Publications: 2025

1. Reasoning about Actions with Large Multimodal Models
   [Details] [PDF] [Slides (PDF)]
   Vanya Cohen
   October 2025. Ph.D. Proposal.
2. Augmenting Robotic Capabilities through Natural Language
   [Details] [PDF] [Slides (PDF)]
   Albert Yu
   October 2025. Ph.D. Proposal.
3. Enhancing Competitive-level Code Generation by Utilizing Natural Language Reasoning
   [Details] [PDF] [Slides (PDF)]
   Jierui Li
   September 2025. Ph.D. Proposal.
4. Text-Guided Interactive Scene Synthesis with Scene Prior Guidance
   [Details] [PDF]
   Shaoheng Fang, Haitao Yang, Raymond Mooney, Qixing Huang
   In European Association for Computer Graphics, May 2025.
5. CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models
   [Details] [PDF]
   Jierui Li, Hung Le, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Doyen Sahoo
   In Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL), April 2025.
6. Temporally Streaming Audio-Visual Synchronization for Real-World Videos
   [Details] [PDF]
   Jordan Voas, Wei-Cheng Tseng, Layne Berry, Xixi Hu, Puyuan Peng, James Stuedemann, and David Harwath
   In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), February 2025.