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Wen, Yonggang

  1. A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
    2020/01/20 by Jie Gui, Zhenan Sun, Gui, Jie +7 · 2 voices · 37 citations
    Computer Science · #cs.LG #stat.ML
  2. Optimizing Network Performance for Distributed DNN Training on GPU Clusters: ImageNet/AlexNet Training in 1.5 Minutes
    2019/02/19 by Peng Sun, Sun, Peng, Wansen Feng +7 · 1 voice · 5 citations
    Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #cs.DC
  3. Characterization of Large Language Model Development in the Datacenter
    2024/03/12 by Qinghao Hu, Zhisheng Ye, Hu, Qinghao +20 · 23 citations
    Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Topic Modeling #Scientific Computing and Data Management
  4. Privacy-preserving Collaborative Learning with Automatic Transformation Search
    2020/11/25 by Wei Gao, Shangwei Guo, Gao, Wei +9 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  5. Efficient Training of Large Language Models on Distributed Infrastructures: A Survey
    2024/07/29 by Duan, Jiangfei, Zhang, Shuo, Wang, Zerui +13 · 12 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  6. Divergence-aware Federated Self-Supervised Learning
    2022/04/09 by Weiming Zhuang, Yonggang Wen, Zhuang, Weiming +3 · 6 citations
    Computer Science · #Advanced Technologies in Various Fields #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  7. Collaborative Unsupervised Visual Representation Learning from Decentralized Data
    2021/08/14 by Weiming Zhuang, Xin Gan, Zhuang, Weiming +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Face recognition and analysis #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Video Surveillance and Tracking Methods #and Cluster Computing (cs.DC)
  8. Machine Learning for a Sustainable Energy Future
    2022/10/19 by Zhenpeng Yao, Yanwei Lum, Yao, Zhenpeng +15 · 5 citations
    Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
  9. Towards a Systematic Survey for Carbon Neutral Data Centers
    2021/10/15 by Zhiwei Cao, Xin Zhou, Cao, Zhiwei +7 · 4 citations
    Computer Science · Engineering · #Cloud Computing and Resource Management #Computers and Society (cs.CY) #FOS: Computer and information sciences #Green IT and Sustainability #IoT and Edge/Fog Computing
  10. LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism
    2024/06/26 by Diandian Gu, Gu, Diandian, Peng Sun +25 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Speech Recognition and Synthesis
  11. A Survey of Predictive Maintenance: Systems, Purposes and Approaches
    2019/12/12 by Zhu, Tianwen, Ran, Yongyi, Zhou, Xin +1 · 3 citations
    #FOS: Electrical engineering #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
  12. Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
    2024/02/13 by Ziyi Zhang, Zhang, Ziyi, Sen Zhang +9 · 5 citations
    Economics, Econometrics and Finance · #Computer Vision and Pattern Recognition (cs.CV) #Economic Policies and Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision
    2022/05/24 by Wei Gao, Qinghao Hu, Gao, Wei +13 · 3 citations
    Computer Science · #Cloud Computing and Resource Management #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques
  14. Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning
    2019/01/15 by Guanyu Gao, Jie Li, Gao, Guanyu +3 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Building Energy and Comfort Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Refrigeration and Air Conditioning Technologies #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
  15. Cost-Sensitive Feature Selection by Optimizing F-Measures
    2019/04/04 by Meng Liu, Liu, Meng, Chang Xu +9 · 2 citations
    Computer Science · #Imbalanced Data Classification Techniques #Face and Expression Recognition #Text and Document Classification Technologies
  16. Soft-ranking Label Encoding for Robust Facial Age Estimation
    2019/06/09 by Xusheng Zeng, Zeng, Xusheng, Changxing Ding +5 · 2 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Rejuvenation and Surgery Techniques #Generative Adversarial Networks and Image Synthesis
  17. Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
    2022/12/04 by Qihuang Zhong, Liang Ding, Zhong, Qihuang +25 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  18. Distributed Energy Trading and Scheduling among Microgrids via Multiagent Reinforcement Learning
    2020/07/09 by Gao, Guanyu, Wen, Yonggang, Wu, Xiaohu +1 · 2 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Multiagent Systems (cs.MA) #Systems and Control (eess.SY) #electronic engineering #information engineering
  19. Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction
    2015/02/09 by Luo, Yong, Tao, Dacheng, Wen, Yonggang +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning
    2017/09/15 by Li, Yuanlong, Wen, Yonggang, Guan, Kyle +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  21. Transfer Metric Learning: Algorithms, Applications and Outlooks
    2018/10/09 by Yong Luo, Yonggang Wen, Luo, Yong +5 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text and Document Classification Technologies
  22. Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities
    2025/05/02 by Zhiwei Hao, Jianyuan Guo, Hao, Zhiwei +15 · 5 citations
    Computer Science · #cs.AI #cs.LG
  23. Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning
    2019/12/21 by Huaizheng Zhang, Yong Luo, Zhang, Huaizheng +5 · 1 citation
    Computer Science · Psychology · #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining
  24. A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning
    2021/02/05 by Zhang, Huaizheng, Shen, Meng, Huang, Yizheng +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  25. On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times
    2021/01/11 by Yao Fu, Yipeng Zhou, Fu, Yao +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  26. ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning
    2024/10/23 by Zhiwei Hao, Hao, Zhiwei, Jianyuan Guo +9 · 3 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Automated Systems #Robotics and Sensor-Based Localization
  27. Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles
    2025/01/26 by Hanwen Zhang, Ruichen Zhang, Zhang, Hanwen +8 · 2 citations
    Energy · Engineering · #Artificial Intelligence (cs.AI) #Electric Vehicles and Infrastructure #Energy, Environment, and Transportation Policies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Grid Energy Management
  28. Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication
    2023/03/02 by Meng Zhang, Qinghao Hu, Zhang, Meng +7 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  29. PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning
    2023/08/24 by Mengya Han, Heliang Zheng, Han, Mengya +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  30. MAS: Towards Resource-Efficient Federated Multiple-Task Learning
    2023/07/21 by Weiming Zhuang, Yonggang Wen, Zhuang, Weiming +5 · 1 citation
    Computer Science · #Age of Information Optimization #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  31. InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding
    2024/01/17 by Qiaoling Chen, Diandian Gu, Chen, Qiaoling +19 · 1 citation
    Computer Science · #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
  32. TorchGT: A Holistic System for Large-scale Graph Transformer Training
    2024/07/19 by Zhang, Meng, Sun, Jie, Hu, Qinghao +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  33. SPPO:Efficient Long-sequence LLM Training via Adaptive Sequence Pipeline Parallel Offloading
    2025/03/13 by Chen, Qiaoling, Li, Shenggui, Gao, Wei +3 · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  34. Secure Multi-LLM Agentic AI and Agentification for Edge General Intelligence by Zero-Trust: A Survey
    2025/08/27 by Liu, Yinqiu, Zhang, Ruichen, Luo, Haoxiang +9 · 2 citations
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)