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Yu, Xingrui
9 publications
ICLR
2025
Beyond-Expert Performance with Limited Demonstrations: Efficient Imitation Learning with Double Exploration
Heyang Zhao
,
Xingrui Yu
,
David Mark Bossens
,
Ivor Tsang
,
Quanquan Gu
ICML
2025
Diversifying Policy Behaviors with Extrinsic Behavioral Curiosity
Zhenglin Wan
,
Xingrui Yu
,
David Mark Bossens
,
Yueming Lyu
,
Qing Guo
,
Flint Xiaofeng Fan
,
Yew-Soon Ong
,
Ivor Tsang
TMLR
2025
Graph Potential Field Neural Network for Massive Agents Group-Wise Path Planning
Yueming Lyu
,
Xiaowei Zhou
,
Xingrui Yu
,
Ivor Tsang
AAAI
2025
POI Recommendation via Multi-Objective Adversarial Imitation Learning
Zhenglin Wan
,
Anjun Gao
,
Xingrui Yu
,
Pingfu Chao
,
Jun Song
,
Maohao Ran
JAIR
2024
USN: A Robust Imitation Learning Method Against Diverse Action Noise
Xingrui Yu
,
Bo Han
,
Ivor W. Tsang
ICML
2020
Intrinsic Reward Driven Imitation Learning via Generative Model
Xingrui Yu
,
Yueming Lyu
,
Ivor Tsang
ICML
2020
SIGUA: Forgetting May Make Learning with Noisy Labels More Robust
Bo Han
,
Gang Niu
,
Xingrui Yu
,
Quanming Yao
,
Miao Xu
,
Ivor Tsang
,
Masashi Sugiyama
ICML
2019
How Does Disagreement Help Generalization Against Label Corruption?
Xingrui Yu
,
Bo Han
,
Jiangchao Yao
,
Gang Niu
,
Ivor Tsang
,
Masashi Sugiyama
NeurIPS
2018
Co-Teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels
Bo Han
,
Quanming Yao
,
Xingrui Yu
,
Gang Niu
,
Miao Xu
,
Weihua Hu
,
Ivor Tsang
,
Masashi Sugiyama