BeHonest: Benchmarking Honesty of Large Language Models. - Steffi Chern; Zhulin Hu; Yuqing Yang 004; Ethan Chern; Yuan Guo; Jiahe Jin; Binjie Wang; Pengfei Liu 003 (CoRR, 2024)

PC Agent: While You Sleep, AI Works - A Cognitive Journey into Digital World. - Yanheng He; Jiahe Jin; Shijie Xia; Jiadi Su; Run-Ze Fan; Haoyang Zou; Xiangkun Hu; Pengfei Liu 003 (CoRR, 2024)

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? - Jiahe Jin; Yanheng He; Mingyan Yang (ACL (Findings), 2025)

Generative AI Act II: Test Time Scaling Drives Cognition Engineering. - Shijie Xia; Yiwei Qin; Xuefeng Li 003; Yan Ma; Run-Ze Fan; Steffi Chern; Haoyang Zou; Fan Zhou; Xiangkun Hu; Jiahe Jin; Yanheng He; Yixin Ye; et al. (CoRR, 2025)

Efficient Agent Training for Computer Use. - Yanheng He; Jiahe Jin; Pengfei Liu 003 (CoRR, 2025)

DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research. - João Coelho; Jingjie Ning; Jingyuan He; Kangrui Mao; Abhijay Paladugu; Pranav Setlur; Jiahe Jin; Jamie Callan; João Magalhães; Bruno Martins 001; Chenyan Xiong (CoRR, 2025)

Deep Research Comparator: A Platform For Fine-grained Human Annotations of Deep Research Agents. - Prahaladh Chandrahasan; Jiahe Jin; Zhihan Zhang; Tevin Wang; Andy Tang; Lucy Mo; Morteza Ziyadi; Leonardo F. R. Ribeiro; Zimeng Qiu; Markus Dreyer; Akari Asai; Chenyan Xiong (CoRR, 2025)