Longxu Dou

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upvoted a paper 26 days ago

FlowBalance: Verifier-Grounded Self-Improvement from On-Policy Reasoning Experience

Paper • 2609.03241 • Published Sep 3 • 54

upvoted a collection about 2 months ago

UI-Mate

Collection

Open-weight CUA models and office-centric CUA benchmark • 4 items • Updated 18 days ago • 21

upvoted 2 papers about 2 months ago

UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations

Paper • 2608.15930 • Published Aug 16 • 47

OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models

Paper • 2607.28609 • Published Jul 30 • 75

upvoted a paper 2 months ago

Stale but Stable: Staleness-Adaptive Trust Regions for Stabilizing Asynchronous Reinforcement Learning

Paper • 2607.18722 • Published Jul 21 • 36

upvoted a paper 3 months ago

Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable

Paper • 2607.13285 • Published Jul 14 • 126

upvoted 2 papers 7 months ago

On Data Engineering for Scaling LLM Terminal Capabilities

Paper • 2602.21193 • Published Feb 24 • 104

CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models

Paper • 2602.17684 • Published Feb 4 • 24

upvoted a paper 8 months ago

Rethinking the Trust Region in LLM Reinforcement Learning

Paper • 2602.04879 • Published Feb 4 • 38

upvoted a paper 11 months ago

LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition

Paper • 2307.13269 • Published Jul 25, 2023 • 34

upvoted a paper 12 months ago

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published Oct 1, 2025 • 92

upvoted 2 papers about 1 year ago

Variational Reasoning for Language Models

Paper • 2509.22637 • Published Sep 26, 2025 • 70

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published Sep 26, 2025 • 70

upvoted a collection about 1 year ago

cwm

Collection

Collection for Code World Model, an agentic coding model from FAIR. • 3 items • Updated Sep 24, 2025 • 20

upvoted 6 papers over 1 year ago

OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling

Paper • 2506.20512 • Published Jun 25, 2025 • 49

Reinforcing General Reasoning without Verifiers

Paper • 2505.21493 • Published May 27, 2025 • 27

Fostering Video Reasoning via Next-Event Prediction

Paper • 2505.22457 • Published May 28, 2025 • 29

Lifelong Safety Alignment for Language Models

Paper • 2505.20259 • Published May 26, 2025 • 24

Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Paper • 2505.13438 • Published May 19, 2025 • 36

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis

Paper • 2505.13227 • Published May 19, 2025 • 46