基本信息
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个人简介
Main Research Interests
Large-Batch Training
Yong focus on Large-Batch Training on large-scale distributed systems.
We can use Large-Batch Training to accelerate the training process of deep neural networks.
Multi-Agent Systems
Yong focus on simplification of learning process in multi-agent systems, i.e., game abstraction.
The large number of agents and complex game relationship cause great difficulty for policy learning. Therefore, simplifying the learning process is an important research issue.
Reinforcement Learning
Yong focus on the algorithm framework of reinforcement learning and applications, especially in multi-agent systems. Reinforcement learning learn the policy through the feedback from environment, which is a way closer to the human model. I'm really interested in it.
Transfer Learning
Yong focus on the transfer learning in multi-agent systems, especially between environments with different number of agents. Policy learning is difficult in large-scale multi-agent systems. We use incremental learning and teansfer learning to solve the problem.
研究兴趣
论文共 185 篇作者统计合作学者相似作者
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IEEE/CVF Winter Conference on Applications of Computer Visionpp.6581-6590, (2025)
IEEE Transactions on Systems, Man, and Cybernetics Systemsno. 99 (2025): 1-15
Hongye Zeng,Ke Zou, Zhihao Chen,Yuchong Gao,Hongbo Chen, Haibin Zhang,Kang Zhou,Meng Wang, Chang Jiang,Rick Siow Mong Goh,Yong Liu, Chengcheng Zhu,Rui Zheng,Huazhu Fu
IEEE transactions on medical imagingno. 4 (2025): 1942-1952
Tien-En Tan, Yi Pin Ng,Claire Calhoun, Jia Quan Chaung, Jie Yao,Yan Wang,Liangli Zhen,Xinxing Xu,Yong Liu, Rick Sm Goh, Gabriele Piccoli,Stela Vujosevic, Gavin Sw Tan, Jennifer K Sun, Daniel Sw Ting
Ophthalmology Retina (2025)
ICML 2025 (2025)
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AAAI 2025no. 3 (2025): 2942-2950
Samantha Min Er Yew,Xiaofeng Lei,Jocelyn Hui Lin Goh, Yibing Chen, Sahana Srinivasan,Miao-li Chee,Krithi Pushpanathan,Ke Zou,Qingshan Hou,Zhi Da Soh,Cancan Xue, Marco Chak Yan Yu,Charumathi Sabanayagam,E Shyong Tai,Xueling Sim,Yaxing Wang,Jost B. Jonas,Vinay Nangia, Gabriel Dawei Yang, Emma Anran Ran, Carol Yim-Lui Cheung,Yangqin Feng, Jun Zhou,Rick Siow Mong Goh, Yukun Zhou,Pearse A. Keane,Yong Liu,Ching-Yu Cheng,Yih-Chung Tham
CoRR (2025)
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作者统计
#Papers: 183
#Citation: 3443
H-Index: 27
G-Index: 57
Sociability: 6
Diversity: 2
Activity: 157
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