Temporal Consistency for LLM Reasoning Process Error Identification. - Jiacheng Guo; Yue Wu; Jiahao Qiu; Kaixuan Huang; Xinzhe Juan; Ling Yang; Mengdi Wang (CoRR, 2025)

EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety. - Jiahao Qiu; Yinghui He; Xinzhe Juan; Yimin Wang; Yuhan Liu; Zixin Yao; Yue Wu; Xun Jiang; Ling Yang; Mengdi Wang (CoRR, 2025)

Shallow Preference Signals: Large Language Model Aligns Even Better with Truncated Data? - Xuan Qi; Jiahao Qiu; Xinzhe Juan; Yue Wu; Mengdi Wang (CoRR, 2025)

On Path to Multimodal Historical Reasoning: HistBench and HistAgent. - Jiahao Qiu; Fulian Xiao; Yimin Wang; Yuchen Mao; Yijia Chen; Xinzhe Juan; Siran Wang; Xuan Qi; Tongcheng Zhang; Zixin Yao; Jiacheng Guo; Yifu Lu; et al. (CoRR, 2025)

Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution. - Jiahao Qiu; Xuan Qi; Tongcheng Zhang; Xinzhe Juan; Jiacheng Guo; Yifu Lu; Yimin Wang; Zixin Yao; Qihan Ren; Xun Jiang; Xing Zhou; Dongrui Liu; et al. (CoRR, 2025)

AgentDistill: Training-Free Agent Distillation with Generalizable MCP Boxes. - Jiahao Qiu; Xinzhe Juan; Yimin Wang; Ling Yang; Xuan Qi; Tongcheng Zhang; Jiacheng Guo; Yifu Lu; Zixin Yao; Hongru Wang 003; Shilong Liu; Xun Jiang; et al. (CoRR, 2025)

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence. - Huan-ang Gao; Jiayi Geng; Wenyue Hua; Mengkang Hu; Xinzhe Juan; Hongzhang Liu; Shilong Liu; Jiahao Qiu; Xuan Qi; Yiran Wu; Hongru Wang 003; Han Xiao; et al. (CoRR, 2025)