Qihan Ren

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upvoted 2 papers 10 days ago

OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories

Paper • 2605.04036 • Published 12 days ago • 65

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Paper • 2605.03042 • Published 13 days ago • 114

upvoted 3 papers about 1 month ago

Seedance 2.0: Advancing Video Generation for World Complexity

Paper • 2604.14148 • Published Apr 15 • 160

Turing Test on Screen: A Benchmark for Mobile GUI Agent Humanization

Paper • 2604.09574 • Published Feb 24 • 30

Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Paper • 2604.13016 • Published Apr 14 • 94

upvoted an article about 1 month ago

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Article

Red Teaming with RL: Exploiting Tinker API for Harmful RL on 235B Model

• 

georgefen

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Jan 1

• 19

upvoted 6 papers about 1 month ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 324

Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?

Paper • 2603.24472 • Published Mar 25 • 55

On the Role of Reasoning Patterns in the Generalization Discrepancy of Long Chain-of-Thought Supervised Fine-Tuning

Paper • 2604.01702 • Published Apr 4 • 3

SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds

Paper • 2604.08544 • Published Apr 9 • 16

ATBench: A Diverse and Realistic Trajectory Benchmark for Long-Horizon Agent Safety

Paper • 2604.02022 • Published Apr 2 • 15

Claw-Eval: Toward Trustworthy Evaluation of Autonomous Agents

Paper • 2604.06132 • Published Apr 7 • 120

upvoted a collection about 1 month ago

Rethink_SFT_generalization

Collection

Repo for paper Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability. • 40 items • Updated Apr 11 • 19

upvoted a paper about 2 months ago

Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development

Paper • 2603.27460 • Published Mar 29 • 69

upvoted 3 papers 2 months ago

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 184

OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data

Paper • 2603.15594 • Published Mar 16 • 149

Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?

Paper • 2603.03202 • Published Mar 3 • 17

upvoted 2 papers 3 months ago

Data Repetition Beats Data Scaling in Long-CoT Supervised Fine-Tuning

Paper • 2602.11149 • Published Feb 11 • 18

Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report v1.5

Paper • 2602.14457 • Published Feb 16 • 29

upvoted an article 3 months ago

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Article

Forge: Scalable Agent RL Framework and Algorithm

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MiniMax-AI

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Feb 13

• 153