Chen, Siyuan

15 publications

ICLR 2026 From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbidity Tianxi Wan, Jiaming Luo, Siyuan Chen, Kunyao Lan, Chenjianhua, Haiyang Geng, Mengyue Wu

ICLR 2026 FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction Zhiyuan Zeng, Jiashuo Liu, Siyuan Chen, Tianci He, Yali Liao, Yixiao Tian, Wangjinpeng.Levi, Zaiyuan Wang, YangYang, Lingyue Yin, Mingren Yin, Zhu Zhenwei, Tianle Cai, Xinjie Chen, Zehui Chen, Jiecao Chen, Yantao Du, Xiang Gao, Jiacheng Guo, Liang Hu, Jianpeng Jiao, Xiangsheng Li, Jingkai Liu, Nishuang, Zhoufutu Wen, Ge Zhang, Kaiyuan Zhang, 周欣, Jose Blanchet, Xipeng Qiu, Mengdi Wang, Wenhao Huang

ICLR 2026 GRO-RAG: Gradient-Aware Re-Rank Optimization for Multi-Source Retrieval-Augmented Generation Siyuan Chen, Hang Ding, Kangxiaoyu, Jiechao Gao

ICLR 2026 Physically Valid Biomolecular Interaction Modeling with Gauss-Seidel Projection Siyuan Chen, Minghao Guo, Caoliwen Wang, Anka He Chen, Yikun Zhang, Jingjing Chai, Yin Yang, Wojciech Matusik, Peter Yichen Chen

NeurIPS 2025 Adaptive Gradient Masking for Balancing ID and MLLM-Based Representations in Recommendation Yidong Wu, Siyuan Chen, Binrui Wu, Fan Li, Jiechao Gao

NeurIPS 2025 Aligning by Misaligning: Boundary-Aware Curriculum Learning for Multimodal Alignment Hua Ye, Hang Ding, Siyuan Chen, Yiyang Jiang, Zhang Changyuan, Xuan Zhang

TMLR 2025 Improving Adversarial Training for Two-Player Competitive Games via Episodic Reward Engineering Siyuan Chen, Fuyuan Zhang, Zhuo Li, Xiongfei Wu, Jianlang Chen, Pengzhan Zhao, Lei Ma, Jianjun Zhao

AAAI 2025 Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors Siyuan Chen, Zhuofeng Wang, Zelong Guan, Yudong Liu, Phillip B. Gibbons

NeurIPS 2025 Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning Hua Ye, Siyuan Chen, Haoliang Zhang, Weihao Luo, Yanbin Li, Xuan Zhang

ECML-PKDD 2023 DegUIL: Degree-Aware Graph Neural Networks for Long-Tailed User Identity Linkage Meixiu Long, Siyuan Chen, Xin Du, Jiahai Wang

ICML 2023 ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines Siyuan Chen, Pratik Pramod Fegade, Tianqi Chen, Phillip Gibbons, Todd Mowry

NeurIPS 2023 Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization Jinbiao Chen, Jiahai Wang, Zizhen Zhang, Zhiguang Cao, Te Ye, Siyuan Chen

IJCAI 2022 Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu

ECML-PKDD 2021 Multi-Agent Deep Reinforcement Learning with Spatio-Temporal Feature Fusion for Traffic Signal Control Xin Du, Jiahai Wang, Siyuan Chen, Zhiyue Liu

AAAI 2021 Neural Relational Inference with Efficient Message Passing Mechanisms Siyuan Chen, Jiahai Wang, Guoqing Li