Yu Su

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upvoted a paper 2 months ago

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

Paper • 2510.24702 • Published Oct 28, 2025 • 28

upvoted a paper 3 months ago

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 270

upvoted a paper 6 months ago

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

Paper • 2506.21506 • Published Jun 26, 2025 • 51

upvoted 2 papers 7 months ago

BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning

Paper • 2505.23883 • Published May 29, 2025 • 2

ARM: Adaptive Reasoning Model

Paper • 2505.20258 • Published May 26, 2025 • 45

upvoted 2 papers 9 months ago

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

Paper • 2504.07079 • Published Apr 9, 2025 • 12

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

Paper • 2504.01990 • Published Mar 31, 2025 • 301

upvoted a collection 10 months ago

SAE-V

Collection

SAEs for vision models like CLIP or DINOv2 • 3 items • Updated Feb 21, 2025 • 5

upvoted 3 papers 11 months ago

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

Paper • 2502.14802 • Published Feb 20, 2025 • 13

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

Paper • 2502.14296 • Published Feb 20, 2025 • 45

Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models

Paper • 2502.06755 • Published Feb 10, 2025 • 7

upvoted a collection 11 months ago

UGround

Collection

Navigating GUIs as Humans Do: Universal Visual Grounding for GUI Agents (ICLR'25 Oral) • 10 items • Updated May 4, 2025 • 7

upvoted 2 papers about 1 year ago

ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery

Paper • 2410.05080 • Published Oct 7, 2024 • 21

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

Paper • 2410.05243 • Published Oct 7, 2024 • 20

upvoted a paper over 1 year ago

Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

Paper • 2405.15071 • Published May 23, 2024 • 41

upvoted 3 papers almost 2 years ago

MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions

Paper • 2403.19651 • Published Mar 28, 2024 • 25

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7, 2024 • 24

TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Paper • 2402.01622 • Published Feb 2, 2024 • 37

upvoted 2 papers about 2 years ago

GPT-4V(ision) is a Generalist Web Agent, if Grounded

Paper • 2401.01614 • Published Jan 3, 2024 • 22

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Paper • 2311.16502 • Published Nov 27, 2023 • 37