[ICCV'23] LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models

[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.

[ICLR'25 Oral] UGround: Universal GUI Visual Grounding for GUI Agents

Code for the CIKM'23 paper "A Retrieve-and-Read Framework for Knowledge Graph Link Prediction"

[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web"

Sparse autoencoders for vision

Building a comprehensive and handy list of papers for GUI agents

Official code repo for the paper "ChemToolAgent: The Impact of Tools on Language Agents for Chemistry Problem Solving" (previously "Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving")