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ORCIDYonggang Wen 0001
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- affiliation: Nanyang Technological University, Singapore
- affiliation (PhD 2008): Massachusetts Institute of Technology, Cambridge, MA, USA
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2020 – today
- 2024
[j148]Zhisheng Ye
, Wei Gao, Qinghao Hu, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen:
Deep Learning Workload Scheduling in GPU Datacenters: A Survey. ACM Comput. Surv. 56(6): 146:1-146:38 (2024)- [j147]Wei Gao, Zhisheng Ye, Peng Sun, Tianwei Zhang, Yonggang Wen:
UniSched: A Unified Scheduler for Deep Learning Training Jobs With Different User Demands. IEEE Trans. Computers 73(6): 1500-1515 (2024) - [j146]Ruihang Wang, Zhiwei Cao, Xin Zhou, Yonggang Wen, Rui Tan:
Green Data Center Cooling Control via Physics-guided Safe Reinforcement Learning. ACM Trans. Cyber Phys. Syst. 8(2): 19 (2024) - [j145]Yipeng Zhou, Runze Wang, Jiahao Liu, Di Wu, Shui Yu, Yonggang Wen:
Exploring the Practicality of Differentially Private Federated Learning: A Local Iteration Tuning Approach. IEEE Trans. Dependable Secur. Comput. 21(4): 3280-3294 (2024) - [j144]Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao:
Not All Instances Contribute Equally: Instance-Adaptive Class Representation Learning for Few-Shot Visual Recognition. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5447-5460 (2024) - [j143]Hongzhou Chen, Haihan Duan, Maha Abdallah, Yufeng Zhu, Yonggang Wen, Abdulmotaleb El-Saddik, Wei Cai:
Web3 Metaverse: State-of-the-Art and Vision. ACM Trans. Multim. Comput. Commun. Appl. 20(4): 101:1-101:42 (2024) - [j142]Zhiwei Cao, Xin Zhou, Xiangyu Wu, Zhaomeng Zhu, Tracy Liu, Jeffery Neng, Yonggang Wen:
Data Center Sustainability: Revisits and Outlooks. IEEE Trans. Sustain. Comput. 9(3): 236-248 (2024) - [c161]Meng Zhang, Qinghao Hu, Cheng Wan, Haozhao Wang, Peng Sun, Yonggang Wen, Tianwei Zhang:
Sylvie: 3D-Adaptive and Universal System for Large-Scale Graph Neural Network Training. ICDE 2024: 3823-3836 - [c160]Ziyi Zhang, Sen Zhang, Yibing Zhan, Yong Luo, Yonggang Wen, Dacheng Tao:
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases. ICML 2024 - [c159]Wei Gao, Weiming Zhuang, Minghao Li, Peng Sun, Yonggang Wen, Tianwei Zhang:
Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters. ICS 2024: 259-271 - [c158]Wei Gao, Xu Zhang, Shan Huang, Shangwei Guo, Peng Sun, Yonggang Wen, Tianwei Zhang:
AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads. ICS 2024: 473-484 - [c157]Shuai Wang, Yibing Zhan, Yong Luo, Han Hu, Wei Yu, Yonggang Wen, Dacheng Tao:
Joint Input and Output Coordination for Class-Incremental Learning. IJCAI 2024: 5108-5116 - [c156]Qiaoling Chen, Qinghao Hu, Guoteng Wang, Yingtong Xiong, Ting Huang, Xun Chen, Yang Gao, Hang Yan, Yonggang Wen, Tianwei Zhang, Peng Sun:
Lins: Reducing Communication Overhead of ZeRO for Efficient LLM Training. IWQoS 2024: 1-10 - [c155]Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang:
Characterization of Large Language Model Development in the Datacenter. NSDI 2024: 709-729 - [c154]Haozhao Wang, Yabo Jia, Meng Zhang, Qinghao Hu, Hao Ren, Peng Sun, Yonggang Wen, Tianwei Zhang:
FedDSE: Distribution-aware Sub-model Extraction for Federated Learning over Resource-constrained Devices. WWW 2024: 2902-2913 - [i78]Qiaoling Chen, Diandian Gu, Guoteng Wang, Xun Chen, YingTong Xiong, Ting Huang, Qinghao Hu, Xin Jin, Yonggang Wen, Tianwei Zhang, Peng Sun:
InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding. CoRR abs/2401.09149 (2024) - [i77]Ziyi Zhang, Sen Zhang, Yibing Zhan, Yong Luo, Yonggang Wen, Dacheng Tao:
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases. CoRR abs/2402.08552 (2024) - [i76]Qinghao Hu, Zhisheng Ye, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo, Yonggang Wen, Tianwei Zhang:
Characterization of Large Language Model Development in the Datacenter. CoRR abs/2403.07648 (2024) - [i75]Xuming An, Dui Wang, Li Shen, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao:
Federated Learning with Only Positive Labels by Exploring Label Correlations. CoRR abs/2404.15598 (2024) - [i74]Diandian Gu, Peng Sun, Qinghao Hu, Ting Huang, Xun Chen, Yingtong Xiong, Guoteng Wang, Qiaoling Chen, Shangchun Zhao, Jiarui Fang, Yonggang Wen, Tianwei Zhang, Xin Jin, Xuanzhe Liu:
LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism. CoRR abs/2406.18485 (2024) - [i73]Meng Zhang, Jie Sun, Qinghao Hu, Peng Sun, Zeke Wang, Yonggang Wen, Tianwei Zhang:
TorchGT: A Holistic System for Large-scale Graph Transformer Training. CoRR abs/2407.14106 (2024) - [i72]Jiangfei Duan, Shuo Zhang, Zerui Wang, Lijuan Jiang, Wenwen Qu, Qinghao Hu, Guoteng Wang, Qizhen Weng, Hang Yan, Xingcheng Zhang, Xipeng Qiu, Dahua Lin, Yonggang Wen, Xin Jin, Tianwei Zhang, Peng Sun:
Efficient Training of Large Language Models on Distributed Infrastructures: A Survey. CoRR abs/2407.20018 (2024) - [i71]Shuai Wang, Yibing Zhan, Yong Luo, Han Hu, Wei Yu, Yonggang Wen, Dacheng Tao:
Joint Input and Output Coordination for Class-Incremental Learning. CoRR abs/2409.05620 (2024) - [i70]Yijing Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Yonggang Wen, Dong In Kim:
Generative AI in Data Center Networking: Fundamentals, Perspectives, and Case Study. CoRR abs/2409.09343 (2024) - 2023
- [j141]Mengya Han, Yibing Zhan, Baosheng Yu, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao:
Region-adaptive Concept Aggregation for Few-shot Visual Recognition. Mach. Intell. Res. 20(4): 554-568 (2023) - [j140]Wei Gao, Xu Zhang, Shangwei Guo, Tianwei Zhang, Tao Xiang, Han Qiu, Yonggang Wen, Yang Liu:
Automatic Transformation Search Against Deep Leakage From Gradients. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 10650-10668 (2023) - [j139]Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua:
Learning Relation Prototype From Unlabeled Texts for Long-Tail Relation Extraction. IEEE Trans. Knowl. Data Eng. 35(2): 1761-1774 (2023) - [j138]Jie Gui, Zhenan Sun, Yonggang Wen, Dacheng Tao, Jieping Ye:
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. IEEE Trans. Knowl. Data Eng. 35(4): 3313-3332 (2023) - [j137]Yonggang Wen:
Editorial. IEEE Trans. Multim. 25: 1060 (2023) - [j136]Xingyu Yang, Mengya Han, Yong Luo, Han Hu, Yonggang Wen:
Two-Stream Prototype Learning Network for Few-Shot Face Recognition Under Occlusions. IEEE Trans. Multim. 25: 1555-1563 (2023) - [j135]Guanyu Gao, Yonggang Wen, Dacheng Tao:
Distributed Energy Trading and Scheduling Among Microgrids via Multiagent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10638-10652 (2023) - [j134]Ruihang Wang, Deneng Xia, Zhiwei Cao, Yonggang Wen, Rui Tan, Xin Zhou:
Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction. ACM Trans. Model. Comput. Simul. 33(4): 11:1-11:24 (2023) - [j133]Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang:
Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis. ACM Trans. Multim. Comput. Commun. Appl. 19(1s): 38:1-38:18 (2023) - [j132]Yongyi Ran, Xin Zhou, Han Hu, Yonggang Wen:
Optimizing Data Center Energy Efficiency via Event-Driven Deep Reinforcement Learning. IEEE Trans. Serv. Comput. 16(2): 1296-1309 (2023) - [j131]Yongyi Ran, Han Hu, Yonggang Wen, Xin Zhou:
Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning. IEEE Trans. Serv. Comput. 16(2): 1310-1323 (2023) - [c153]Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao:
FedABC: Targeting Fair Competition in Personalized Federated Learning. AAAI 2023: 10095-10103 - [c152]Changsen Yuan, Heyan Huang, Yixin Cao, Yonggang Wen:
Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction. ACL (1) 2023: 16222-16234 - [c151]Qinghao Hu, Meng Zhang, Peng Sun, Yonggang Wen, Tianwei Zhang:
Lucid: A Non-intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs. ASPLOS (2) 2023: 457-472 - [c150]Ruihang Wang, Zhiwei Cao, Xin Zhou, Yonggang Wen, Rui Tan:
Phyllis: Physics-Informed Lifelong Reinforcement Learning for Data Center Cooling Control. e-Energy 2023: 114-126 - [c149]Zhiwei Cao, Ruihang Wang, Xin Zhou, Yonggang Wen:
Toward Model-Assisted Safe Reinforcement Learning for Data Center Cooling Control: A Lyapunov-based Approach. e-Energy 2023: 333-346 - [c148]Weiming Zhuang, Yonggang Wen, Lingjuan Lyu, Shuai Zhang:
MAS: Towards Resource-Efficient Federated Multiple-Task Learning. ICCV 2023: 23357-23367 - [c147]Mengzhong Ma, Te Bao, Yonggang Wen:
Enhancing Portfolio Performance with Crypto Tokens: a Correlation Network Analysis. ICDCS Workshops 2023: 31-36 - [c146]Rui Xu, Yong Luo, Han Hu, Bo Du, Jialie Shen, Yonggang Wen:
Rethinking the Localization in Weakly Supervised Object Localization. ACM Multimedia 2023: 5484-5494 - [c145]Qinghao Hu, Zhisheng Ye, Meng Zhang, Qiaoling Chen, Peng Sun, Yonggang Wen, Tianwei Zhang:
Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters. OSDI 2023: 757-777 - [c144]Minghao Li, Ruihang Wang, Xin Zhou, Zhaomeng Zhu, Yonggang Wen, Rui Tan:
ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models. BuildSys@SenSys 2023: 208-211 - [i69]Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao:
FedABC: Targeting Fair Competition in Personalized Federated Learning. CoRR abs/2302.07450 (2023) - [i68]Meng Zhang, Qinghao Hu, Peng Sun, Yonggang Wen, Tianwei Zhang:
Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication. CoRR abs/2303.01277 (2023) - [i67]Ting Zhe, Yongqian Li, Jing Zhang, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao:
FHA-Kitchens: A Novel Dataset for Fine-Grained Hand Action Recognition in Kitchen Scenes. CoRR abs/2306.10858 (2023) - [i66]Weiming Zhuang, Yonggang Wen, Lingjuan Lyu, Shuai Zhang:
MAS: Towards Resource-Efficient Federated Multiple-Task Learning. CoRR abs/2307.11285 (2023) - [i65]Rui Xu, Yong Luo, Han Hu, Bo Du, Jialie Shen, Yonggang Wen:
Rethinking the Localization in Weakly Supervised Object Localization. CoRR abs/2308.06161 (2023) - [i64]Mengya Han, Heliang Zheng, Chaoyue Wang, Yong Luo, Han Hu, Jing Zhang, Yonggang Wen:
PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning. CoRR abs/2308.12757 (2023) - [i63]Qiaoling Chen, Qinghao Hu, Zhisheng Ye, Guoteng Wang, Peng Sun, Yonggang Wen, Tianwei Zhang:
AMSP: Super-Scaling LLM Training via Advanced Model States Partitioning. CoRR abs/2311.00257 (2023) - 2022
- [j130]Zhiwei Cao, Xin Zhou, Han Hu, Zhi Wang, Yonggang Wen:
Toward a Systematic Survey for Carbon Neutral Data Centers. IEEE Commun. Surv. Tutorials 24(2): 895-936 (2022) - [j129]Guanyu Gao, Chengru Song, T. G. Thusitha Asela Bandara, Meng Shen, Fan Yang, Wolf Posdorfer, Dacheng Tao, Yonggang Wen:
FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI. IEEE Internet Things J. 9(7): 5200-5215 (2022) - [j128]Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang:
EasyFL: A Low-Code Federated Learning Platform for Dummies. IEEE Internet Things J. 9(15): 13740-13754 (2022) - [j127]Peng Sun, Yonggang Wen, Ruobing Han, Wansen Feng, Shengen Yan:
GradientFlow: Optimizing Network Performance for Large-Scale Distributed DNN Training. IEEE Trans. Big Data 8(2): 495-507 (2022) - [c143]Zichen Zhang, Yong Luo, Yonggang Wen, Xinwen Zhang:
CycleResume: A Cycle Learning Framework with Hybrid Attention for Fine-Grained Talent-Job Fit. CICAI (3) 2022: 260-271 - [c142]Wei Gao, Peng Sun, Yonggang Wen, Tianwei Zhang:
Titan: a scheduler for foundation model fine-tuning workloads. SoCC 2022: 348-354 - [c141]Ruihang Wang, Xinyi Zhang, Xin Zhou, Yonggang Wen, Rui Tan:
Toward Physics-Guided Safe Deep Reinforcement Learning for Green Data Center Cooling Control. ICCPS 2022: 159-169 - [c140]Weiming Zhuang, Yonggang Wen, Shuai Zhang:
Divergence-aware Federated Self-Supervised Learning. ICLR 2022 - [c139]Weiming Zhuang, Xin Gan, Xuesen Zhang, Yonggang Wen, Shuai Zhang, Shuai Yi:
Federated Unsupervised Domain Adaptation for Face Recognition. ICME 2022: 1-6 - [c138]Jiabei Liu, Weiming Zhuang, Yonggang Wen, Jun Huang, Wei Lin:
Optimizing Federated Unsupervised Person Re-identification via Camera-aware Clustering. MMSP 2022: 1-6 - [c137]Yong Luo, Ling-Yu Duan, Yan Bai, Tongliang Liu, Yihang Lou, Yonggang Wen:
Nonlinear Multi-Model Reuse. MMSP 2022: 1-6 - [c136]Zhiwei Cao, Ruihang Wang, Xin Zhou, Yonggang Wen:
Reducio: model reduction for data center predictive digital twins via physics-guided machine learning. BuildSys@SenSys 2022: 1-10 - [c135]Yongyi Ran, Xin Zhou, Han Hu, Yonggang Wen:
Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning. SERVICES 2022: 20 - [c134]Qinghao Hu, Harsha Nori, Peng Sun, Yonggang Wen, Tianwei Zhang:
Primo: Practical Learning-Augmented Systems with Interpretable Models. USENIX ATC 2022: 519-538 - [i62]Weiming Zhuang, Xin Gan, Yonggang Wen, Xuesen Zhang, Shuai Zhang, Shuai Yi:
Federated Unsupervised Domain Adaptation for Face Recognition. CoRR abs/2204.04382 (2022) - [i61]Weiming Zhuang, Yonggang Wen, Shuai Zhang:
Divergence-aware Federated Self-Supervised Learning. CoRR abs/2204.04385 (2022) - [i60]Wei Gao, Qinghao Hu, Zhisheng Ye, Peng Sun, Xiaolin Wang, Yingwei Luo, Tianwei Zhang, Yonggang Wen:
Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision. CoRR abs/2205.11913 (2022) - [i59]Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang:
Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis. CoRR abs/2205.12144 (2022) - [i58]Weiming Zhuang, Yonggang Wen, Shuai Zhang:
Smart Multi-tenant Federated Learning. CoRR abs/2207.04202 (2022) - [i57]Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao:
Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition. CoRR abs/2209.03034 (2022) - [i56]Zhenpeng Yao, Yanwei Lum, Andrew Johnston, Luis Martin Mejia-Mendoza, Xin Zhou, Yonggang Wen, Alán Aspuru-Guzik, Edward H. Sargent, Zhi Wei Seh:
Machine Learning for a Sustainable Energy Future. CoRR abs/2210.10391 (2022) - [i55]Qihuang Zhong, Liang Ding, Yibing Zhan, Yu Qiao, Yonggang Wen, Li Shen, Juhua Liu, Baosheng Yu, Bo Du, Yixin Chen, Xinbo Gao, Chunyan Miao, Xiaoou Tang, Dacheng Tao:
Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE. CoRR abs/2212.01853 (2022) - 2021
- [j126]Guanyu Gao, Yonggang Wen:
Video transcoding for adaptive bitrate streaming over edge-cloud continuum. Digit. Commun. Networks 7(4): 598-604 (2021) - [j125]Wei Zhang, Yonggang Wen, King-Jet Tseng, Guangyu Jin:
Demystifying Thermal Comfort in Smart Buildings: An Interpretable Machine Learning Approach. IEEE Internet Things J. 8(10): 8021-8031 (2021) - [j124]Jie Li, Wei Zhang, Guanyu Gao, Yonggang Wen, Guangyu Jin, George I. Christopoulos:
Toward Intelligent Multizone Thermal Control With Multiagent Deep Reinforcement Learning. IEEE Internet Things J. 8(14): 11150-11162 (2021) - [j123]Wei Zhang, Jie Li, Yonggang Wen, Yong Luo:
Toward a Wearable Crowdsource System to Monitor Respiratory Symptoms for Pandemic Early Warning. IEEE Netw. 35(3): 56-63 (2021) - [j122]Xin Zhou, Ruihang Wang, Yonggang Wen, Rui Tan:
Joint IT-Facility Optimization for Green Data Centers via Deep Reinforcement Learning. IEEE Netw. 35(6): 255-262 (2021) - [j121]Wei Zhang, Yonggang Wen, Loi Lei Lai, Fang Liu, Rui Fan:
Cost Optimal Data Center Servers: A Voltage Scaling Approach. IEEE Trans. Cloud Comput. 9(1): 118-130 (2021) - [j120]Yuan Xie, Bingqian Lin, Yanyun Qu, Cuihua Li, Wensheng Zhang, Lizhuang Ma, Yonggang Wen, Dacheng Tao:
Joint Deep Multi-View Learning for Image Clustering. IEEE Trans. Knowl. Data Eng. 33(11): 3594-3606 (2021) - [j119]Linsen Dong, Yuanlong Li, Xin Zhou, Yonggang Wen, Kyle Guan:
Intelligent Trainer for Dyna-Style Model-Based Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2758-2771 (2021) - [j118]Duc Van Le, Rongrong Wang, Yingbo Liu, Rui Tan, Yew-Wah Wong, Yonggang Wen:
Deep Reinforcement Learning for Tropical Air Free-cooled Data Center Control. ACM Trans. Sens. Networks 17(3): 24:1-24:28 (2021) - [c133]Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang:
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion. ACL/IJCNLP (1) 2021: 6855-6865 - [c132]Wei Gao, Zhisheng Ye, Peng Sun, Yonggang Wen, Tianwei Zhang:
Chronus: A Novel Deadline-aware Scheduler for Deep Learning Training Jobs. SoCC 2021: 609-623 - [c131]Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu:
Privacy-Preserving Collaborative Learning With Automatic Transformation Search. CVPR 2021: 114-123 - [c130]Wei Zhang, Yonggang Wen, Fang Liu:
Towards Cost-Optimal Energy Procurement for Cooling as a Service: A Data-Driven Approach. GLOBECOM 2021: 1-6 - [c129]Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang, Shuai Yi:
Collaborative Unsupervised Visual Representation Learning from Decentralized Data. ICCV 2021: 4892-4901 - [c128]Weiming Zhuang, Yonggang Wen, Shuai Zhang:
Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identification. ACM Multimedia 2021: 433-441 - [c127]Wen Wang, Yang Cao, Jing Zhang, Fengxiang He, Zheng-Jun Zha, Yonggang Wen, Dacheng Tao:
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers. ACM Multimedia 2021: 1730-1738 - [c126]Zhiwei Hao, Yong Luo, Han Hu, Jianping An, Yonggang Wen:
Data-Free Ensemble Knowledge Distillation for Privacy-conscious Multimedia Model Compression. ACM Multimedia 2021: 1803-1811 - [c125]Meng Shen, Huaizheng Zhang, Yixin Cao, Fan Yang, Yonggang Wen:
Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder. ACM Multimedia 2021: 2558-2566 - [c124]Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang:
Characterization and prediction of deep learning workloads in large-scale GPU datacenters. SC 2021: 104 - [c123]Wei Zhang, Fang Liu, Yonggang Wen, Bernard Nee:
Toward explainable and interpretable building energy modelling: an explainable artificial intelligence approach. BuildSys@SenSys 2021: 255-258 - [i54]Yao Fu, Yipeng Zhou, Di Wu, Shui Yu, Yonggang Wen, Chao Li:
On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times. CoRR abs/2101.04163 (2021) - [i53]Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan:
A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning. CoRR abs/2102.03012 (2021) - [i52]Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang:
EasyFL: A Low-code Federated Learning Platform For Dummies. CoRR abs/2105.07603 (2021) - [i51]Weiming Zhuang, Xin Gan, Yonggang Wen, Xuesen Zhang, Shuai Zhang, Shuai Yi:
Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning. CoRR abs/2105.07606 (2021) - [i50]Yuanming Li, Huaizheng Zhang, Shanshan Jiang, Fan Yang, Yonggang Wen, Yong Luo:
ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale. CoRR abs/2105.08275 (2021) - [i49]Yizheng Huang, Huaizheng Zhang, Yonggang Wen, Peng Sun, Nguyen Binh Duong Ta:
ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems. CoRR abs/2106.03122 (2021) - [i48]Wen Wang, Yang Cao, Jing Zhang, Fengxiang He, Zheng-Jun Zha, Yonggang Wen, Dacheng Tao:
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers. CoRR abs/2107.12636 (2021) - [i47]Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang:
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion. CoRR abs/2108.01387 (2021) - [i46]Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang, Shuai Yi:
Collaborative Unsupervised Visual Representation Learning from Decentralized Data. CoRR abs/2108.06492 (2021) - [i45]Weiming Zhuang, Yonggang Wen, Shuai Zhang:
Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identification. CoRR abs/2108.06493 (2021) - [i44]Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang:
Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters. CoRR abs/2109.01313 (2021) - [i43]Zhiwei Cao, Xin Zhou, Han Hu, Zhi Wang, Yonggang Wen:
Carbon Neutrality in Data Center. CoRR abs/2110.09284 (2021) - 2020
- [j117]Lu Liu, Yong Luo, Han Hu, Yonggang Wen, Dacheng Tao, Xin Yao:
xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes]. IEEE Comput. Intell. Mag. 15(2): 78-88 (2020) - [j116]Shuqiang Jiang, Weiqing Min, Yonggang Wen, Qingming Huang, Shuicheng Yan:
Deep neural networks for emerging multimedia computing and applications. Neurocomputing 395: 117-118 (2020) - [j115]Yong Luo, Han Hu, Yonggang Wen, Dacheng Tao:
Transforming Device Fingerprinting for Wireless Security via Online Multitask Metric Learning. IEEE Internet Things J. 7(1): 208-219 (2020) - [j114]Guanyu Gao, Jie Li, Yonggang Wen:
DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning. IEEE Internet Things J. 7(9): 8472-8484 (2020) - [j113]Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Noura Limam, Rolf Stadler, Yonggang Wen:
Guest Editorial Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking. IEEE J. Sel. Areas Commun. 38(10): 2229-2233 (2020) - [j112]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine. IEEE Trans. Big Data 6(4): 816-829 (2020) - [j111]Yuanlong Li, Yonggang Wen, Dacheng Tao, Kyle Guan:
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. IEEE Trans. Cybern. 50(5): 2002-2013 (2020) - [j110]Huaizheng Zhang, Linsen Dong, Guanyu Gao, Han Hu, Yonggang Wen, Kyle Guan:
DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction. IEEE Trans. Multim. 22(12): 3210-3223 (2020) - [j109]Deliang Yi, Xin Zhou, Yonggang Wen, Rui Tan:
Efficient Compute-Intensive Job Allocation in Data Centers via Deep Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. 31(6): 1474-1485 (2020) - [j108]Han Hu, Yonggang Wen, Lei Yin, Ling Qiu, Dusit Niyato:
Coordinating Workload Scheduling of Geo-Distributed Data Centers and Electricity Generation of Smart Grid. IEEE Trans. Serv. Comput. 13(6): 1007-1020 (2020) - [j107]Wei Zhang, Yonggang Wen, Loi Lei Lai, Fang Liu, Rui Fan:
Electricity Cost Minimization for Interruptible Workload in Datacenter Servers. IEEE Trans. Serv. Comput. 13(6): 1059-1071 (2020) - [j106]Lu Liu, Han Hu, Yong Luo, Yonggang Wen:
When Wireless Video Streaming Meets AI: A Deep Learning Approach. IEEE Wirel. Commun. 27(2): 127-133 (2020) - [c122]Huaizheng Zhang, Yong Luo, Qiming Ai, Yonggang Wen, Han Hu:
Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. ACM Multimedia 2020: 430-438 - [c121]Weiming Zhuang, Yonggang Wen, Xuesen Zhang, Xin Gan, Daiying Yin, Dongzhan Zhou, Shuai Zhang, Shuai Yi:
Performance Optimization of Federated Person Re-identification via Benchmark Analysis. ACM Multimedia 2020: 955-963 - [c120]Shikang Gan, Yong Luo, Yonggang Wen, Tongliang Liu, Han Hu:
Deep Heterogeneous Multi-Task Metric Learning for Visual Recognition and Retrieval. ACM Multimedia 2020: 1837-1845 - [c119]Yangxi Li, Han Hu, Jin Li, Yong Luo, Yonggang Wen:
Semi-supervised Online Multi-Task Metric Learning for Visual Recognition and Retrieval. ACM Multimedia 2020: 3377-3385 - [c118]Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan:
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. ACM Multimedia 2020: 4453-4456 - [c117]Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Ta Nguyen Binh Duong:
Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud. ACM Multimedia 2020: 4457-4460 - [c116]Rongrong Wang, Duc Van Le, Rui Tan, Yew-Wah Wong, Yonggang Wen:
Real-Time Cooling Power Attribution for Co-Located Data Center Rooms with Distinct Temperatures. BuildSys@SenSys 2020: 190-199 - [c115]Ruihang Wang, Xin Zhou, Linsen Dong, Yonggang Wen, Rui Tan, Li Chen, Guan Wang, Feng Zeng:
Kalibre: Knowledge-based Neural Surrogate Model Calibration for Data Center Digital Twins. BuildSys@SenSys 2020: 200-209 - [c114]Jie Li, Yonggang Wen, Wei Zhang:
An Urban Tropical Thermal Comfort Dataset for Smart Buildings. BuildSys@SenSys 2020: 318-319 - [i42]Jie Gui, Zhenan Sun, Yonggang Wen, Dacheng Tao, Jieping Ye:
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. CoRR abs/2001.06937 (2020) - [i41]Ruihang Wang, Yuanlong Li, Linsen Dong, Xin Zhou, Yonggang Wen, Rui Tan, Li Chen, Guan Wang, Feng Zeng:
Toward Automated Calibration of Data Center Digital Twins: A Neural Surrogate Approach. CoRR abs/2001.10681 (2020) - [i40]Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan:
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. CoRR abs/2006.05096 (2020) - [i39]Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Duong Nguyen Binh Ta:
Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud. CoRR abs/2006.05117 (2020) - [i38]Guanyu Gao, Yonggang Wen, Xiaohu Wu, Ran Wang:
Distributed Energy Trading and Scheduling among Microgrids via Multiagent Reinforcement Learning. CoRR abs/2007.04517 (2020) - [i37]Weiming Zhuang, Yonggang Wen, Xuesen Zhang, Xin Gan, Daiying Yin, Dongzhan Zhou, Shuai Zhang, Shuai Yi:
Performance Optimization for Federated Person Re-identification via Benchmark Analysis. CoRR abs/2008.11560 (2020) - [i36]Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan:
No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. CoRR abs/2011.02327 (2020) - [i35]Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu:
Privacy-preserving Collaborative Learning with Automatic Transformation Search. CoRR abs/2011.12505 (2020) - [i34]Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua:
Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction. CoRR abs/2011.13574 (2020) - [i33]Duc Van Le, Rongrong Wang, Yingbo Liu, Rui Tan, Yew-Wah Wong, Yonggang Wen:
Deep Reinforcement Learning for Tropical Air Free-Cooled Data Center Control. CoRR abs/2012.06834 (2020)
2010 – 2019
- 2019
- [j105]Wenbo Wang, Dinh Thai Hoang, Peizhao Hu, Zehui Xiong, Dusit Niyato, Ping Wang, Yonggang Wen, Dong In Kim:
A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks. IEEE Access 7: 22328-22370 (2019) - [j104]Xuecong Lee, Mengxuan Yan, Fangyuan Xu, Yue Wang, Yiliang Fan, Zekai Lee, Yonggang Wen, Mohammad Shahidehpour, Loi Lei Lai:
Virtual Storage-Based DSM With Error-Driven Prediction Modulation for Microgrids. IEEE Access 7: 71109-71118 (2019) - [j103]Wei Zhang, Weizheng Hu, Yonggang Wen:
Thermal Comfort Modeling for Smart Buildings: A Fine-Grained Deep Learning Approach. IEEE Internet Things J. 6(2): 2540-2549 (2019) - [j102]Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Yong Li, Rolf Stadler, Dacheng Tao, Yonggang Wen, Ying Zhang:
Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications. IEEE J. Sel. Areas Commun. 37(6): 1185-1191 (2019) - [j101]Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao:
Transferring Knowledge Fragments for Learning Distance Metric from a Heterogeneous Domain. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 1013-1026 (2019) - [j100]Guanyu Gao, Yonggang Wen, Cédric Westphal:
Dynamic Priority-Based Resource Provisioning for Video Transcoding With Heterogeneous QoS. IEEE Trans. Circuits Syst. Video Technol. 29(5): 1515-1529 (2019) - [j99]Han Hu, Yichao Jin, Yonggang Wen, Cédric Westphal:
Orchestrating Caching, Transcoding and Request Routing for Adaptive Video Streaming Over ICN. ACM Trans. Multim. Comput. Commun. Appl. 15(1): 24:1-24:23 (2019) - [c113]Yong Luo, Huaizheng Zhang, Yonggang Wen, Xinwen Zhang:
ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning. CIKM 2019: 1101-1110 - [c112]Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng:
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. ICC 2019: 1-8 - [c111]Han Hu, Cheng Zhan, Jianping An, Yonggang Wen:
Optimization for HTTP Adaptive Video Streaming in UAV-Enabled Relaying System. ICC 2019: 1-6 - [c110]Deliang Yi, Xin Zhou, Yonggang Wen, Rui Tan:
Toward Efficient Compute-Intensive Job Allocation for Green Data Centers: A Deep Reinforcement Learning Approach. ICDCS 2019: 634-644 - [c109]Yongyi Ran, Han Hu, Xin Zhou, Yonggang Wen:
DeepEE: Joint Optimization of Job Scheduling and Cooling Control for Data Center Energy Efficiency Using Deep Reinforcement Learning. ICDCS 2019: 645-655 - [c108]Qiang Fu, Linsen Dong, Ziyuan Liu, Yong Luo, Yonggang Wen, Ying Li, Ling-Yu Duan:
Incorporating Category Taxonomy in Deep Reinforcement Learning Based Image Hashing. ICME 2019: 127-132 - [c107]Fang Liu, Wei Zhang, Yonggang Wen:
QoE-Driven Mobile Streaming: A Location-Aware Approach. ICME 2019: 1708-1713 - [c106]Weizheng Hu, Yong Luo, Zongqing Lu, Yonggang Wen:
Heterogeneous Transfer Learning for Thermal Comfort Modeling. BuildSys@SenSys 2019: 61-70 - [c105]Duc Van Le, Yingbo Liu, Rongrong Wang, Rui Tan, Yew-Wah Wong, Yonggang Wen:
Control of Air Free-Cooled Data Centers in Tropics via Deep Reinforcement Learning. BuildSys@SenSys 2019: 306-315 - [c104]Yan Bai, Ling-Yu Duan, Yong Luo, Shiqi Wang, Yonggang Wen, Wen Gao:
Toward Intelligent Visual Sensing and Low-cost Analysis: A Collaborative Computing Approach. VCIP 2019: 1-4 - [r1]Peng Sun, Yonggang Wen:
Scalable Architectures for Big Data Analysis. Encyclopedia of Big Data Technologies 2019 - [i32]Guanyu Gao, Jie Li, Yonggang Wen:
Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning. CoRR abs/1901.04693 (2019) - [i31]Peng Sun, Wansen Feng, Ruobing Han, Shengen Yan, Yonggang Wen:
Optimizing Network Performance for Distributed DNN Training on GPU Clusters: ImageNet/AlexNet Training in 1.5 Minutes. CoRR abs/1902.06855 (2019) - [i30]Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao:
Cost-Sensitive Feature Selection by Optimizing F-Measures. CoRR abs/1904.02301 (2019) - [i29]Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen:
Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification. CoRR abs/1904.03921 (2019) - [i28]Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao:
Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain. CoRR abs/1904.04061 (2019) - [i27]Yong Luo, Yonggang Wen, Dacheng Tao:
Heterogeneous Multi-task Metric Learning across Multiple Domains. CoRR abs/1904.04081 (2019) - [i26]Yong Luo, Yonggang Wen, Dacheng Tao, Jie Gui, Chao Xu:
Large Margin Multi-modal Multi-task Feature Extraction for Image Classification. CoRR abs/1904.04088 (2019) - [i25]Linsen Dong, Guanyu Gao, Yuanlong Li, Yonggang Wen:
Baconian: A Unified Opensource Framework for Model-Based Reinforcement Learning. CoRR abs/1904.10762 (2019) - [i24]Xusheng Zeng, Changxing Ding, Yonggang Wen, Dacheng Tao:
Soft-ranking Label Encoding for Robust Facial Age Estimation. CoRR abs/1906.03625 (2019) - [i23]Yongyi Ran, Xin Zhou, Pengfeng Lin, Yonggang Wen, Ruilong Deng:
A Survey of Predictive Maintenance: Systems, Purposes and Approaches. CoRR abs/1912.07383 (2019) - [i22]Huaizheng Zhang, Yong Luo, Qiming Ai, Nana Hou, Yonggang Wen:
Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. CoRR abs/1912.10248 (2019) - 2018
- [j98]Han Hu, Yong Luo, Yonggang Wen, Yew-Soon Ong, Xinwen Zhang:
How to Find a Perfect Data Scientist: A Distance-Metric Learning Approach. IEEE Access 6: 60380-60395 (2018) - [j97]Wei Zhang, Yonggang Wen, Fang Liu, Yiqiang Chen, Rui Fan:
Fast media caching for geo-distributed data centers. Comput. Commun. 120: 46-57 (2018) - [j96]Weizheng Hu, Yonggang Wen, Kyle Guan, Guangyu Jin, King-Jet Tseng:
iTCM: Toward Learning-Based Thermal Comfort Modeling via Pervasive Sensing for Smart Buildings. IEEE Internet Things J. 5(5): 4164-4177 (2018) - [j95]Peng Sun, Yonggang Wen, Duong Nguyen Binh Ta, Haiyong Xie:
MetaFlow: A Scalable Metadata Lookup Service for Distributed File Systems in Data Centers. IEEE Trans. Big Data 4(2): 203-216 (2018) - [j94]Weiwen Zhang, Yonggang Wen:
Energy-Efficient Task Execution for Application as a General Topology in Mobile Cloud Computing. IEEE Trans. Cloud Comput. 6(3): 708-719 (2018) - [j93]Han Hu, Yonggang Wen, Shanshan Feng:
Budget-Efficient Viral Video Distribution Over Online Social Networks: Mining Topic-Aware Influential Users. IEEE Trans. Circuits Syst. Video Technol. 28(3): 759-771 (2018) - [j92]Wen Hu, Yichao Jin, Yonggang Wen, Zhi Wang, Lifeng Sun:
Toward Wi-Fi AP-Assisted Content Prefetching for an On-Demand TV Series: A Learning-Based Approach. IEEE Trans. Circuits Syst. Video Technol. 28(7): 1665-1676 (2018) - [j91]Yuanlong Li, Han Hu, Yonggang Wen, Jun Zhang:
Can We Speculate Running Application With Server Power Consumption Trace? IEEE Trans. Cybern. 48(5): 1500-1512 (2018) - [j90]Weiwen Zhang, Yonggang Wen, Xinwen Zhang:
Towards Virus Scanning as a Service in Mobile Cloud Computing: Energy-Efficient Dispatching Policy Under N-Version Protection. IEEE Trans. Emerg. Top. Comput. 6(1): 122-134 (2018) - [j89]Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao:
Cost-Sensitive Feature Selection by Optimizing F-Measures. IEEE Trans. Image Process. 27(3): 1323-1335 (2018) - [j88]Han Hu, Yuanlong Li, Yonggang Wen:
Toward Rendering-Latency Reduction for Composable Web Services via Priority-Based Object Caching. IEEE Trans. Multim. 20(7): 1864-1875 (2018) - [j87]Qiang Fu, Yong Luo, Yonggang Wen, Dacheng Tao, Ying Li, Ling-Yu Duan:
Toward Intelligent Product Retrieval for TV-to-Online (T2O) Application: A Transfer Metric Learning Approach. IEEE Trans. Multim. 20(8): 2114-2125 (2018) - [j86]Guanyu Gao, Huaizheng Zhang, Han Hu, Yonggang Wen, Jianfei Cai, Chong Luo, Wenjun Zeng:
Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference. IEEE Trans. Multim. 20(12): 3399-3413 (2018) - [j85]Yong Luo, Yonggang Wen, Dacheng Tao:
Heterogeneous Multitask Metric Learning Across Multiple Domains. IEEE Trans. Neural Networks Learn. Syst. 29(9): 4051-4064 (2018) - [j84]Wei Zhang, Rui Fan, Yonggang Wen, Fang Liu:
Energy Optimal Wireless Data Transmission for Wearable Devices: A Compression Approach. IEEE Trans. Veh. Technol. 67(10): 9605-9618 (2018) - [c103]Yi Dong, Han Hu, Yonggang Wen, Han Yu, Chunyan Miao:
Personalized Emotion-Aware Video Streaming for the Elderly. HCI (14) 2018: 372-382 - [c102]Zhenzhen Hu, Peng Sun, Yonggang Wen:
Speeding-Up Age Estimation in Intelligent Demographics System via Network Optimization. ICC 2018: 1-7 - [c101]Yong Luo, Huaizheng Zhang, Yongjie Wang, Yonggang Wen, Xinwen Zhang:
ResumeNet: A Learning-Based Framework for Automatic Resume Quality Assessment. ICDM 2018: 307-316 - [c100]Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan:
Deepqoe: A Unified Framework for Learning to Predict Video QoE. ICME 2018: 1-6 - [c99]Hongshan Li, Chenghao Hu, Jingyan Jiang, Zhi Wang, Yonggang Wen, Wenwu Zhu:
JALAD: Joint Accuracy-And Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution. ICPADS 2018: 671-678 - [c98]Yong Luo, Tongliang Liu, Yonggang Wen, Dacheng Tao:
Online Heterogeneous Transfer Metric Learning. IJCAI 2018: 2525-2531 - [i21]Wuqiong Luo, Wee Peng Tay, Peng Sun, Yonggang Wen:
On Distributed Algorithms for Cost-Efficient Data Center Placement in Cloud Computing. CoRR abs/1802.01289 (2018) - [i20]Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan:
DeepQoE: A unified Framework for Learning to Predict Video QoE. CoRR abs/1804.03481 (2018) - [i19]Wenbo Wang, Dinh Thai Hoang, Zehui Xiong, Dusit Niyato, Ping Wang, Peizhao Hu, Yonggang Wen:
A Survey on Consensus Mechanisms and Mining Management in Blockchain Networks. CoRR abs/1805.02707 (2018) - [i18]Zhenzhen Hu, Peng Sun, Yonggang Wen:
Speeding-up Age Estimation in Intelligent Demographics System via Network Optimization. CoRR abs/1805.08373 (2018) - [i17]Yuanlong Li, Linsen Dong, Yonggang Wen, Kyle Guan:
Intelligent Trainer for Model-Based Reinforcement Learning. CoRR abs/1805.09496 (2018) - [i16]Yong Luo, Huaizheng Zhang, Yongjie Wang, Yonggang Wen, Xinwen Zhang:
ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment. CoRR abs/1810.02832 (2018) - [i15]Yong Luo, Yonggang Wen, Ling-Yu Duan, Dacheng Tao:
Transfer Metric Learning: Algorithms, Applications and Outlooks. CoRR abs/1810.03944 (2018) - [i14]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: I/O-Efficient Big Graph Analytics on a Single Commodity Machine. CoRR abs/1810.04334 (2018) - [i13]Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng:
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. CoRR abs/1811.06663 (2018) - [i12]Hongshan Li, Chenghao Hu, Jingyan Jiang, Zhi Wang, Yonggang Wen, Wenwu Zhu:
JALAD: Joint Accuracy- and Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution. CoRR abs/1812.10027 (2018) - 2017
- [j83]Wenfeng Xia, Peng Zhao, Yonggang Wen, Haiyong Xie:
A Survey on Data Center Networking (DCN): Infrastructure and Operations. IEEE Commun. Surv. Tutorials 19(1): 640-656 (2017) - [j82]Nguyen Cong Luong, Ping Wang, Dusit Niyato, Yonggang Wen, Zhu Han:
Resource Management in Cloud Networking Using Economic Analysis and Pricing Models: A Survey. IEEE Commun. Surv. Tutorials 19(2): 954-1001 (2017) - [j81]Guanyu Gao, Yonggang Wen, Jianfei Cai:
vCache: Supporting Cost-Efficient Adaptive Bitrate Streaming. IEEE Multim. 24(3): 19-27 (2017) - [j80]Yichao Jin, Yonggang Wen:
When Cloud Media Meet Network Function Virtualization: Challenges and Applications. IEEE Multim. 24(3): 72-82 (2017) - [j79]Qing Yang, Honggang Wang, Mischa Dohler, Yonggang Wen, Guoliang Xue:
Guest Editorial Multimedia Communication in the Internet of Things. IEEE Internet Things J. 4(2): 484-486 (2017) - [j78]Weizheng Hu, Wei Zhang, Han Hu, Yonggang Wen, King-Jet Tseng:
Toward Joint Compression-Transmission Optimization for Green Wearable Devices: An Energy-Delay Tradeoff. IEEE Internet Things J. 4(4): 1006-1018 (2017) - [j77]Yonggang Wen, Han Hu, Fang Liu:
Embracing social big data in wireless system design. J. Commun. Inf. Networks 2(1): 81-96 (2017) - [j76]Aniruddha Kushwaha, Ashwin Gumaste, Tamal Das, Saurabh Hote, Yonggang Wen:
Flexible Interconnection of Scalable Systems Integrated Using Optical Networks (FISSION) Data-Center - Concepts and Demonstration. JOCN 9(7): 585-600 (2017) - [j75]Han Hu, Yonggang Wen, Dusit Niyato:
Public Cloud Storage-Assisted Mobile Social Video Sharing: A Supermodular Game Approach. IEEE J. Sel. Areas Commun. 35(3): 545-556 (2017) - [j74]Han Hu, Yonggang Wen, Dusit Niyato:
Spectrum Allocation and Bitrate Adjustment for Mobile Social Video Sharing: Potential Game With Online QoS Learning Approach. IEEE J. Sel. Areas Commun. 35(4): 935-948 (2017) - [j73]Zheng Yan, Wei Wang, Yonggang Wen, Chonggang Wang, Honggang Wang:
Editorial: Mobile Multimedia Communications. Mob. Networks Appl. 22(3): 435-437 (2017) - [j72]Miyuru Dayarathna, Yuanlong Li, Yonggang Wen, Rui Fan:
Energy consumption analysis of data stream processing: a benchmarking approach. Softw. Pract. Exp. 47(10): 1443-1462 (2017) - [j71]Haifeng Lu, Chuan Heng Foh, Yonggang Wen, Jianfei Cai:
Delay-Optimized File Retrieval under LT-Based Cloud Storage. IEEE Trans. Cloud Comput. 5(4): 656-666 (2017) - [j70]Yonggang Wen, Jacob Chakareski, Pascal Frossard, Di Wu, Wenjun Zeng:
Guest Editorial Special Issue on Visual Computing in the Cloud: Mobile Computing. IEEE Trans. Circuits Syst. Video Technol. 27(1): 1-5 (2017) - [j69]Zhenzhen Hu, Yonggang Wen, Jianfeng Wang, Meng Wang, Richang Hong, Shuicheng Yan:
Facial Age Estimation With Age Difference. IEEE Trans. Image Process. 26(7): 3087-3097 (2017) - [j68]Han Hu, Yonggang Wen, Tat-Seng Chua, Xuelong Li:
Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis. ACM Trans. Intell. Syst. Technol. 8(3): 40:1-40:18 (2017) - [j67]Zhenzhen Hu, Yonggang Wen, Luoqi Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan:
Visual Classification of Furniture Styles. ACM Trans. Intell. Syst. Technol. 8(5): 67:1-67:20 (2017) - [j66]Wei Zhang, Rui Fan, Yonggang Wen, Fang Liu:
Energy-Efficient Mobile Video Streaming: A Location-Aware Approach. ACM Trans. Intell. Syst. Technol. 9(1): 6:1-6:16 (2017) - [j65]Guanyu Gao, Han Hu, Yonggang Wen, Cédric Westphal:
Resource Provisioning and Profit Maximization for Transcoding in Clouds: A Two-Timescale Approach. IEEE Trans. Multim. 19(4): 836-848 (2017) - [c97]Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao:
Cost-Sensitive Feature Selection via F-Measure Optimization Reduction. AAAI 2017: 2252-2258 - [c96]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphH: High Performance Big Graph Analytics in Small Clusters. CLUSTER 2017: 256-266 - [c95]Yi Dong, Yonggang Wen, Han Hu, Chunyan Miao, Cyril Leung:
Design Tradeoffs for Cloud-Based Ambient Assisted Living Systems. ICCSE 2017: 144-151 - [c94]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine. ICPADS 2017: 276-283 - [c93]Yong Luo, Dacheng Tao, Yonggang Wen:
Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning. IJCAI 2017: 2443-2449 - [c92]Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao:
General Heterogeneous Transfer Distance Metric Learning via Knowledge Fragments Transfer. IJCAI 2017: 2450-2456 - [c91]Guanyu Gao, Yonggang Wen, Han Hu:
QDLCoding: QoS-differentiated low-cost video encoding scheme for online video service. INFOCOM 2017: 1-9 - [c90]Wen Hu, Jiahui Huang, Zhi Wang, Peng Wang, Kun Yi, Yonggang Wen, Kaiyan Chu, Lifeng Sun:
MUSA: Wi-Fi AP-assisted video prefetching via Tensor Learning. IWQoS 2017: 1-6 - [c89]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan:
Towards Distributed Machine Learning in Shared Clusters: A Dynamically-Partitioned Approach. SMARTCOMP 2017: 1-6 - [c88]Wei Zhang, Yonggang Wen, Ying Jun Zhang, Fang Liu, Rui Fan:
Mobile cloud computing with voltage scaling and data compression. SPAWC 2017: 1-5 - [i11]Nguyen Cong Luong, Ping Wang, Dusit Niyato, Yonggang Wen, Zhu Han:
Resource Management in Cloud Networking Using Economic Analysis and Pricing Models: A Survey. CoRR abs/1701.01963 (2017) - [i10]Wen Hu, Yichao Jin, Yonggang Wen, Zhi Wang, Lifeng Sun:
Towards Wi-Fi AP-Assisted Content Prefetching for On-Demand TV Series: A Reinforcement Learning Approach. CoRR abs/1703.03530 (2017) - [i9]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan:
Towards Distributed Machine Learning in Shared Clusters: A Dynamically-Partitioned Approach. CoRR abs/1704.06738 (2017) - [i8]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphH: High Performance Big Graph Analytics in Small Clusters. CoRR abs/1705.05595 (2017) - [i7]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Xiaokui Xiao:
GraphMP: An Efficient Semi-External-Memory Big Graph Processing System on a Single Machine. CoRR abs/1707.02557 (2017) - [i6]Yuanlong Li, Yonggang Wen, Kyle Guan, Dacheng Tao:
Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. CoRR abs/1709.05077 (2017) - 2016
- [j64]Miyuru Dayarathna, Yonggang Wen, Rui Fan:
Data Center Energy Consumption Modeling: A Survey. IEEE Commun. Surv. Tutorials 18(1): 732-794 (2016) - [j63]Weiwen Zhang, Yonggang Wen, Yew-Wah Wong, Kok-Chuan Toh, Chiu-Hao Chen:
Towards Joint Optimization Over ICT and Cooling Systems in Data Centre: A Survey. IEEE Commun. Surv. Tutorials 18(3): 1596-1616 (2016) - [j62]Yangxi Li, Xin Shi, Cuilan Du, Yang Liu, Yonggang Wen:
Manifold regularized multi-view feature selection for social image annotation. Neurocomputing 204: 135-141 (2016) - [j61]Dapeng Tao, Yonggang Wen, Richang Hong:
Multicolumn Bidirectional Long Short-Term Memory for Mobile Devices-Based Human Activity Recognition. IEEE Internet Things J. 3(6): 1124-1134 (2016) - [j60]Tat-Seng Chua, Xiangjian He, Weifeng Liu, Massimo Piccardi, Yonggang Wen, Dacheng Tao:
Big data meets multimedia analytics. Signal Process. 124: 1-4 (2016) - [j59]Nikolaos V. Boulgouris, David R. Bull, Marco Cagnazzo, Andrea Cavallaro, Gene Cheung, Amit K. Roy-Chowdhury, Pedro Comesaña Alfaro, Shan Du, Sarp Ertürk, Markus Flierl, Gian Luca Foresti, Gang Hua, Zhu Li, Weisi Lin, Siwei Ma, Pramod Kumar Meher, Debargha Mukherjee, Aleksandra Pizurica, Andrea Prati, Paolo Remagnino, Arun Ross, Shin'ichi Satoh, Andreas E. Savakis, Heiko Schwarz, Ling Shao, Shervin Shirmohammadi, Giuseppe Valenzise, Meng Wang, Zhou Wang, Yonggang Wen, Dong Xu, Junsong Yuan, Yuan Yuan:
Introduction of New Associate Editors. IEEE Trans. Circuits Syst. Video Technol. 26(2): 253-263 (2016) - [j58]Han Hu, Yonggang Wen, Tat-Seng Chua, Jian Huang, Wenwu Zhu, Xuelong Li:
Joint Content Replication and Request Routing for Social Video Distribution Over Cloud CDN: A Community Clustering Method. IEEE Trans. Circuits Syst. Video Technol. 26(7): 1320-1333 (2016) - [j57]Yong Luo, Yonggang Wen, Dacheng Tao, Jie Gui, Chao Xu:
Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification. IEEE Trans. Image Process. 25(1): 414-427 (2016) - [j56]Zongqing Lu, Yonggang Wen, Weizhan Zhang, Qinghua Zheng, Guohong Cao:
Towards Information Diffusion in Mobile Social Networks. IEEE Trans. Mob. Comput. 15(5): 1292-1304 (2016) - [j55]Yichao Jin, Yonggang Wen, Kyle Guan:
Toward Cost-Efficient Content Placement in Media Cloud: Modeling and Analysis. IEEE Trans. Multim. 18(5): 807-819 (2016) - [j54]Huazi Zhang, Kairan Sun, Qiuyuan Huang, Yonggang Wen, Dapeng Oliver Wu:
FUN Coding: Design and Analysis. IEEE/ACM Trans. Netw. 24(6): 3340-3353 (2016) - [j53]Huazi Zhang, Yonggang Wen, Qiuyuan Huang, Dapeng Wu:
File Transfer Between Charging Stations Goes Infrastructureless: A Code-Delay Tradeoff. IEEE Trans. Veh. Technol. 65(10): 8682-8695 (2016) - [j52]Xin-Lin Huang, Jun Wu, Yonggang Wen, Fei Hu, Yi Wang, Tao Jiang:
Rate-Adaptive Feedback With Bayesian Compressive Sensing in Multiuser MIMO Beamforming Systems. IEEE Trans. Wirel. Commun. 15(7): 4839-4851 (2016) - [c87]Yuanlong Li, Han Hu, Yonggang Wen, Jun Zhang:
Learning-based power prediction for data centre operations via deep neural networks. E2DC@e-Energy 2016: 6:1-6:10 - [c86]Yong Luo, Yonggang Wen, Dacheng Tao, Qiang Fu:
Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach. GLOBECOM 2016: 1-7 - [c85]Han Hu, Yonggang Wen, Lei Yin, Ling Qiu:
Towards cost-efficient workload scheduling for a Tango between geo-distributed data center and power grid. ICC 2016: 1-7 - [c84]Lei Yin, Zheng Chen, Ling Qiu, Yonggang Wen:
Interference based virtual network embedding. ICC 2016: 1-6 - [c83]Yong Luo, Dacheng Tao, Kotagiri Ramamohanarao, Chao Xu, Yonggang Wen:
Tensor canonical correlation analysis for multi-view dimension reduction. ICDE 2016: 1460-1461 - [c82]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Shengen Yan:
Timed Dataflow: Reducing Communication Overhead for Distributed Machine Learning Systems. ICPADS 2016: 1110-1117 - [c81]Pham Nguyen Quang Anh, Rui Fan, Yonggang Wen:
Balanced Hashing and Efficient GPU Sparse General Matrix-Matrix Multiplication. ICS 2016: 36:1-36:12 - [c80]Yong Luo, Yonggang Wen, Dacheng Tao:
On Combining Side Information and Unlabeled Data for Heterogeneous Multi-Task Metric Learning. IJCAI 2016: 1809-1815 - [c79]Guanyu Gao, Yonggang Wen, Cédric Westphal:
Resource provisioning and profit maximization for transcoding in Information Centric Networking. INFOCOM Workshops 2016: 97-102 - [c78]Guanyu Gao, Yonggang Wen, Cédric Westphal:
Dynamic Resource Provisioning with QoS Guarantee for Video Transcoding in Online Video Sharing Service. ACM Multimedia 2016: 868-877 - [c77]Guanyu Gao, Yonggang Wen:
Morph: A Fast and Scalable Cloud Transcoding System. ACM Multimedia 2016: 1160-1163 - [i5]Guanyu Gao, Yonggang Wen, Cédric Westphal:
Resource Provisioning and Profit Maximization for Transcoding in Information Centric Networking. CoRR abs/1605.05758 (2016) - [i4]Yuanlong Li, Han Hu, Yonggang Wen, Jun Zhang:
Power Series Classification: A Hybrid of LSTM and a Novel Advancing Dynamic Time Warping. CoRR abs/1608.04171 (2016) - [i3]Peng Sun, Yonggang Wen, Ta Nguyen Binh Duong, Haiyong Xie:
MetaFlow: a Scalable Metadata Lookup Service for Distributed File Systems in Data Centers. CoRR abs/1611.01594 (2016) - 2015
- [j51]Wenfeng Xia, Yonggang Wen, Kok-Chuan Toh, Yew-Wah Wong:
Toward green data centers as an interruptible load for grid stabilization in Singapore. IEEE Commun. Mag. 53(11): 192-198 (2015) - [j50]Wenfeng Xia, Yonggang Wen, Chuan Heng Foh, Dusit Niyato, Haiyong Xie:
A Survey on Software-Defined Networking. IEEE Commun. Surv. Tutorials 17(1): 27-51 (2015) - [j49]Quanqing Xu, Rajesh Vellore Arumugam, Khai Leong Yong, Yonggang Wen, Yew-Soon Ong, Weiya Xi:
Adaptive and scalable load balancing for metadata server cluster in cloud-scale file systems. Frontiers Comput. Sci. 9(6): 904-918 (2015) - [j48]Wenwu Zhu, Yonggang Wen, Zhi Wang:
Preface. J. Comput. Sci. Technol. 30(6): 1161-1162 (2015) - [j47]Zheng Xue, Di Wu, Xueyan Xie, Yonggang Wen:
SmartGW: Enabling Bandwidth-Efficient Group Watching in Cloud Social TV Systems. Mob. Networks Appl. 20(3): 308-319 (2015) - [j46]Yi Dong, Liang Zhou, Yichao Jin, Yonggang Wen:
Improving Energy Efficiency for Mobile Media Cloud via Virtual Machine Consolidation. Mob. Networks Appl. 20(3): 370-379 (2015) - [j45]Jun Wu, Zhifeng Zhang, Yu Hong, Yonggang Wen:
Cloud radio access network (C-RAN): a primer. IEEE Netw. 29(1): 35-41 (2015) - [j44]Han Hu, Yonggang Wen, Yue Gao, Tat-Seng Chua, Xuelong Li:
Toward an SDN-enabled big data platform for social TV analytics. IEEE Netw. 29(5): 43-49 (2015) - [j43]Hao Zhang, Nenghai Yu, Yonggang Wen:
Mobile cloud computing based privacy protection in location-based information survey applications. Secur. Commun. Networks 8(6): 1006-1025 (2015) - [j42]Yichao Jin, Yonggang Wen, Cédric Westphal:
Optimal Transcoding and Caching for Adaptive Streaming in Media Cloud: an Analytical Approach. IEEE Trans. Circuits Syst. Video Technol. 25(12): 1914-1925 (2015) - [j41]Yong Luo, Dacheng Tao, Kotagiri Ramamohanarao, Chao Xu, Yonggang Wen:
Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction. IEEE Trans. Knowl. Data Eng. 27(11): 3111-3124 (2015) - [j40]Guanyu Gao, Weiwen Zhang, Yonggang Wen, Zhi Wang, Wenwu Zhu:
Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned From User Viewing Patterns. IEEE Trans. Multim. 17(8): 1286-1296 (2015) - [j39]Yanhua Li, Haiyong Xie, Yonggang Wen, Chi-Yin Chow, Zhi-Li Zhang:
How Much to Coordinate? Optimizing In-Network Caching in Content-Centric Networks. IEEE Trans. Netw. Serv. Manag. 12(3): 420-434 (2015) - [j38]Zongqing Lu, Xiao Sun, Yonggang Wen, Guohong Cao, Thomas La Porta:
Algorithms and Applications for Community Detection in Weighted Networks. IEEE Trans. Parallel Distributed Syst. 26(11): 2916-2926 (2015) - [j37]Ruitao Xie, Yonggang Wen, Xiaohua Jia, Haiyong Xie:
Supporting Seamless Virtual Machine Migration via Named Data Networking in Cloud Data Center. IEEE Trans. Parallel Distributed Syst. 26(12): 3485-3497 (2015) - [j36]Weiwen Zhang, Yonggang Wen, Dapeng Oliver Wu:
Collaborative Task Execution in Mobile Cloud Computing Under a Stochastic Wireless Channel. IEEE Trans. Wirel. Commun. 14(1): 81-93 (2015) - [c76]Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen:
Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification. AAAI 2015: 2778-2784 - [c75]Yonggang Wen, Wenwu Zhu:
Fuelling Big Data Intelligence into Future Multimedia System: Reflection and Outlook. BigMM 2015: 1-4 - [c74]Haibo Shi, Yong Luo, Chao Xu, Yonggang Wen:
Manifold Regularized Transfer Distance Metric Learning. BMVC 2015: 158.1-158.11 - [c73]Weizheng Hu, Weiwen Zhang, Han Hu, Yonggang Wen:
Wearable computing going green: Energy-optimal data transmission for multi-sensor wearable devices. ChinaCom 2015: 532-537 - [c72]Weiwen Zhang, Yonggang Wen:
Cloud-assisted collaborative execution for mobile applications with general task topology. ICC 2015: 6815-6821 - [c71]Guanyu Gao, Yonggang Wen, Weiwen Zhang, Han Hu:
Cost-efficient and QoS-aware content management in media cloud: Implementation and evaluation. ICC 2015: 6880-6886 - [c70]Jianxiong Yin, Yonggang Wen, Jianxin Wu:
Towards a Private Fall Injury Warning Service for Smartphone-Distracted Pedestrian. ICCCRI 2015: 1-8 - [c69]Miguel Rodel Felipe, Khin Mi Mi Aung, Xia Ye, Yonggang Wen:
StealthyCRM: A Secure Cloud CRM System Application that Supports Fully Homomorphic Database Encryption. ICCCRI 2015: 97-105 - [c68]Haoting Liang, Han Hu, Yonggang Wen:
Influence analysis for celebrities via microblog platform. DSP 2015: 770-774 - [c67]Pham Nguyen Quang Anh, Rui Fan, Yonggang Wen:
Reducing Vector I/O for Faster GPU Sparse Matrix-Vector Multiplication. IPDPS 2015: 1043-1052 - [c66]Ming Yang, Jianfei Cai, Weiwen Zhang, Yonggang Wen, Chuan Heng Foh:
Adaptive configuration of cloud video transcoding. ISCAS 2015: 1658-1661 - [c65]Joanna Batstone, Touradj Ebrahimi, Tiejun Huang, Yung-Hsiang Lu, Yonggang Wen:
Opportunities and Challenges of Global Network Cameras. ACM Multimedia 2015: 47-48 - [c64]Yichao Jin, Yonggang Wen, Cédric Westphal:
Towards joint resource allocation and routing to optimize video distribution over future internet. Networking 2015: 1-9 - [i2]Yong Luo, Dacheng Tao, Yonggang Wen, Kotagiri Ramamohanarao, Chao Xu:
Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction. CoRR abs/1502.02330 (2015) - 2014
- [j35]Han Hu, Yonggang Wen, Tat-Seng Chua, Xuelong Li:
Toward Scalable Systems for Big Data Analytics: A Technology Tutorial. IEEE Access 2: 652-687 (2014) - [j34]Haiping Huang, Xiao Cao, Ruchuan Wang, Yonggang Wen:
A QoS-aware routing algorithm based on ant-cluster in wireless multimedia sensor networks. Sci. China Inf. Sci. 57(10): 1-16 (2014) - [j33]Hao Zhang, Nenghai Yu, Yonggang Wen, Weiming Zhang:
Towards optimal noise distribution for privacy preserving in data aggregation. Comput. Secur. 45: 210-230 (2014) - [j32]Han Hu, Yonggang Wen, Huan-Bo Luan, Tat-Seng Chua, Xuelong Li:
Toward Multiscreen Social TV with Geolocation-Aware Social Sense. IEEE Multim. 21(3): 10-19 (2014) - [j31]Jinqi Zhu, Ming Liu, Yonggang Wen, Chunmei Ma, Bin Liu:
Parking Backbone: Toward Efficient Overlay Routing in VANETs. Int. J. Distributed Sens. Networks 10 (2014) - [j30]Weiwen Zhang, Yonggang Wen:
Toward transcoding as a service: energy-efficient offloading policy for green mobile cloud. IEEE Netw. 28(6): 67-73 (2014) - [j29]Yichao Jin, Yonggang Wen, Weiwen Zhang:
Content Routing and Lookup Schemes Using Global Bloom Filter for Content-Delivery-as-a-Service. IEEE Syst. J. 8(1): 268-278 (2014) - [j28]Zongqing Lu, Yonggang Wen:
Distributed Algorithm for Tree-Structured Data Aggregation Service Placement in Smart Grid. IEEE Syst. J. 8(2): 553-561 (2014) - [j27]Jian He, Yonggang Wen, Jianwei Huang, Di Wu:
On the Cost-QoE Tradeoff for Cloud-Based Video Streaming Under Amazon EC2's Pricing Models. IEEE Trans. Circuits Syst. Video Technol. 24(4): 669-680 (2014) - [j26]Liang Zhou, Zhen Yang, Yonggang Wen, Joel J. P. C. Rodrigues:
Distributed Wireless Video Scheduling With Delayed Control Information. IEEE Trans. Circuits Syst. Video Technol. 24(5): 889-901 (2014) - [j25]Wenfeng Xia, Yonggang Wen, Haiyong Xie, Bin Liu:
μ DC2: unified data collection for data centers. J. Supercomput. 70(3): 1383-1404 (2014) - [j24]Jian He, Zheng Xue, Di Wu, Dapeng Oliver Wu, Yonggang Wen:
CBM: Online Strategies on Cost-Aware Buffer Management for Mobile Video Streaming. IEEE Trans. Multim. 16(1): 242-252 (2014) - [j23]Yonggang Wen, Xiaoqing Zhu, Joel J. P. C. Rodrigues, Chang Wen Chen:
Cloud Mobile Media: Reflections and Outlook. IEEE Trans. Multim. 16(4): 885-902 (2014) - [j22]Jianhua Tang, Wee-Peng Tay, Yonggang Wen:
Dynamic Request Redirection and Elastic Service Scaling in Cloud-Centric Media Networks. IEEE Trans. Multim. 16(5): 1434-1445 (2014) - [j21]Yichao Jin, Yonggang Wen, Han Hu, Marie-José Montpetit:
Reducing Operational Costs in Cloud Social TV: An Opportunity for Cloud Cloning. IEEE Trans. Multim. 16(6): 1739-1751 (2014) - [j20]Weiwen Zhang, Yonggang Wen, Jianfei Cai, Dapeng Oliver Wu:
Toward Transcoding as a Service in a Multimedia Cloud: Energy-Efficient Job-Dispatching Algorithm. IEEE Trans. Veh. Technol. 63(5): 2002-2012 (2014) - [c63]Rajesh Vellore Arumugam, Quanqing Xu, Haixiang Shi, Qingchao Cai, Yonggang Wen:
Virt Cache: Managing Virtual Disk Performance Variation in Distributed File Systems for the Cloud. CloudCom 2014: 210-217 - [c62]Huazi Zhang, Yichao Jin, Weiwen Zhang, Yonggang Wen:
Enhancing user experience for multi-screen social TV streaming over wireless networks. GLOBECOM Workshops 2014: 106-111 - [c61]Jonathan Chase, Rakpong Kaewpuang, Yonggang Wen, Dusit Niyato:
Joint virtual machine and bandwidth allocation in software defined network (SDN) and cloud computing environments. ICC 2014: 2969-2974 - [c60]Guanyu Gao, Weiwen Zhang, Yonggang Wen, Zhi Wang, Wenwu Zhu, Yap-Peng Tan:
Cost optimal video transcoding in media cloud: Insights from user viewing pattern. ICME 2014: 1-6 - [c59]Han Hu, Yonggang Wen, Tat-Seng Chua, Zhi Wang, Jian Huang, Wenwu Zhu, Di Wu:
Community based effective social video contents placement in cloud centric CDN network. ICME 2014: 1-6 - [c58]Long Gong, Yonggang Wen, Zuqing Zhu, Tony Lee:
Toward profit-seeking virtual network embedding algorithm via global resource capacity. INFOCOM 2014: 1-9 - [c57]Zongqing Lu, Yonggang Wen, Guohong Cao:
Information diffusion in mobile social networks: The speed perspective. INFOCOM 2014: 1932-1940 - [c56]Yichao Jin, Yonggang Wen:
PAINT: Partial in-network transcoding for adaptive streaming in information centric network. IWQoS 2014: 208-217 - [c55]Han Hu, Jian Huang, He Zhao, Yonggang Wen, Chang Wen Chen, Tat-Seng Chua:
Social TV analytics: a novel paradigm to transform TV watching experience. MMSys 2014: 172-175 - [c54]Zhiming Hu, Yan Qiao, Jun Luo, Peng Sun, Yonggang Wen:
CREATE: Correlation enhanced traffic matrix estimation in Data Center Networks. Networking 2014: 1-9 - [c53]Yichao Jin, Han Hu, Xiao Liu, Yonggang Wen:
MUTAS: Multi-screen TV experience as a service through cloud centric media network. SECON 2014: 146-148 - [c52]Zongqing Lu, Xiao Sun, Yonggang Wen, Guohong Cao:
Skeleton construction in mobile social networks: Algorithms and applications. SECON 2014: 477-485 - [c51]Han Hu, Yichao Jin, Yonggang Wen, Tat-Seng Chua, Xuelong Li:
Toward a biometric-aware cloud service engine for multi-screen video applications. SIGCOMM 2014: 581-582 - [c50]Weiwen Zhang, Yonggang Wen:
Energy-efficient dispatching policy for virus scanning as a service under N-version protection. WCSP 2014: 1-6 - [i1]Huazi Zhang, Yichao Jin, Weiwen Zhang, Yonggang Wen:
Enhancing User Experience for Multi-Screen Social TV Streaming over Wireless Networks. CoRR abs/1404.3018 (2014) - 2013
- [b2]Hao Zhang, Yonggang Wen, Haiyong Xie, Nenghai Yu:
Distributed Hash Table - Theory, Platforms and Applications. Springer Briefs in Computer Science, Springer 2013, ISBN 978-1-4614-9007-4, pp. i-viii, 1-67 - [j19]Yichao Jin, Yonggang Wen, Qinghua Chen, Zuqing Zhu:
An Empirical Investigation of the Impact of Server Virtualization on Energy Efficiency for Green Data Center. Comput. J. 56(8): 977-990 (2013) - [j18]Zuqing Zhu, Ping Lu, Joel J. P. C. Rodrigues, Yonggang Wen:
Energy-efficient wideband cable access networks in future smart cities. IEEE Commun. Mag. 51(6) (2013) - [j17]Ming Liu, Bang Liu, Yonggang Wen:
An Efficient Data Evacuation Strategy for Sensor Networks in Postdisaster Applications. Int. J. Distributed Sens. Networks 9 (2013) - [j16]Ming Liu, Yonggang Wen, Guihai Chen, Chao Song:
Ubiquitous Sensing: Services and Applications. Int. J. Distributed Sens. Networks 9 (2013) - [j15]Zongqing Lu, Yonggang Wen, Rui Fan, Su-Lim Tan, Jit Biswas:
Toward Efficient Distributed Algorithms for In-Network Binary Operator Tree Placement in Wireless Sensor Networks. IEEE J. Sel. Areas Commun. 31(4): 743-755 (2013) - [j14]Min Chen, Hai Jin, Yonggang Wen, Victor C. M. Leung:
Enabling technologies for future data center networking: a primer. IEEE Netw. 27(4): 1-0 (2013) - [j13]Weiwen Zhang, Yonggang Wen, Jun Wu, Hui Li:
Toward a unified elastic computing platform for smartphones with cloud support. IEEE Netw. 27(5): 34-40 (2013) - [j12]Jian He, Di Wu, Yupeng Zeng, Xiaojun Hei, Yonggang Wen:
Toward Optimal Deployment of Cloud-Assisted Video Distribution Services. IEEE Trans. Circuits Syst. Video Technol. 23(10): 1717-1728 (2013) - [j11]Chang Wen Chen, Xiaoqing Zhu, Yonggang Wen, Joel J. P. C. Rodrigues:
Guest Editorial - Special section on cloud-based mobile media: Infrastructure, services, and applications. IEEE Trans. Multim. 15(4): 721-722 (2013) - [j10]Weiwen Zhang, Yonggang Wen, Zhenzhong Chen, Ashish Khisti:
QoE-Driven Cache Management for HTTP Adaptive Bit Rate Streaming Over Wireless Networks. IEEE Trans. Multim. 15(6): 1431-1445 (2013) - [j9]Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen:
Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification. IEEE Trans. Neural Networks Learn. Syst. 24(5): 709-722 (2013) - [j8]Liang Zhou, Zhen Yang, Yonggang Wen, Haohong Wang, Mohsen Guizani:
Resource Allocation with Incomplete Information for QoE-Driven Multimedia Communications. IEEE Trans. Wirel. Commun. 12(8): 3733-3745 (2013) - [j7]Weiwen Zhang, Yonggang Wen, Kyle Guan, Daniel C. Kilper, Haiyun Luo, Dapeng Oliver Wu:
Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel. IEEE Trans. Wirel. Commun. 12(9): 4569-4581 (2013) - [j6]Victor C. M. Leung, Yonggang Wen, Min Chen, Chunming Rong:
Mobile cloud computing [Guest Editorial]. IEEE Wirel. Commun. 20(3): 1-0 (2013) - [c49]