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yuexiang96 

authored 4 papers 9 days ago

Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents

Paper • 2510.24702 • Published Oct 28 • 27

The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

Paper • 2510.25726 • Published Oct 29 • 45

Simulating Environments with Reasoning Models for Agent Training

Paper • 2511.01824 • Published Nov 3 • 2

On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models

Paper • 2512.07783 • Published 17 days ago • 35

pengchao 

authored a paper 9 days ago

Improving the Efficiency of LLM Agent Systems through Trajectory Reduction

Paper • 2509.23586 • Published Sep 28

pengchao 

authored a paper 17 days ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23 • 274

huybery 

authored a paper 2 months ago

VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos

Paper • 2510.19488 • Published Oct 22 • 19

ysu-nlp 

authored 13 papers 3 months ago

Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents

Paper • 2411.06559 • Published Nov 10, 2024 • 16

Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models

Paper • 2502.06755 • Published Feb 10 • 7

Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents

Paper • 2502.11357 • Published Feb 17 • 11

On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective

Paper • 2502.14296 • Published Feb 20 • 45

From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Paper • 2502.14802 • Published Feb 20 • 13

RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics

Paper • 2411.16537 • Published Nov 25, 2024

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Paper • 2504.01990 • Published Mar 31 • 301

An Illusion of Progress? Assessing the Current State of Web Agents

Paper • 2504.01382 • Published Apr 2 • 4

Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis

Paper • 2501.09333 • Published Jan 16 • 1

SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills

Paper • 2504.07079 • Published Apr 9 • 12

MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools

Paper • 2504.20168 • Published Apr 28 • 1

ARM: Adaptive Reasoning Model

Paper • 2505.20258 • Published May 26 • 45

RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments

Paper • 2505.21936 • Published May 28 • 1