Xintao Wang

42 papers A* 4A 1Journal 29Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playing.
CoRR
Chengyu Du, Xintao Wang, Aili Chen, Weiyuan Li, Rui Xu, Junteng Liu, Zishan Huang, Rong Tian, Zijun Sun, Yuhao Li, Liheng Feng, Deming Ding, Pengyu Zhao, Yanghua Xiao
2026 J jnl
HumanLLM: Benchmarking and Improving LLM Anthropomorphism via Human Cognitive Patterns.
CoRR
Xintao Wang, Jian Yang, Weiyuan Li, Rui Xie, Jen-tse Huang, Jun Gao, Shuai Huang, Yueping Kang, Liyuan Gou, Hongwei Feng, Yanghua Xiao
2025 J jnl
ARIA: Training Language Agents with Intention-Driven Reward Aggregation.
CoRR
Ruihan Yang, Yikai Zhang, Aili Chen, Xintao Wang, Siyu Yuan, Jiangjie Chen, Deqing Yang, Yanghua Xiao
2025 — conf
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation.
ACL (1)
Yiting Ran, Xintao Wang, Tian Qiu, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2025 J jnl
BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation.
CoRR
Yiting Ran, Xintao Wang, Tian Qiu, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2025 J jnl
Can LLMs Learn to Map the World from Local Descriptions?
CoRR
Sirui Xia, Aili Chen, Xintao Wang, Tinghui Zhu, Yikai Zhang, Jiangjie Chen, Yanghua Xiao
2025 — conf
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
EMNLP (Findings)
Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao
2025 A* conf
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles.
ICML
Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Shuchang Zhou, Wei Wang, Yanghua Xiao
2025 J jnl
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles.
CoRR
Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Wei Wang, Yanghua Xiao, Shuchang Zhou
2025 J jnl
Curse of Knowledge: When Complex Evaluation Context Benefits yet Biases LLM Judges.
CoRR
Weiyuan Li, Xintao Wang, Siyu Yuan, Rui Xu, Jiangjie Chen, Qingqing Dong, Yanghua Xiao, Deqing Yang
2025 — conf
Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation.
EMNLP (Findings)
Weiyuan Li, Xintao Wang, Siyu Yuan, Rui Xu, Jiangjie Chen, Qingqing Dong, Yanghua Xiao, Deqing Yang
2025 — conf
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation.
NAACL (Findings)
Sirui Xia, Xintao Wang, Jiaqing Liang, Yifei Zhang, Weikang Zhou, Jiaji Deng, Fei Yu, Yanghua Xiao
2025 — conf
Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents.
EMNLP (Findings)
Rui Xu, Mingyu Wang, Xintao Wang, Dakuan Lu, Xiaoyu Tan, Wei Chu, Yinghui Xu
2025 J jnl
Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents.
CoRR
Rui Xu, Mingyu Wang, Xintao Wang, Dakuan Lu, Xiaoyu Tan, Wei Chu, Yinghui Xu
2025 J jnl
ORIGAMISPACE: Benchmarking Multimodal LLMs in Multi-Step Spatial Reasoning with Mathematical Constraints.
CoRR
Rui Xu, Dakuan Lu, Zicheng Zhao, Xiaoyu Tan, Xintao Wang, Siyu Yuan, Jiangjie Chen, Yinghui Xu
2025 J jnl
PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention.
CoRR
Lida Chen, Dong Xu, Chenxin An, Xintao Wang, Yikai Zhang, Jiangjie Chen, Zujie Liang, Feng Wei, Jiaqing Liang, Yanghua Xiao, Wei Wang
2025 J jnl
The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies.
CoRR
Jiaxu Zhou, Jen-tse Huang, Xuhui Zhou, Man Ho Lam, Xintao Wang, Hao Zhu, Wenxuan Wang, Maarten Sap
2024 — conf
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data.
EMNLP (Findings)
Yiting Ran, Xintao Wang, Rui Xu, Xinfeng Yuan, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2024 J jnl
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data.
CoRR
Yiting Ran, Xintao Wang, Rui Xu, Xinfeng Yuan, Jiaqing Liang, Yanghua Xiao, Deqing Yang
2024 J jnl
Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs.
CoRR
Yifei Zhang, Xintao Wang, Jiaqing Liang, Sirui Xia, Lida Chen, Yanghua Xiao
2024 J jnl
Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing?
CoRR
Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao
2024 J jnl
ConcEPT: Concept-Enhanced Pre-Training for Language Models.
CoRR
Xintao Wang, Zhouhong Gu, Jiaqing Liang, Dakuan Lu, Yanghua Xiao, Wei Wang
2024 A* conf
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works.
EMNLP
Xinfeng Yuan, Siyu Yuan, Yuhan Cui, Tianhe Lin, Xintao Wang, Rui Xu, Jiangjie Chen, Deqing Yang
2024 J jnl
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works.
CoRR
Xinfeng Yuan, Siyu Yuan, Yuhan Cui, Tianhe Lin, Xintao Wang, Rui Xu, Jiangjie Chen, Deqing Yang
2024 J jnl
From Persona to Personalization: A Survey on Role-Playing Language Agents.
CoRR
Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao
2024 J jnl
From Persona to Personalization: A Survey on Role-Playing Language Agents.
Trans. Mach. Learn. Res.
Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao
2024 J jnl
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation.
CoRR
Sirui Xia, Xintao Wang, Jiaqing Liang, Yifei Zhang, Weikang Zhou, Jiaji Deng, Fei Yu, Yanghua Xiao
2024 — conf
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews.
ACL (1)
Xintao Wang, Yunze Xiao, Jen-tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Yanghua Xiao
2024 — conf
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models.
ACL (Findings)
Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao
2024 J jnl
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models.
CoRR
Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang, Yanghua Xiao
2024 J jnl
MINDECHO: Role-Playing Language Agents for Key Opinion Leaders.
CoRR
Rui Xu, Dakuan Lu, Xiaoyu Tan, Xintao Wang, Siyu Yuan, Jiangjie Chen, Wei Chu, Yinghui Xu
2024 A conf
Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources.
CIKM
Yipei Xu, Dakuan Lu, Jiaqing Liang, Jin Zhao, Xintao Wang, Hengkui Wu, Ken Chen, Liujiang Liu, Yingsi Xin, Xuepeng Liu, Yanghua Xiao, Zhixu Li
2024 J jnl
SurveyAgent: A Conversational System for Personalized and Efficient Research Survey.
CoRR
Xintao Wang, Jiangjie Chen, Nianqi Li, Lida Chen, Xinfeng Yuan, Wei Shi, Xuyang Ge, Rui Xu, Yanghua Xiao
2024 J jnl
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals.
CoRR
Lida Chen, Zujie Liang, Xintao Wang, Jiaqing Liang, Yanghua Xiao, Feng Wei, Jinglei Chen, Zhenghong Hao, Bing Han, Wei Wang
2023 J jnl
Can Large Language Models Understand Real-World Complex Instructions?
CoRR
Qianyu He, Jie Zeng, Wenhao Huang, Lina Chen, Jin Xiao, Qianxi He, Xunzhe Zhou, Lida Chen, Xintao Wang, Yuncheng Huang, Haoning Ye, Zihan Li, Shisong Chen, Yikai Zhang, Zhouhong Gu, Jiaqing Liang, Yanghua Xiao
2023 J jnl
KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases.
CoRR
Xintao Wang, Qianwen Yang, Yongting Qiu, Jiaqing Liang, Qianyu He, Zhouhong Gu, Yanghua Xiao, Wei Wang
2023 A* conf
MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base.
AAAI
Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao
2023 J jnl
Prototypical Concept Representation.
IEEE Trans. Knowl. Data Eng.
Xintao Wang, Jiaqing Liang, Yanghua Xiao, Wei Wang
2023 J jnl
Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources.
CoRR
Yipei Xu, Dakuan Lu, Jiaqing Liang, Xintao Wang, Yipeng Geng, Yingsi Xin, Hengkui Wu, Ken Chen, ruiji zhang, Yanghua Xiao
2022 A* conf
Language Models as Knowledge Embeddings.
IJCAI
Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao
2022 J jnl
Language Models as Knowledge Embeddings.
CoRR
Xintao Wang, Qianyu He, Jiaqing Liang, Yanghua Xiao
2022 J jnl
MAPS-KB: A Million-scale Probabilistic Simile Knowledge Base.
CoRR
Qianyu He, Xintao Wang, Jiaqing Liang, Yanghua Xiao