Yu Su

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authored 18 papers 1 day ago

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

Paper • 2411.06559 • Published Nov 10, 2024 • 15

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 • 10

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

Paper • 2502.14296 • Published Feb 20 • 44

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 • 300

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

BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning

Paper • 2505.23883 • Published May 29 • 1

Is Extending Modality The Right Path Towards Omni-Modality?

Paper • 2506.01872 • Published Jun 2 • 23

Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge

Paper • 2506.21506 • Published Jun 26 • 51

OPeRA: A Dataset of Observation, Persona, Rationale, and Action for Evaluating LLMs on Human Online Shopping Behavior Simulation

Paper • 2506.05606 • Published Jun 5

WebGuard: Building a Generalizable Guardrail for Web Agents

Paper • 2507.14293 • Published Jul 18

authored 2 papers 2 days ago

Watch and Learn: Learning to Use Computers from Online Videos

Paper • 2510.04673 • Published 7 days ago • 9

Agent Learning via Early Experience

Paper • 2510.08558 • Published 4 days ago • 177