Qihan Ren

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upvoted a paper 3 days ago

UOPD: Uncertainty-Aware Intervention for On-Policy Distillation of Multi-Turn Agents

Paper • 2609.34036 • Published 23 days ago • 6

upvoted a paper 21 days ago

Imprint Reader: From Weight-Update Readout to Behavioral Intervention

Paper • 2609.35261 • Published 22 days ago • 16

upvoted a paper 24 days ago

WanPE: Towards Cinematic Prompt Enhancement for Modern Text-to-Video Generation

Paper • 2609.30221 • Published 26 days ago • 48

upvoted a paper 2 months ago

Do LLMs Know Their Vulnerable Scenarios?

Paper • 2607.23496 • Published Jul 26 • 31

upvoted 5 papers 4 months ago

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

Paper • 2606.30616 • Published Jun 29 • 105

The Verification Horizon: No Silver Bullet for Coding Agent Rewards

Paper • 2606.26300 • Published Jun 24 • 54

FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining

Paper • 2606.20506 • Published Jun 18 • 28

MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling

Paper • 2606.13473 • Published Jun 11 • 99

MiniMax Sparse Attention

Paper • 2606.13392 • Published Jun 11 • 169

upvoted 4 papers 5 months ago

COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

Paper • 2605.31264 • Published May 29 • 132

The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence

Paper • 2605.26494 • Published May 26 • 38

AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security

Paper • 2605.29801 • Published May 28 • 145

MMSkills: Towards Multimodal Skills for General Visual Agents

Paper • 2605.13527 • Published May 14 • 123

upvoted 5 papers 6 months ago

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

Paper • 2605.04036 • Published May 5 • 71

ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Paper • 2605.03042 • Published May 4 • 156

Seedance 2.0: Advancing Video Generation for World Complexity

Paper • 2604.14148 • Published Apr 15 • 173

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

Paper • 2604.09574 • Published Feb 24 • 31

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

Paper • 2604.13016 • Published Apr 14 • 116

upvoted an article 6 months ago

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Article

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

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georgefen

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Jan 1

• 19

upvoted a paper 6 months ago

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

Paper • 2604.06628 • Published Apr 8 • 130