Yonggang Wen

1. A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
   2020/01/20 by Jie Gui, Gui, Jie, Zhenan Sun +7 · 2 voices · 25 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, Wansen Feng, Sun, Peng +7 · 1 voice · 2 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 · 20 citations
   Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Topic Modeling #Scientific Computing and Data Management
4. Divergence-aware Federated Self-Supervised Learning
   2022/04/09 by Weiming Zhuang, Yonggang Wen, Zhuang, Weiming +3 · 5 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)
5. Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
   2024/02/13 by Ziyi Zhang, Sen Zhang, Zhang, Ziyi +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)
6. LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism
   2024/06/26 by Diandian Gu, Gu, Diandian, Peng Sun +25 · 5 citations
   Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Speech Recognition and Synthesis
7. Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision
   2022/05/24 by Wei Gao, Gao, Wei, Qinghao Hu +13 · 2 citations
   Computer Science · #Cloud Computing and Resource Management #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques
8. Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE
   2022/12/04 by Qihuang Zhong, Zhong, Qihuang, Liang Ding +25 · 2 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
9. Transfer Metric Learning: Algorithms, Applications and Outlooks
   2018/10/09 by Yong Luo, Luo, Yong, Yonggang Wen +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
10. Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning
    2019/01/15 by Guanyu Gao, Jie Li, Gao, Guanyu +3 · 1 citation
    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
11. Cost-Sensitive Feature Selection by Optimizing F-Measures
    2019/04/04 by Meng Liu, Chang Xu, Liu, Meng +9 · 1 citation
    Computer Science · #Imbalanced Data Classification Techniques #Face and Expression Recognition #Text and Document Classification Technologies
12. Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities
    2025/05/02 by Zhiwei Hao, Hao, Zhiwei, Jianyuan Guo +15 · 5 citations
    Computer Science · #cs.AI #cs.LG
13. ADEM-VL: Adaptive and Embedded Fusion for Efficient Vision-Language Tuning
    2024/10/23 by Zhiwei Hao, Jianyuan Guo, Hao, Zhiwei +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
14. Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles
    2025/01/26 by Hanwen Zhang, Zhang, Hanwen, Ruichen Zhang +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
15. MAS: Towards Resource-Efficient Federated Multiple-Task Learning
    2023/07/21 by Weiming Zhuang, Zhuang, Weiming, Yonggang Wen +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)
16. Label-Free Finite-Volume-Residual Training of Attention Graph Neural Networks for Coupled Thermo-Fluid Fields
    2026/07/22 by Tianyu Li, Zhiwei Cao, Qingang Zhang +3
    #physics.flu-dyn #cs.LG