Common Postzygotic Mutational Signatures in Healthy Adult Tissues Related to Embryonic Hypoxia. - Yaqiang Hong; Dake Zhang; Xiangtian Zhou; Aili Chen; Amir Abliz; Jian Bai; Liang Wang; Qingtao Hu; Kenan Gong; Xiaonan Guan; Mengfei Liu; Xinchang Zheng; et al. (Genom. Proteom. Bioinform., 2022)

TravelAgent: An AI Assistant for Personalized Travel Planning. - Aili Chen; Xuyang Ge; Ziquan Fu; Yanghua Xiao; Jiangjie Chen (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)

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)

Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models. - Chengyu Du; Jinyi Han; Yizhou Ying; Aili Chen; Qianyu He; Haokun Zhao; Haoran Guo; Sirui Xia; Jiaqing Liang; Zulong Chen; Liangyue Li; Yanghua Xiao (ICLR, 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)

SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond. - Junteng Liu; Yuanxiang Fan; Zhuo Jiang; Han Ding; Yongyi Hu; Chi Zhang; Yiqi Shi; Shitong Weng; Aili Chen; Shiqi Chen; Yunan Huang; Mozhi Zhang; et al. (CoRR, 2025)

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles. - Jiangjie Chen; Qianyu He; Siyu Yuan; Aili Chen; Zhicheng Cai; Weinan Dai; Hongli Yu; Qiying Yu; Xuefeng Li; Jiaze Chen; Hao Zhou 012; Mingxuan Wang (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)

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention. - Aili Chen; Aonian Li; Bangwei Gong; Binyang Jiang; Bo Fei; Bo Yang; Boji Shan; Changqing Yu; Chao Wang; Cheng Zhu; Chengjun Xiao; Chengyu Du; et al. (CoRR, 2025)