Jinnuo Liu is a Ph.D. student in Computer Science advised by Professor Hongyi Wen in the MAPS Research Group. Prior to that, he earned his B.S. degree in Computer Science from NYU Shanghai and graduated with the Dean’s Award in Computer Science, Data Science, and Engineering. Currently, his research interest lies in evaluation of LLM, as well as building more comprehensive and personalized agents.
Publications
- Jinnuo Liu, Yue Peng, Jinhan Niu, Hongyi Wen, “Diagnosing Knowledge Gaps in LLM Tool Use: An Agentic Benchmark for Novel API Acquisition”, 2606.03657
- Jinnuo Liu, Chuke Liu, Hua Shen, “ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems”, 2602.08567
- Haoming Liu, Jinnuo Liu, Yanhao Li, Liuyang Bai, Yunkai Ji, Yuanhe Guo, Shenji Wan, Hongyi Wen, “From Navigation to Refinement: Revealing the Two-Stage Nature of Flow-based Diffusion Models through Oracle Velocity”, 2512.02826
Research Interests
- Evaluation of Large Language Models
- Agent Harness and Post-Training
- Controllable Image Generation