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Shiji Zhou

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Robust Multi-Task Learning with Excess Risks

Feb 14, 2024
Yifei He, Shiji Zhou, Guojun Zhang, Hyokun Yun, Yi Xu, Belinda Zeng, Trishul Chilimbi, Han Zhao

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Gradient-based Parameter Selection for Efficient Fine-Tuning

Dec 15, 2023
Zhi Zhang, Qizhe Zhang, Zijun Gao, Renrui Zhang, Ekaterina Shutova, Shiji Zhou, Shanghang Zhang

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Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning

Sep 06, 2023
Tianchi Cai, Jiyan Jiang, Wenpeng Zhang, Shiji Zhou, Xierui Song, Li Yu, Lihong Gu, Xiaodong Zeng, Jinjie Gu, Guannan Zhang

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Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems

Aug 25, 2023
Tianchi Cai, Shenliao Bao, Jiyan Jiang, Shiji Zhou, Wenpeng Zhang, Lihong Gu, Jinjie Gu, Guannan Zhang

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Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification

Aug 13, 2022
Beini Xie, Heng Chang, Xin Wang, Tian Bian, Shiji Zhou, Daixin Wang, Zhiqiang Zhang, Wenwu Zhu

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Algorithms and Theory for Supervised Gradual Domain Adaptation

Apr 25, 2022
Jing Dong, Shiji Zhou, Baoxiang Wang, Han Zhao

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Online Continual Adaptation with Active Self-Training

Jun 11, 2021
Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu

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