End-to-End Entity Linking with Hierarchical Reinforcement Learning. - Lihan Chen; Tinghui Zhu; Jingping Liu; Jiaqing Liang; Yanghua Xiao (AAAI, 2023)

Towards Visual Taxonomy Expansion. - Tinghui Zhu; Jingping Liu; Jiaqing Liang; Haiyun Jiang; Yanghua Xiao; Zongyu Wang; Rui Xie 005; Yunsen Xian (ACM Multimedia, 2023)

SLR: A million-scale comprehensive crossword dataset for simultaneous learning and reasoning. - Chao Wang 095; Tinghui Zhu; Zhixu Li; Jingping Liu (Neurocomputing, 2023)

Empowering Biomedical Named Entity Recognition through Multi-Tagger Collaboration. - Jin Zhao 004; Jian Xie; Tinghui Zhu; Qian Guo; Zhixu Li; Yanghua Xiao (ECAI, 2024)

TravelPlanner: A Benchmark for Real-World Planning with Language Agents. - Jian Xie; Kai Zhang 033; Jiangjie Chen; Tinghui Zhu; Renze Lou; Yuandong Tian; Yanghua Xiao; Yu Su 001 (ICML, 2024)

Deductive Beam Search: Decoding Deducible Rationale for Chain-of-Thought Reasoning. - Tinghui Zhu; Kai Zhang 033; Jian Xie; Yu Su 001 (CoRR, 2024)

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? - Siye Wu; Jian Xie; Jiangjie Chen; Tinghui Zhu; Kai Zhang 033; Yanghua Xiao (CoRR, 2024)

Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models. - Tinghui Zhu; Qin Liu 010; Fei Wang 060; Zhengzhong Tu; Muhao Chen 001 (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)

Harmonic-Oriented Design and Vibration Characteristic Suppression for Interior Permanent Magnet Motors. - Xue Zhou; Xiaoyong Zhu; Zixuan Xiang; Deyang Fan; Lei Xu 034; Tinghui Zhu (IEEE Trans. Ind. Electron., 2024)

MCiteBench: A Benchmark for Multimodal Citation Text Generation in MLLMs. - Caiyu Hu; Yikai Zhang 004; Tinghui Zhu; Yiwei Ye; Yanghua Xiao (CoRR, 2025)

LLM Agents for Education: Advances and Applications. - Zhendong Chu; Shen Wang 005; Jian Xie; Tinghui Zhu; Yibo Yan; Jinheng Ye; Aoxiao Zhong; Xuming Hu; Jing Liang 008; Philip S. Yu; Qingsong Wen (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)

Is Extending Modality The Right Path Towards Omni-Modality? - Tinghui Zhu; Kai Zhang 033; Muhao Chen 001; Yu Su 001 (CoRR, 2025)