Joakim Lee

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upvoted 10 papers about 10 hours ago

FP8-RL: A Practical and Stable Low-Precision Stack for LLM Reinforcement Learning

Paper • 2601.18150 • Published 4 days ago • 4

Training Reasoning Models on Saturated Problems via Failure-Prefix Conditioning

Paper • 2601.20829 • Published 2 days ago • 4

Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning

Paper • 2601.19280 • Published 3 days ago • 7

OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution

Paper • 2601.20380 • Published 2 days ago • 7

SERA: Soft-Verified Efficient Repository Agents

Paper • 2601.20789 • Published 2 days ago • 7

Reinforcement Learning via Self-Distillation

Paper • 2601.20802 • Published 2 days ago • 19

Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning

Paper • 2601.20209 • Published 3 days ago • 18

Innovator-VL: A Multimodal Large Language Model for Scientific Discovery

Paper • 2601.19325 • Published 3 days ago • 67

Advancing Open-source World Models

Paper • 2601.20540 • Published 2 days ago • 85

Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation

Paper • 2601.20614 • Published 2 days ago • 109

upvoted 10 papers 1 day ago

Benchmarks Saturate When The Model Gets Smarter Than The Judge

Paper • 2601.19532 • Published 3 days ago • 2

HyperAlign: Hypernetwork for Efficient Test-Time Alignment of Diffusion Models

Paper • 2601.15968 • Published 8 days ago • 5

Self-Distillation Enables Continual Learning

Paper • 2601.19897 • Published 3 days ago • 16

Towards Pixel-Level VLM Perception via Simple Points Prediction

Paper • 2601.19228 • Published 3 days ago • 14

Post-LayerNorm Is Back: Stable, ExpressivE, and Deep

Paper • 2601.19895 • Published 3 days ago • 18

Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models

Paper • 2601.19834 • Published 3 days ago • 24

Youtu-VL: Unleashing Visual Potential via Unified Vision-Language Supervision

Paper • 2601.19798 • Published 3 days ago • 38

A Pragmatic VLA Foundation Model

Paper • 2601.18692 • Published 4 days ago • 41

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

Paper • 2601.18631 • Published 4 days ago • 46

Yunjue Agent Tech Report: A Fully Reproducible, Zero-Start In-Situ Self-Evolving Agent System for Open-Ended Tasks

Paper • 2601.18226 • Published 4 days ago • 5