Built critic model for expert iteration on Lean dataset(Lean workbook & Lean github)
Replaced Best first search method with critic model guided search in tactic selection
Contruct a new comprehensive dataset by expert iteration searching
Finished one SOTA paper in LLM for theorem proving
Researcher in NYU AI4CE Lab
NYU AI4CE Lab
Responsibilities include:
Proposed a scalable, active paradigm in query-based camera-only collaboration task, which reduced the cost in feature transfer
Implemented a pose-guided selection network in deformable attention in camera-based perception, which greatly reduced the number of BEV queries with effective selection
Completed all experiments in multi-agent dataset, analyzed the results, and improved scalability