Frank Li

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upvoted a paper 2 days ago

On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models

Paper • 2512.07783 • Published 6 days ago • 31

upvoted a paper 8 days ago

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

Paper • 2512.04324 • Published 10 days ago • 147

upvoted 4 papers 11 days ago

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published 12 days ago • 208

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

Paper • 2511.20785 • Published 19 days ago • 150

Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights

Paper • 2512.01816 • Published 13 days ago • 88

Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published 13 days ago • 89

upvoted 3 papers 22 days ago

Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance

Paper • 2511.13254 • Published 27 days ago • 134

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published 27 days ago • 132

MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Paper • 2511.11793 • Published 30 days ago • 161

upvoted 11 papers about 1 month ago

Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds

Paper • 2511.08892 • Published Nov 12 • 195

DRIVE: Data Curation Best Practices for Reinforcement Learning with Verifiable Reward in Competitive Code Generation

Paper • 2511.06307 • Published Nov 9 • 50

Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B

Paper • 2511.06221 • Published Nov 9 • 130

Grounding Computer Use Agents on Human Demonstrations

Paper • 2511.07332 • Published Nov 10 • 104

The Path Not Taken: RLVR Provably Learns Off the Principals

Paper • 2511.08567 • Published Nov 11 • 32

IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction

Paper • 2511.07327 • Published Nov 10 • 75

Too Good to be Bad: On the Failure of LLMs to Role-Play Villains

Paper • 2511.04962 • Published Nov 7 • 52

DeepEyesV2: Toward Agentic Multimodal Model

Paper • 2511.05271 • Published Nov 7 • 42

Visual Spatial Tuning

Paper • 2511.05491 • Published Nov 7 • 49

Scaling Agent Learning via Experience Synthesis

Paper • 2511.03773 • Published Nov 5 • 80

V-Thinker: Interactive Thinking with Images

Paper • 2511.04460 • Published Nov 6 • 96