Huan Sun

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upvoted 4 papers 1 day ago

Bridging Online and Offline RL: Contextual Bandit Learning for Multi-Turn Code Generation

Paper • 2602.03806 • Published Feb 3 • 6

Automatic Image-Level Morphological Trait Annotation for Organismal Images

Paper • 2604.01619 • Published Apr 2 • 9

When Actions Go Off-Task: Detecting and Correcting Misaligned Actions in Computer-Use Agents

Paper • 2602.08995 • Published Feb 9 • 3

When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents

Paper • 2602.08235 • Published Feb 9 • 2

upvoted a paper 2 months ago

QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks

Paper • 2605.24218 • Published May 22 • 46

upvoted a paper 9 months ago

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

Paper • 2510.24702 • Published Oct 28, 2025 • 32

liked a dataset about 1 year ago

osunlp/Mind2Web-2

Viewer • Updated Dec 14, 2025 • 130 • 83 • 16

upvoted 2 papers about 1 year ago

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

Paper • 2506.21506 • Published Jun 26, 2025 • 52

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

Paper • 2505.21936 • Published May 28, 2025 • 1

liked a dataset about 1 year ago

osunlp/AutoSDT-5K

Viewer • Updated Jun 11, 2025 • 5.15k • 52 • 5

upvoted a paper over 1 year ago

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

Paper • 2502.14296 • Published Feb 20, 2025 • 45

authored a paper almost 2 years ago

AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs

Paper • 2410.05295 • Published Oct 3, 2024 • 12

liked a Space almost 2 years ago

Paused

Agents

16

UGround

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16

authored a paper almost 2 years ago

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark

Paper • 2409.02813 • Published Sep 4, 2024 • 34

upvoted a paper about 2 years ago

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

Paper • 2405.15071 • Published May 23, 2024 • 42

authored a paper about 2 years ago

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

Paper • 2405.15071 • Published May 23, 2024 • 42

authored a paper over 2 years ago

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

Paper • 2311.16502 • Published Nov 27, 2023 • 40

upvoted 2 papers over 2 years ago

Mind2Web: Towards a Generalist Agent for the Web

Paper • 2306.06070 • Published Jun 9, 2023 • 21

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

Paper • 2311.16502 • Published Nov 27, 2023 • 40

liked a model over 2 years ago

osunlp/TableLlama

Text Generation • Updated Dec 7, 2023 • 133 • 35