Xiao, Yijia

11 publications

ICLR 2026 Multiplayer Nash Preference Optimization Fang Wu, Xu Huang, Weihao Xuan, Zhiwei Zhang, Yijia Xiao, Guancheng Wan, Xiaomin Li, Bing Hu, Peng Xia, Jure Leskovec, Yejin Choi

ICLR 2026 PRISM-Physics: Causal DAG-Based Process Evaluation for Physics Reasoning Wanjia Zhao, Qinwei Ma, Jingzhe Shi, Shirley Wu, Jiaqi Han, Yijia Xiao, Si-Yuan Chen, Xiao Luo, Ludwig Schmidt, James Zou

ICLR 2026 Web-CogReasoner: Towards Multimodal Knowledge-Induced Cognitive Reasoning for Web Agents Yuhan Guo, Guocong, Aiwen Sun, Hongliang He, Xinyu Yang, Yue Lu, Yingji Zhang, Xuntao Guo, Dong Zhang, Jianzhuang Liu, Jiang Duan, Yijia Xiao, Liangjian Wen, Haiming Xu, Yong Dai

AAAI 2025 DREAM: Decoupled Discriminative Learning with Bigraph-Aware Alignment for Semi-Supervised 2D-3D Cross-Modal Retrieval Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo

NeurIPS 2025 Don’t Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models Zitong Shi, Guancheng Wan, Haixin Wang, Ruoyan Li, Zijie Huang, Wanjia Zhao, Yijia Xiao, Xiao Luo, Carl Yang, Yizhou Sun, Wei Wang

AAAI 2025 Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S. Nori, Eran Halperin, Wei Wang

ICLRW 2025 ProteinGPT: Multimodal LLM for Protein Property Prediction and Structure Understanding Yijia Xiao, Edward Sun, Yiqiao Jin, Qifan Wang, Wei Wang

ICLRW 2025 Tracing Scientific Evolution: A 30-Year Cross-Disciplinary Analysis Yiqiao Jin, Yijia Xiao, Yiyang Wang, Jindong Wang

NeurIPSW 2024 Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction Mingyu Derek Ma, Xiaoxuan Wang, Yijia Xiao, Anthony Cuturrufo, Vijay S Nori, Eran Halperin, Wei Wang

NeurIPS 2023 Benchmarking Foundation Models with Language-Model-as-an-Examiner Yushi Bai, Jiahao Ying, Yixin Cao, Xin Lv, Yuze He, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Yijia Xiao, Haozhe Lyu, Jiayin Zhang, Juanzi Li, Lei Hou

NeurIPSW 2023 PGraphDTA: Improving Drug Target Interaction Prediction Using Protein Language Models and Contact Maps Rakesh Bal, Yijia Xiao, Wei Wang