Xuyang Hu

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upvoted a paper 1 day ago

EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

Paper • 2607.02440 • Published 3 days ago • 41

upvoted a paper 22 days ago

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

Paper • 2606.13473 • Published 24 days ago • 92

upvoted a paper 23 days ago

ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics

Paper • 2606.10479 • Published 26 days ago • 19

upvoted a paper 27 days ago

SceneCode: Executable World Programs for Editable Indoor Scenes with Articulated Objects

Paper • 2605.19587 • Published May 19 • 10

upvoted a paper about 1 month ago

π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows

Paper • 2605.14678 • Published May 19 • 108

upvoted 2 papers about 2 months ago

Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling

Paper • 2605.13301 • Published May 13 • 165

Teaching Thinking Models to Reason with Tools: A Full-Pipeline Recipe for Tool-Integrated Reasoning

Paper • 2605.06326 • Published May 7 • 26

upvoted a paper 2 months ago

TEMPO: Scaling Test-time Training for Large Reasoning Models

Paper • 2604.19295 • Published Apr 21 • 35

upvoted a paper 3 months ago

GEMS: Agent-Native Multimodal Generation with Memory and Skills

Paper • 2603.28088 • Published Mar 30 • 87

upvoted a paper 4 months ago

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published Mar 15 • 431

upvoted an article 4 months ago

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Article

Your MoE Model Does Not Have to Select Fixed Number of Experts

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Spico

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Feb 26

• 8

upvoted 6 papers 5 months ago

Think Longer to Explore Deeper: Learn to Explore In-Context via Length-Incentivized Reinforcement Learning

Paper • 2602.11748 • Published Feb 12 • 38

P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads

Paper • 2602.09443 • Published Feb 10 • 59

From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration

Paper • 2503.12821 • Published Mar 17, 2025 • 10

PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models

Paper • 2501.03124 • Published Jan 6, 2025 • 14

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

Paper • 2601.18631 • Published Jan 26 • 48

Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey

Paper • 2601.11655 • Published Jan 15 • 63

upvoted a paper 6 months ago

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published Dec 30, 2025 • 52

upvoted a paper 7 months ago

Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning

Paper • 2511.20549 • Published Nov 25, 2025 • 27

upvoted a paper 8 months ago

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published Nov 17, 2025 • 135