Language Models as Knowledge Embeddings. - Xintao Wang 001; Qianyu He; Jiaqing Liang; Yanghua Xiao (IJCAI, 2022)

MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base. - Qianyu He; Xintao Wang 001; Jiaqing Liang; Yanghua Xiao (AAAI, 2023)

KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases. - Xintao Wang 001; Qianwen Yang; Yongting Qiu; Jiaqing Liang; Qianyu He; Zhouhong Gu; Yanghua Xiao; Wei Wang 009 (CoRR, 2023)

Can Large Language Models Understand Real-World Complex Instructions? - Qianyu He; Jie Zeng 003; Wenhao Huang; Lina Chen; Jin Xiao; Qianxi He; Xunzhe Zhou; Lida Chen; Xintao Wang 001; Yuncheng Huang; Haoning Ye; Zihan Li; et al. (CoRR, 2023)

Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources. - Yipei Xu; Dakuan Lu; Jiaqing Liang; Xintao Wang 001; Yipeng Geng; Yingsi Xin; Hengkui Wu; Ken Chen; ruiji zhang; Yanghua Xiao (CoRR, 2023)

Prototypical Concept Representation. - Xintao Wang 001; Jiaqing Liang; Yanghua Xiao; Wei Wang 009 (IEEE Trans. Knowl. Data Eng., 2023)

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews. - Xintao Wang 001; Yunze Xiao; Jen-tse Huang 001; Siyu Yuan; Rui Xu 026; Haoran Guo; Quan Tu; Yaying Fei; Ziang Leng; Wei Wang 009; Jiangjie Chen; Cheng Li; et al. (ACL (1), 2024)

Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models. - Yikai Zhang 004; Qianyu He; Xintao Wang 001; Siyu Yuan; Jiaqing Liang; Yanghua Xiao (ACL (Findings), 2024)

Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources. - Yipei Xu; Dakuan Lu; Jiaqing Liang; Jin Zhao 004; Xintao Wang 001; Hengkui Wu; Ken Chen; Liujiang Liu; Yingsi Xin; Xuepeng Liu; Yanghua Xiao; Zhixu Li (CIKM, 2024)

Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data. - Yiting Ran; Xintao Wang 001; Rui Xu 026; Xinfeng Yuan; Jiaqing Liang; Yanghua Xiao; Deqing Yang (EMNLP (Findings), 2024)

Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works. - Xinfeng Yuan; Siyu Yuan; Yuhan Cui; Tianhe Lin; Xintao Wang 001; Rui Xu 026; Jiangjie Chen; Deqing Yang (EMNLP, 2024)

ConcEPT: Concept-Enhanced Pre-Training for Language Models. - Xintao Wang 001; Zhouhong Gu; Jiaqing Liang; Dakuan Lu; Yanghua Xiao; Wei Wang 009 (CoRR, 2024)

SurveyAgent: A Conversational System for Personalized and Efficient Research Survey. - Xintao Wang 001; Jiangjie Chen; Nianqi Li; Lida Chen; Xinfeng Yuan; Wei Shi; Xuyang Ge; Rui Xu 026; Yanghua Xiao (CoRR, 2024)

Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing? - Rui Xu 026; Xintao Wang 001; Jiangjie Chen; Siyu Yuan; Xinfeng Yuan; Jiaqing Liang; Zulong Chen; Xiaoqing Dong; Yanghua Xiao (CoRR, 2024)

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals. - Lida Chen; Zujie Liang; Xintao Wang 001; Jiaqing Liang; Yanghua Xiao; Feng Wei; Jinglei Chen; Zhenghong Hao; Bing Han 017; Wei Wang 009 (CoRR, 2024)

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs. - Yifei Zhang; Xintao Wang 001; Jiaqing Liang; Sirui Xia; Lida Chen; Yanghua Xiao (CoRR, 2024)

MINDECHO: Role-Playing Language Agents for Key Opinion Leaders. - Rui Xu 026; Dakuan Lu; Xiaoyu Tan; Xintao Wang 001; Siyu Yuan; Jiangjie Chen; Wei Chu; Yinghui Xu (CoRR, 2024)

From Persona to Personalization: A Survey on Role-Playing Language Agents. - Jiangjie Chen; Xintao Wang 001; Rui Xu 026; Siyu Yuan; Yikai Zhang 004; Wei Shi; Jian Xie; Shuang Li; Ruihan Yang; Tinghui Zhu; Aili Chen; Nianqi Li; et al. (Trans. Mach. Learn. Res., 2024)

BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation. - Yiting Ran; Xintao Wang 001; Tian Qiu; Jiaqing Liang; Yanghua Xiao; Deqing Yang (ACL (1), 2025)

Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation. - Sirui Xia; Xintao Wang 001; Jiaqing Liang; Yifei Zhang; Weikang Zhou; Jiaji Deng; Fei Yu; Yanghua Xiao (NAACL (Findings), 2025)

CoSER: Coordinating LLM-Based Persona Simulation of Established Roles. - Xintao Wang 001; Heng Wang; Yifei Zhang; Xinfeng Yuan; Rui Xu 026; Jen-tse Huang 001; Siyu Yuan; Haoran Guo; Jiangjie Chen; Wei Wang 009; Yanghua Xiao; Shuchang Zhou 003 (CoRR, 2025)

PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention. - Lida Chen; Dong Xu; Chenxin An; Xintao Wang 001; Yikai Zhang 004; Jiangjie Chen; Zujie Liang; Feng Wei; Jiaqing Liang; Yanghua Xiao; Wei Wang 009 (CoRR, 2025)

Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents. - Rui Xu 026; MingYu Wang; Xintao Wang 001; Dakuan Lu; Xiaoyu Tan; Wei Chu; Yinghui Xu (CoRR, 2025)

BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation. - Yiting Ran; Xintao Wang 001; Tian Qiu; Jiaqing Liang; Yanghua Xiao; Deqing Yang (CoRR, 2025)

Can LLMs Learn to Map the World from Local Descriptions? - Sirui Xia; Aili Chen; Xintao Wang 001; Tinghui Zhu; Yikai Zhang 004; Jiangjie Chen; Yanghua Xiao (CoRR, 2025)

ARIA: Training Language Agents with Intention-Driven Reward Aggregation. - Ruihan Yang; Yikai Zhang 004; Aili Chen; Xintao Wang 001; Siyu Yuan; Jiangjie Chen; Deqing Yang; Yanghua Xiao (CoRR, 2025)