI 2022: 1-6 - [c64]Junjie Yang, Xuan Li:
Vision-based UAV autonomous landing system. DTPI 2022: 1-6 - [c63]Junjie Yang, Claude Delpha:
Incipient Fault Severity Estimation Using Local Mahalanobis Distance. ICASSP 2022: 5977-5981 - [c62]Yu Liang, Ruifan Huang, Xun Li, Junjie Yang, Xinkai Zhang, Xuehe Wang:
Adaptive Federated Learning for Electric Power Inspection with UAV System. ICCEIC 2022: 234-241 - [c61]Shervin Dehghani, Michael Sommersperger, Junjie Yang, Mehrdad Salehi, Benjamin Busam, Kai Huang, Peter Gehlbach, Iulian Iordachita, Nassir Navab, M. Ali Nasseri:
ColibriDoc: an Eye-in-Hand Autonomous Trocar Docking System. ICRA 2022: 7717-7723 - [c60]Junjie Yang, Claude Delpha:
Bearing Faults Detection Using Statistical Feature Extraction and Probability Based Distance: A Comparative Study. IECON 2022: 1-6 - [c59]Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhihao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Ajit Mathews, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao:
Software-hardware co-design for fast and scalable training of deep learning recommendation models. ISCA 2022: 993-1011 - [c58]Zhao Tian, Junjie Chen, Qihao Zhu, Junjie Yang, Lingming Zhang:
Learning to Construct Better Mutation Faults. ASE 2022: 64:1-64:13 - [c57]Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao:
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking. NeurIPS 2022 - [c56]Junjie Yang, Geng Liu, Jie Ren, Ying Liu, Liang Yao, Yuchen Zhou, Jian Chen:
Resource Allocation for Intelligent Reflecting Surface-Assisted Cooperative NOMA-URLLC Networks in Smart Grid. SmartGridComm 2022: 83-89 - [i13]Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao:
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking. CoRR abs/2206.05683 (2022) - 2021
- [j48]Hai Lin, Junjie Yang:
Light Weight IBP Deep Residual Network for Image Super Resolution. IEEE Access 9: 93399-93408 (2021) - [j47]Baiquan Lv, Chao Yang, Xin Chen, Zhihua Yao, Junjie Yang:
Task Offloading and Serving Handover of Vehicular Edge Computing Networks Based on Trajectory Prediction. IEEE Access 9: 130793-130804 (2021) - [j46]Hao Sun, Junjie Yang, Hao An, Changhong Wang:
Improved Online Adjustment of Step Timing and Location for Legged Locomotion. J. Intell. Robotic Syst. 102(2): 37 (2021) - [j45]Junjie Yang, Guangyi Xu, Gang Chen, Nan Guan, Kai Huang:
Efficient runtime slack management for EDF-VD-based mixed-criticality scheduling. J. Syst. Archit. 117: 102119 (2021) - [j44]Zhengzhi Lu, Guoan Yang, Junjie Yang, Yuhao Wang:
An Adaptive Arbitrary Multiresolution Decomposition for Multiscale Geometric Analysis. IEEE Trans. Multim. 23: 2883-2893 (2021) - [c55]Zhuosheng Zhang, Junjie Yang, Hai Zhao:
Retrospective Reader for Machine Reading Comprehension. AAAI 2021: 14506-14514 - [c54]Junjie Yang, Zhuosheng Zhang, Hai Zhao:
Multi-span Style Extraction for Generative Reading Comprehension. SDU@AAAI 2021 - [c53]Kaiyuan Liu, Jingli Hao, Junjie Yang, Yuhuang Ye, Fuji Yang, Chao Guo:
Automatic Tracking System of LEO Satellite Based on SGP4. ACM TUR-C 2021: 192-199 - [c52]Wendong Yang, Yun Jiang, Jianping Chen, Lili Zhang, Junjie Yang:
Seat inventory control within complementary alliance. AIAM (ACM) 2021: 2106-2112 - [c51]Junjie Yang, Jianhao Ren, Xusheng Tang, Zhihong Feng:
An Equivalent Circuit Model for Uni-Traveling-Carrier Photodiode. EEET 2021: 170-176 - [c50]Kaiyi Ji, Junjie Yang, Yingbin Liang:
Bilevel Optimization: Convergence Analysis and Enhanced Design. ICML 2021: 4882-4892 - [c49]Junjie Yang, Claude Delpha:
A Local Mahalanobis Distance Analysis Based Methodology for Incipient Fault Diagnosis. ICPHM 2021: 1-8 - [c48]Junjie Yang, Hao Sun, Hao An, Changhong Wang:
Impact Mitigation for Dynamic Legged Robots with Steel Wire Transmission Using Nonlinear Active Compliance Control. ICRA 2021: 2525-2531 - [c47]Junjie Yang, Claude Delpha:
Local Mahalanobis Distance Envelope Using A Robust Healthy Domain Approximation For Incipient Fault Diagnosis. IECON 2021: 1-6 - [c46]Liu Yang, Junjie Yang, Yi Guo:
Under-determined Blind Speech Separation via the Convolutive Transfer Function and lp Regularization. MSN 2021: 705-709 - [c45]Junjie Yang, Kaiyi Ji, Yingbin Liang:
Provably Faster Algorithms for Bilevel Optimization. NeurIPS 2021: 13670-13682 - [i12]Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu, Serhat Yilmaz, Huayu Li, Jiyuan Qian, Zhuobo Feng, Yinbin Ma, Junjie Yang, Ellie Wen, Hong Li, Lin Yang, Chonglin Sun, Whitney Zhao, Dimitry Melts, Krishna Dhulipala, K. R. Kishore, Tyler Graf, Assaf Eisenman, Kiran Kumar Matam, Adi Gangidi, Guoqiang Jerry Chen, Manoj Krishnan, Avinash Nayak, Krishnakumar Nair, Bharath Muthiah, Mahmoud khorashadi, Pallab Bhattacharya, Petr Lapukhov, Maxim Naumov, Lin Qiao, Mikhail Smelyanskiy, Bill Jia, Vijay Rao:
High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models. CoRR abs/2104.05158 (2021) - [i11]Junjie Yang, Kaiyi Ji, Yingbin Liang:
Provably Faster Algorithms for Bilevel Optimization. CoRR abs/2106.04692 (2021) - [i10]Junjie Yang, Hao Sun, Hao An, Changhong Wang:
Impact Mitigation for Dynamic Legged Robots with Steel Wire Transmission Using Nonlinear Active Compliance Control. CoRR abs/2108.01481 (2021) - [i9]Shervin Dehghani, Michael Sommersperger, Junjie Yang, Benjamin Busam, Kai Huang, Peter Gehlbach, Iulian Iordachita, Nassir Navab, M. Ali Nasseri:
ColibriDoc: An Eye-in-Hand Autonomous Trocar Docking System. CoRR abs/2111.15373 (2021) - 2020
- [j43]Weihong Cai, Junjie Yang, Yidan Yu, Youyi Song, Teng Zhou, Jing Qin:
PSO-ELM: A Hybrid Learning Model for Short-Term Traffic Flow Forecasting. IEEE Access 8: 6505-6514 (2020) - [j42]Zhengzhi Lu, Guoan Yang, Junjie Yang, Yuhao Wang:
A Novel Circular Flexible Multiscale Geometric Analysis Method. IEEE Access 8: 31295-31305 (2020) - [j41]Xing Wu, Jorge Angeles, Ting Zou, Junjie Yang, Hongkai Li, Wei Li:
Trajectory Planning With Lamé-Curve Blending for Motor-Saturation Avoidance Upon Mobile-Robot Turning. IEEE Access 8: 58483-58496 (2020) - [j40]Qinghua Li, Feng Zeng, Qing Wu, Junjie Yang:
An Incentive Mechanism Based on Bertrand Game for Opportunistic Edge Computing. IEEE Access 8: 229173-229183 (2020) - [j39]Guoan Yang, Junjie Yang, Zhengzhi Lu, Deyang Liu:
A convolutional neural network with sparse representation. Knowl. Based Syst. 209: 106419 (2020) - [j38]Yanguang Wang, Guanna Huang, Junjie Yang, Huadong Lai, Shun Liu, Changrun Chen, Weichao Xu:
Change Point Detection with Mean Shift Based on AUC from Symmetric Sliding Windows. Symmetry 12(4): 599 (2020) - [j37]Kan Xie, Guoxu Zhou, Junjie Yang, Zhaoshui He, Shengli Xie:
Eliminating the Permutation Ambiguity of Convolutive Blind Source Separation by Using Coupled Frequency Bins. IEEE Trans. Neural Networks Learn. Syst. 31(2): 589-599 (2020) - [c44]Cheng Chen, Junjie Yang, Yi Zhou:
Neural Network Training Techniques Regularize Optimization Trajectory: An Empirical Study. IEEE BigData 2020: 141-146 - [c43]Junjie Yang, Claude Delpha:
Open-Circuit Fault Diagnosis for Interleaved DC-DC Converters. IECON 2020: 3982-3987 - [c42]Xiaoya Zuo, Donghuan Xu, Peng Wang, Rugui Yao, Junjie Yang, Lulu Pan:
Modulation Pattern Recognition Based on Wavelet Approximate Coefficient Entropy. IoTaaS 2020: 673-684 - [c41]Guoan Yang, Libo Jian, Zhengzhi Lu, Junjie Yang, Deyang Liu:
A novel image recognition approach using multiscale saliency model and GoogLeNet. Image Processing: Algorithms and Systems 2020 - [i8]Zhuosheng Zhang, Junjie Yang, Hai Zhao:
Retrospective Reader for Machine Reading Comprehension. CoRR abs/2001.09694 (2020) - [i7]Kaiyi Ji, Junjie Yang, Yingbin Liang:
Multi-Step Model-Agnostic Meta-Learning: Convergence and Improved Algorithms. CoRR abs/2002.07836 (2020) - [i6]Junjie Yang, Zhuosheng Zhang, Hai Zhao:
Multi-span Style Extraction for Generative Reading Comprehension. CoRR abs/2009.07382 (2020) - [i5]Kaiyi Ji, Junjie Yang, Yingbin Liang:
Provably Faster Algorithms for Bilevel Optimization and Applications to Meta-Learning. CoRR abs/2010.07962 (2020) - [i4]Cheng Chen, Junjie Yang, Yi Zhou:
Neural Network Training Techniques Regularize Optimization Trajectory: An Empirical Study. CoRR abs/2011.06702 (2020)
2010 – 2019
- 2019
- [j36]Tao Wu, Junjie Yang, Xue Qin:
Image Data Field-Based Method for Stippling. IEEE Access 7: 44659-44675 (2019) - [j35]Guoan Yang, Zhengzhi Lu, Junjie Yang, Yuhao Wang:
An Adaptive Contourlet HMM-PCNN Model of Sparse Representation for Image Denoising. IEEE Access 7: 88243-88253 (2019) - [j34]Guoan Yang, Yuhao Wang, Junjie Yang, Zhengzhi Lu:
Fast and Robust Vanishing Point Detection Using Contourlet Texture Detector for Unstructured Road. IEEE Access 7: 139358-139367 (2019) - [j33]Naifan Xue, Junjie Yang, Daoyi Shen, Peng Xu, Kaixu Yang, Zhuhang Zhuo, Linnan Zhang, Jinshui Zhang:
The Location of Partial Discharge Sources Inside Power Transformers Based on TDOA Database With UHF Sensors. IEEE Access 7: 146732-146744 (2019) - [j32]Wei Jiang, Kaixu Yang, Junjie Yang, Rongwei Mao, Naifan Xue, Zhuhang Zhuo:
A Multiagent-Based Hierarchical Energy Management Strategy for Maximization of Renewable Energy Consumption in Interconnected Multi-Microgrids. IEEE Access 7: 169931-169945 (2019) - [j31]Junjie Yang, Yi Guo, Zuyuan Yang, Liu Yang, Shengli Xie:
Estimating Number of Speakers via Density-Based Clustering and Classification Decision. IEEE Access 7: 176541-176551 (2019) - [j30]Yuan Xie, Kan Xie, Junjie Yang, Zongze Wu, Shengli Xie:
Underdetermined Reverberant Audio-Source Separation Through Improved Expectation-Maximization Algorithm. Circuits Syst. Signal Process. 38(6): 2877-2889 (2019) - [j29]Ning Li, Junjie Yang, Jiaming Zhang, Cheng Liang, Ying Wang, Bin Chen, Changying Zhao, Jingwen Wang, Guangye Zhang, Dongmei Zhao, Yi Liu, Lehai Zhang, Jun Yang, Guimei Li, Zhongtao Gai, Lei Zhang, Guoping Zhao:
Correlation of Gut Microbiome Between ASD Children and Mothers and Potential Biomarkers for Risk Assessment. Genom. Proteom. Bioinform. 17(1): 26-38 (2019) - [j28]Shenglin Li, Junjie Yang, Wen-Zhan Song, An Chen:
A Real-Time Electricity Scheduling for Residential Home Energy Management. IEEE Internet Things J. 6(2): 2602-2611 (2019) - [j27]Eugenia San Segundo, Junjie Yang:
Formant dynamics of Spanish vocalic sequences in related speakers: A forensic-voice-comparison investigation. J. Phonetics 75: 1-26 (2019) - [j26]Junjie Yang, Yi Guo, Zuyuan Yang, Shengli Xie:
Under-Determined Convolutive Blind Source Separation Combining Density-Based Clustering and Sparse Reconstruction in Time-Frequency Domain. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(8): 3015-3027 (2019) - [j25]Zhihao Zhao, Wenquan Zhang, Jianfeng Gu, Junjie Yang, Kai Huang:
Lidar Mapping Optimization Based on Lightweight Semantic Segmentation. IEEE Trans. Intell. Veh. 4(3): 353-362 (2019) - [c40]Yubo Song, Qiang Huang, Junjie Yang, Ming Fan, Aiqun Hu, Yu Jiang:
IoT device fingerprinting for relieving pressure in the access control. ACM TUR-C 2019: 143:1-143:8 - [c39]Junjie Yang, Hao Sun, Dongping Wu, Xiaodong Chen, Changhong Wang:
SLIP Model-Based Foot-to-Ground Contact Sensation via Kalman Filter for Miniaturized Quadruped Robots. ICIRA (5) 2019: 3-14 - [c38]Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang, Vahid Tarokh:
SGD Converges to Global Minimum in Deep Learning via Star-convex Path. ICLR (Poster) 2019 - [c37]Wei Jiang, Kaixu Yang, Junjie Yang, Naifan Xue, Zhuhang Zhuo:
Energy Management Strategy for Maximization of Renewable Energy Consumption in Multi-microgrids. ICSAI 2019: 325-329 - [c36]Zhuhang Zhuo, Junjie Yang, Fengye Hu, Kaixu Yang, Naifan Xue:
Two-Stage Optimized Dispatch Strategy of AC/DC Hybrid Microgrid under Uncertainty. ICSAI 2019: 335-339 - [i3]Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang, Vahid Tarokh:
SGD Converges to Global Minimum in Deep Learning via Star-convex Path. CoRR abs/1901.00451 (2019) - [i2]Junjie Yang, Hai Zhao:
Deepening Hidden Representations from Pre-trained Language Models for Natural Language Understanding. CoRR abs/1911.01940 (2019) - 2018
- [j24]Ye Mei, Juanjuan Peng, Junjie Yang:
Convex Aggregation Operators and Their Applications to Multi-Hesitant Fuzzy Multi-Criteria Decision-Making. Inf. 9(9): 207 (2018) - [j23]Junjie Yang, Gengqiang Huang, Chunjuan Wei:
Privacy-aware electricity scheduling for home energy management system. Peer-to-Peer Netw. Appl. 11(2): 309-317 (2018) - [j22]Wei Jiang, Junjie Yang:
Energy-constraint rate distortion optimization for compressive sensing-based image coding. Signal Image Video Process. 12(7): 1419-1427 (2018) - [j21]Yuan Xie, Kan Xie, Junjie Yang, Shengli Xie:
Underdetermined Blind Source Separation Combining Tensor Decomposition and Nonnegative Matrix Factorization. Symmetry 10(10): 521 (2018) - [j20]Song Tan, Wen-Zhan Song, Michael Stewart, Junjie Yang, Lang Tong:
Online Data Integrity Attacks Against Real-Time Electrical Market in Smart Grid. IEEE Trans. Smart Grid 9(1): 313-322 (2018) - [c35]Rongjie Yan, Di Zhu, Fan Zhang, Yiqi Lv, Junjie Yang, Kai Huang:
Resource-Aware Design for Reliable Autonomous Applications with Multiple Periods. FM 2018: 294-311 - [c34]Junjie Yang, Chao Wang, Xiaoxiao Wang, Cong Shen:
A Machine Learning Approach to User Association in Enterprise Small Cell Networks. ICCC 2018: 850-854 - [c33]Guoan Yang, Xinyu Zhang, Zhengzhi Lu, Yuhao Wang, Junjie Yang, Wenyi Ren:
Research on Visual Saliency Model Based on CovSal Algorithm and Histogram Contrast. ICCMA 2018: 180-185 - [c32]Rongjie Yan, Junjie Yang, Di Zhu, Kai Huang:
Design Verification and Validation for Reliable Safety-Critical Autonomous Control Systems. ICECCS 2018: 170-179 - [c31]Guanhua Huang, Junjie Yang, Naifan Xue, Jicheng Fang:
Economic dispatch of active distribution power system with multi-microgrid based on non-cooperation games theory. ICSAI 2018: 203-208 - [c30]Naifan Xue, Junjie Yang:
The Location of Partial Discharge Source in the Power Transformer with UHF Sensors. ICSAI 2018: 261-265 - [c29]Guoan Yang, Yuning You, Zhengzhi Lu, Junjie Yang, Yuhao Wang:
An Optimization Approach of Compressive Sensing Recovery Using Split Quadratic Bregman Iteration with Smoothed ℓ0 Norm. IPAS 2018: 226-231 - [c28]Wenquan Zhang, Chancheng Zhou, Junjie Yang, Kai Huang:
LiSeg: Lightweight Road-object Semantic Segmentation In 3D LiDAR Scans For Autonomous Driving. Intelligent Vehicles Symposium 2018: 1021-1026 - 2017
- [j19]Shengli Xie, Junjie Yang, Kan Xie, Yi Liu, Zhaoshui He:
Low-Sparsity Unobservable Attacks Against Smart Grid: Attack Exposure Analysis and a Data-Driven Attack Scheme. IEEE Access 5: 8183-8193 (2017) - [j18]Bo Ban, Junjie Yang, Pengguang Chen, Jianbin Xiong, Qinruo Wang:
Ship Track Regression Based on Support Vector Machine. IEEE Access 5: 18836-18846 (2017) - [j17]Xiangping Zhai, Junjie Yang, Lin Cui:
Wireless Network Localization via Alternating Projections with TDOA and FDOA Measurements. Ad Hoc Sens. Wirel. Networks 38(1-4): 1-20 (2017) - [j16]Song Tan, Debraj De, Wen-Zhan Song, Junjie Yang, Sajal K. Das:
Survey of Security Advances in Smart Grid: A Data Driven Approach. IEEE Commun. Surv. Tutorials 19(1): 397-422 (2017) - [j15]Qifen Dong, Li Yu, Wenzhan Song, Junjie Yang, Yuan Wu, Jun Qi:
Fast distributed demand response algorithm in smart grid. IEEE CAA J. Autom. Sinica 4(2): 280-296 (2017) - [j14]Yueying Huang, Junjie Yang:
A Novel Identity-Based Signcryption Scheme in the Standard Model. Inf. 8(2): 58 (2017) - [j13]Wei Jiang, Junjie Yang:
The Rate-Distortion Optimized Compressive Sensing for Image Coding. J. Signal Process. Syst. 86(1): 85-97 (2017) - [c27]Keqiang He, Weite Qin, Qiwei Zhang, Wenfei Wu, Junjie Yang, Tian Pan, Chengchen Hu, Jiao Zhang, Brent E. Stephens, Aditya Akella, Ying Zhang:
Low Latency Software Rate Limiters for Cloud Networks. APNet 2017: 78-84 - [c26]Junjie Yang, Zuyuan Yang, Yi Guo, Shengli Xie:
Blind Source Separation: Detecting Unknown Sources Number In Covariance Domain. ICCAE 2017: 163-168 - [c25]Ling Wang, Junjie Yang, Xiaojun Song:
A QoE-Driven Spectrum Decision Scheme for Multimedia Transmissions over Cognitive Radio Networks. ICCCN 2017: 1-5 - 2016
- [j12]Mitsuhiro Kamezaki, Junjie Yang, Hiroyasu Iwata, Shigeki Sugano:
Visibility Enhancement using Autonomous Multicamera Controls with Situational Role Assignment for Teleoperated Work Machines. J. Field Robotics 33(6): 802-824 (2016) - [j11]Minglei Tong, Zhouye Gu, Nam Ling, Junjie Yang:
Human centered perceptual adaptation for video coding. Multidimens. Syst. Signal Process. 27(3): 785-799 (2016) - [j10]Song Tan, Wen-Zhan Song, Steve Yothment, Junjie Yang, Lang Tong:
ScorePlus: A Software-Hardware Hybrid and Federated Experiment Environment for Smart Grid. ACM Trans. Embed. Comput. Syst. 16(1): 19:1-19:25 (2016) - [c24]Kui Chen, Mitsuhiro Kamezaki, Takahiro Katano, Junjie Yang, Tatsuzo Ishida, Masatoshi Seki, Ken Ichiryu, Shigeki Sugano:
Fundamental development of a virtual reality simulator for four-arm disaster rescue robot OCTOPUS. AIM 2016: 721-726 - [c23]Gengqiang Huang, Junjie Yang, Chunjuan Wei:
Cost-Effective and Comfort-Aware Electricity Scheduling for Home Energy Management System. BDCloud-SocialCom-SustainCom 2016: 453-460 - [c22]Jianming Lv, Xingtong Wang, Fengtao Huang, Junjie Yang, Tianfeng Wu, Qifa Yan:
TREST: A Hadoop Based Distributed Mobile Trajectory Retrieval System. DSC 2016: 341-346 - [c21]Tao Wu, Limin Zhang, Junjie Yang:
Automatic generation of aesthetic patterns with cloud model. ICNC-FSKD 2016: 1077-1084 - 2015
- [c20]Goutham Kamath, Wen-Zhan Song, Paritosh Ramanan, Lei Shi, Junjie Yang:
DRISTI: Distributed Real-Time In-Situ Seismic Tomographic Imaging. CIT/IUCC/DASC/PICom 2015: 1244-1251 - [c19]Junjie Yang, Rong Yu, Yi Liu, Shengli Xie, Yan Zhang:
A two-stage attacking scheme for low-sparsity unobservable attacks in smart grid. ICC 2015: 7210-7215 - [c18]Junjie Yang, Mitsuhiro Kamezaki, Ryuya Sato, Hiroyasu Iwata, Shigeki Sugano:
Performance Analysis in Advanced Tele-operation System Based on Introduction of Danger-Avoidance View. ICIRA (3) 2015: 401-412 - [c17]Junjie Yang, Mitsuhiro Kamezaki, Ryuya Sato, Hiroyasu Iwata, Shigeki Sugano:
Inducement of visual attention using augmented reality for multi-display systems in advanced tele-operation. IROS 2015: 5364-5369 - [c16]Song Tan, Wen-Zhan Song, Steve Yothment, Junjie Yang, Lang Tong:
ScorePlus: An integrated scalable cyber-physical experiment environment for Smart Grid. SECON 2015: 381-389 - 2014
- [j9]Mitsuhiro Kamezaki, Junjie Yang, Hiroyasu Iwata, Shigeki Sugano:
A Basic Framework of Virtual Reality Simulator for Advancing Disaster Response Work Using Teleoperated Work Machines. J. Robotics Mechatronics 26(4): 486-495 (2014) - [j8]Jiechang Wen, Suxian Zhang, Junjie Yang:
A Fast Algorithm for Undedetermined Mixing Matrix Identification Based on Mixture of Guassian (MoG) Sources Model. J. Softw. 9(1): 184-189 (2014) - [j7]Junjie Yang, Shengli Xie, Xiangyun Zhou, Rong Yu, Yan Zhang:
A Semiblind Two-Way Training Method for Discriminatory Channel Estimation in MIMO Systems. IEEE Trans. Commun. 62(7): 2400-2410 (2014) - [c15]Junjie Yang, Mitsuhiro Kamezaki, Hiroyasu Iwata, Shigeki Sugano:
Analysis of effective environmental-camera images using virtual environment for advanced unmanned construction. AIM 2014: 664-669 - [c14]Junjie Yang, Rong Yu, Xiangyun Zhou, Yan Zhang:
An improved two-way training for discriminatory channel estimation via semiblind approach. ICC 2014: 4442-4447 - [c13]Mitsuhiro Kamezaki, Junjie Yang, Hiroyasu Iwata, Shigeki Sugano:
An autonomous multi-camera control system using situation-based role assignment for tele-operated work machines. ICRA 2014: 5971-5976 - [i1]Junjie Yang, Shengli Xie, Xiangyun Zhou, Rong Yu, Yan Zhang:
A Semiblind Two-Way Training Method for Discriminatory Channel Estimation in MIMO Systems. CoRR abs/1405.4626 (2014) - 2013
- [c12]Mitsuhiro Kamezaki, Gonzalo Aguirre Dominguez, Junjie Yang, Hiroyasu Iwata, Shigeki Sugano:
Development of a tele-operation simulator based on virtual reality environment for advanced unmanned construction. SII 2013: 855-860 - 2012
- [j6]Junjie Yang:
A New Particle Swarm Optimization Algorithm to Hierarchy Multi-objective Optimization Problems and Its Application in Optimal Operation of Hydropower Stations. J. Comput. 7(8): 2039-2046 (2012) - 2011
- [c11]Shenglin Xu, Zhaoshu Liang, Jun Tao, Junjie Yang, Xi Yan:
An Experimental Research on the Trepanning Moulds with Frame Electrode of Small Copper Tube by EDM. ICDMA 2011: 181-184
2000 – 2009
- 2009
- [j5]Junjie Yang, Jianzhong Zhou, Li Liu, Yinghai Li:
A novel strategy of pareto-optimal solution searching in multi-objective particle swarm optimization (MOPSO). Comput. Math. Appl. 57(11-12): 1995-2000 (2009) - [j4]Xiuqiao Xiang, Jianzhong Zhou, Junjie Yang, Li Liu, Xueli An, Chaoshun Li:
Mechanic signal analysis based on the Haar-type orthogonal matrix. Expert Syst. Appl. 36(6): 9674-9677 (2009) - [j3]Junjie Yang:
Optical Communications Packet scheduling algorithms for optical packet switch with shared WDM buffers. Eur. Trans. Telecommun. 20(5): 508-512 (2009) - 2008
- [c10]Yinghai Li, Jianzhong Zhou, Hui Qin, Youlin Lu, Junjie Yang:
Adaptive Niche Multi-objective Particle Swarm Optimization Algorithm. ICNC (1) 2008: 418-422 - [c9]Yinghai Li, Jianzhong Zhou, Junjie Yang, Li Liu, Hui Qin, Li Yang:
The Chaos-Based Shuffled Frog Leaping Algorithm and Its Application. ICNC (1) 2008: 481-485 - [c8]Yaoyao He, Jianzhong Zhou, Chaoshun Li, Junjie Yang, Qingqing Li:
A Precise Chaotic Particle Swarm Optimization Algorithm based on Improved Tent Map. ICNC (7) 2008: 569-573 - [c7]Junjie Yang, Jianzhong Zhou, Li Liu, Yinghai Li, Zhengjia Wu:
Similarity Measures between Connection Numbers of Set Pair Analysis. ISNN (1) 2008: 63-68 - 2007
- [c6]Junjie Yang, Rongqiao Wang, Jiang Fan, Xinmin Du, Zebang Zhang:
Quality Information Management System Under Collaborative Environment. CDVE 2007: 167-174 - 2006
- [j2]Junjie Yang, Qingji Zeng, Tong Ye, Guolong Zhu:
A Totally Shared Optical Packet Switch: Dimensioning, Control Algorithm and Performance. Photonic Netw. Commun. 11(2): 173-185 (2006) - [c5]Fang Liu, Jian-Zhong Zhou, Fangpeng Qiu, Junjie Yang, Li Liu:
Nonlinear Hydrological Time Series Forecasting Based on the Relevance Vector Regression. ICONIP (2) 2006: 880-889 - [c4]Fang Liu, Jian-Zhong Zhou, Fangpeng Qiu, Junjie Yang:
Biased Wavelet Neural Network and Its Application to Streamflow Forecast. ISNN (1) 2006: 880-888 - 2005
- [j1]Tong Ye, Qingji Zeng, Wei Wei, Guolong Zhu, Junjie Yang, Yaohui Jin, Lannes Yannick:
Routing algorithms in IP/WDM networks based on hop-constraint lightpath establishment approach. IEEE Commun. Lett. 9(2): 181-183 (2005) - [c3]Wei Wei, Zhongheng Ji, Junjie Yang, Qingji Zeng:
On Integrated QoS Control in IP/WDM Networks. ICN (1) 2005: 334-341 - 2004
- [c2]Junjie Yang, Sheldon X.-D. Tan:
Behavioural modelling of analog circuits by dynamic semi-symbolic analysis. ISCAS (5) 2004: 105-108 - [c1]Junjie Yang, Sheldon X.-D. Tan:
An efficient algorithm for transient and distortion analysis of mildly nonlinear analog circuits. ISCAS (5) 2004: 129-132
Coauthor Index
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