Gao, Siyang

11 publications

ICLR 2026 DAMR: Efficient and Adaptive Context-Aware Knowledge Graph Question Answering with LLM-Guided MCTS Yingxu Wang, Shiqi Fan, Mengzhu Wang, Siyang Gao, Chao Wang, Nan Yin

ICLR 2026 Dual-Robust Cross-Domain Offline Reinforcement Learning Against Dynamics Shifts Zhongjian Qiao, Rui Yang, Jiafei Lyu, Xiu Li, Zhongxiang Dai, Zhuoran Yang, Siyang Gao, Shuang Qiu

ICLR 2026 Model-Based Offline RL via Robust Value-Aware Model Learning with Implicitly Differentiable Adaptive Weighting Zhongjian Qiao, Jiafei Lyu, Boxiang Lyu, Yao Shu, Siyang Gao, Shuang Qiu

ICML 2025 Bring Reason to Vision: Understanding Perception and Reasoning Through Model Merging Shiqi Chen, Jinghan Zhang, Tongyao Zhu, Wei Liu, Siyang Gao, Miao Xiong, Manling Li, Junxian He

ICML 2025 Why Is Spatial Reasoning Hard for VLMs? an Attention Mechanism Perspective on Focus Areas Shiqi Chen, Tongyao Zhu, Ruochen Zhou, Jinghan Zhang, Siyang Gao, Juan Carlos Niebles, Mor Geva, Junxian He, Jiajun Wu, Manling Li

ICML 2024 In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He

ICLRW 2024 In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He

NeurIPS 2023 FELM: Benchmarking Factuality Evaluation of Large Language Models Shiqi Chen, Yiran Zhao, Jinghan Zhang, I-Chun Chern, Siyang Gao, Pengfei Liu, Junxian He

NeurIPS 2023 Fast Bellman Updates for Wasserstein Distributionally Robust MDPs Zhuodong Yu, Ling Dai, Shaohang Xu, Siyang Gao, Chin Pang Ho

NeurIPS 2023 Improving the Knowledge Gradient Algorithm Le Yang, Siyang Gao, Chin Pang Ho

ICML 2022 On the Finite-Time Performance of the Knowledge Gradient Algorithm Yanwen Li, Siyang Gao