Associate Professor, University of California, Los Angeles
5 papers at NeurIPS 2025
Introducing PARTONOMY and PLUM, a new benchmark and segmenting LMM that enable fine-grained, part-level visual reasoning by addressing architectural flaws in existing LMMs and setting a new standard for grounded multimodal understanding.
We identify and mitigate the loss of context awareness after instruction fine-tuning.
We introduce a new benchmark for long-term spatial-temporal memory in 3D embodied agent. We propose a novel model with memory fusion technique for enhanced memory capabilities.
Debate between AI experts outperforms single-advisor consultancy in helping humans make more accurate factual judgments, especially benefiting those with mainstream beliefs.
