HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation. - Qianyu He; Yikai Zhang 004; Jiaqing Liang; Yuncheng Huang; Yanghua Xiao; Yunwen Chen (ACL (1), 2023)

Beyond the Obvious: Evaluating the Reasoning Ability In Real-life Scenarios of Language Models on Life Scapes Reasoning Benchmark (LSR-Benchmark). - Zhouhong Gu; Zihan Li; Lin Zhang; Zhuozhi Xiong; Sihang Jiang; Xiaoxuan Zhu; Shusen Wang; Zili Wang; Jianchen Wang; Haoning Ye; Wenhao Huang; Yikai Zhang 004; et al. (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)

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)

TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation. - Yikai Zhang 004; Siyu Yuan; Caiyu Hu; Kyle Richardson 001; Yanghua Xiao; Jiangjie Chen (ACL (1), 2024)

DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? - Zhouhong Gu; Lin Zhang; Xiaoxuan Zhu; Jiangjie Chen; Wenhao Huang; Yikai Zhang 004; Shusen Wang; Zheyu Ye; Yan Gao 017; Hongwei Feng; Yanghua Xiao (EMNLP (Findings), 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)

DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling. - Aili Chen; Chengyu Du; Jiangjie Chen; Jinghan Xu; Yikai Zhang 004; Siyu Yuan; Zulong Chen; Liangyue Li; Yanghua Xiao (ACL (1), 2025)

Revealing the Barriers of Language Agents in Planning. - Jian Xie; Kexun Zhang; Jiangjie Chen; Siyu Yuan; Kai Zhang 033; Yikai Zhang 004; Lei Li 005; Yanghua Xiao (NAACL (Long Papers), 2025)

SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals. - Ruihan Yang; Jiangjie Chen; Yikai Zhang 004; Siyu Yuan; Aili Chen; Kyle Richardson 001; Yanghua Xiao; Deqing Yang (NAACL (Long Papers), 2025)

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

ARM: Adaptive Reasoning Model. - Siye Wu; Jian Xie; Yikai Zhang 004; Aili Chen; Kai Zhang 033; Yu Su 001; Yanghua Xiao (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)