基本信息
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职业迁徙
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 105 篇作者统计合作学者相似作者
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Bishwamittra Ghosh,Debabrota Basu,Huazhu Fu, Yuan Wang,Renuga Kanagavelu, Jiang Jin Peng,Yong Liu ,Rick Siow Mong Goh, Qingsong Wei
CoRR (2024)
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Yan Wang,Liangli Zhen,Tien-En Tan,Huazhu Fu,Yangqin Feng,Zizhou Wang,Xinxing Xu,Rick Siow Mong Goh, Yipin Ng, Claire Calhoun, Gavin Sw Tan,Jennifer K Sun,
IEEE transactions on medical imagingno. 99 (2024): 1-1
Yan Wang,Liangli Zhen,Jianwei Zhang,Miqing Li,Lei Zhang,Zizhou Wang,Yangqin Feng,Yu Xue,Xiao Wang,Zheng Chen,Tao Luo, Rich Siow Mong Goh,
IEEE Transactions on Evolutionary Computationno. 99 (2024): 1-1
Ophthalmology Scienceno. 1 (2024): 100360-100360
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Jocelyn Hui Lin Goh, Elroy Ang, Sahana Srinivasan,Xiaofeng Lei, Johnathan Loh,Ten Cheer Quek,Cancan Xue,Xinxing Xu,Yong Liu,Ching-Yu Cheng,Jagath C. Rajapakse,Yih-Chung Tham
Ophthalmology Sciencepp.100552, (2024)
Valentina Bellemo, Ankit Kumar Das, Syna Sreng,Jacqueline Chua,Damon Wong, Janika Shah,Rahul Jonas,Bingyao Tan,Xinyu Liu,Xinxing Xu,Gavin Siew Wei Tan,Rupesh Agrawal,
NPJ digital medicineno. 1 (2024): 115-115
CVPR 2024 (2024)
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AAAI 2024no. 20 (2024): 22401-22409
Joyjit Chattoraj, Jian Cheng Wong, Zhang Zexuan,Manna Dai,Xia Yingzhi,Li Jichao,Xu Xinxing, Ooi Chin Chun,Yang Feng,Dao My Ha,Liu Yong
arxiv(2024)
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Zitong Huang, Ze Chen, Zhixing Chen,Erjin Zhou,Xinxing Xu,Rick Siow Mong Goh,Yong Liu,Wangmeng Zuo,Chunmei Feng
arxiv(2024)
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