A Graph Representation of Semi-structured Data for Web Question Answering. - Xingyao Zhang 003; Linjun Shou; Jian Pei 001; Ming Gong 001; Lijie Wen 001; Daxin Jiang (COLING, 2020)

Knowledge Enhanced Fact Checking and Verification. - Biru Zhu; Xingyao Zhang 003; Ming Gu 001; Yangdong Deng (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Instructed Language Models with Retrievers Are Powerful Entity Linkers. - Zilin Xiao; Ming Gong 001; Jie Wu; Xingyao Zhang 003; Linjun Shou; Daxin Jiang (EMNLP, 2023)

Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency. - Zilin Xiao; Linjun Shou; Xingyao Zhang 003; Jie Wu; Ming Gong 001; Daxin Jiang (EMNLP (Findings), 2023)

Instructed Language Models with Retrievers Are Powerful Entity Linkers. - Zilin Xiao; Ming Gong 001; Jie Wu; Xingyao Zhang 003; Linjun Shou; Jian Pei 001; Daxin Jiang (CoRR, 2023)

Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency. - Zilin Xiao; Linjun Shou; Xingyao Zhang 003; Jie Wu; Ming Gong 001; Jian Pei 001; Daxin Jiang (CoRR, 2023)

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning. - Xiangru Tang; Anni Zou; Zhuosheng Zhang 001; Yilun Zhao 001; Xingyao Zhang 003; Arman Cohan; Mark Gerstein (CoRR, 2023)

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning. - Xiangru Tang; Anni Zou; Zhuosheng Zhang 001; Ziming Li; Yilun Zhao 001; Xingyao Zhang 003; Arman Cohan; Mark Gerstein (ACL (Findings), 2024)

Grounding Language Models for Visual Entity Recognition. - Zilin Xiao; Ming Gong 001; Paola Cascante-Bonilla; Xingyao Zhang 003; Jie Wu; Vicente Ordonez (ECCV (11), 2024)

Step-Back Profiling: Distilling User History for Personalized Scientific Writing. - Xiangru Tang; Xingyao Zhang 003; Yanjun Shao; Jie Wu; Yilun Zhao 001; Arman Cohan; Ming Gong 001; Dongmei Zhang 001; Mark Gerstein (CoRR, 2024)

Adaptive Dense Reward: Understanding the Gap Between Action and Reward Space in Alignment. - Yanshi Li; Shaopan Xiong; Gengru Chen; Xiaoyang Li; Yijia Luo; Xingyao Zhang 003; Yanhui Huang; Xingyuan Bu; Yingshui Tan; Chun Yuan 003; Jiamang Wang; Wenbo Su; et al. (CoRR, 2024)

ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models. - Haibin Chen; Kangtao Lv; Chengwei Hu; Yanshi Li; Yujin Yuan; Yancheng He; Xingyao Zhang 003; Langming Liu; Shilei Liu; Wenbo Su; Bo Zheng 007 (KDD (2), 2025)

Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation. - Yijia Luo; Yulin Song; Xingyao Zhang 003; Jiaheng Liu; Weixun Wang; Gengru Chen; Wenbo Su; Bo Zheng 007 (CoRR, 2025)

Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library. - Weixun Wang; Shaopan Xiong; Gengru Chen; Wei Gao; Sheng Guo 005; Yancheng He; Ju Huang; Jiaheng Liu; Zhendong Li; Xiaoyang Li; Zichen Liu; Haizhou Zhao; et al. (CoRR, 2025)

RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models. - Tianqianjin Lin; Xi Zhao; Xingyao Zhang 003; Rujiao Long; Yi Xu; Zhuoren Jiang; Wenbo Su; Bo Zheng 007 (CoRR, 2025)

Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs. - Rujiao Long; Yang Li 213; Xingyao Zhang 003; Weixun Wang; Tianqianjin Lin; Xi Zhao; Yuchi Xu; Wenbo Su; Junchi Yan; Bo Zheng 007 (CoRR, 2025)