Search Results for author: Yuyang Ji

Found 3 papers, 1 papers with code

IMPROVE: Iterative Model Pipeline Refinement and Optimization Leveraging LLM Agents

no code implementations25 Feb 2025 Eric Xue, Zeyi Huang, Yuyang Ji, Haohan Wang

These findings establish Iterative Refinement as an effective new strategy for LLM-driven ML automation and position IMPROVE as an accessible solution for building high-quality computer vision models without requiring ML expertise.

Attribute Large Language Model

Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs

no code implementations8 Jan 2025 Zeyi Huang, Yuyang Ji, Xiaofang Wang, Nikhil Mehta, Tong Xiao, DongHyun Lee, Sigmund Vanvalkenburgh, Shengxin Zha, Bolin Lai, Licheng Yu, Ning Zhang, Yong Jae Lee, Miao Liu

Long-form video understanding with Large Vision Language Models is challenged by the need to analyze temporally dispersed yet spatially concentrated key moments within limited context windows.

EgoSchema Object Tracking +1

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