Siyuan Huang

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upvoted a paper 4 days ago

GD^2PO: Mitigating Multi-Reward Conflicts via Group-Dynamic reward-Decoupled Policy Optimization

Paper • 2606.16771 • Published 6 days ago • 11

upvoted a paper 8 days ago

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

Paper • 2606.13473 • Published 10 days ago • 89

upvoted 3 papers 12 days ago

Skill-RM: Unifying Heterogeneous Evaluation Criteria via Agent Skill

Paper • 2606.03980 • Published 19 days ago • 13

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

Paper • 2605.19587 • Published May 19 • 10

SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents

Paper • 2606.05761 • Published 17 days ago • 19

upvoted a paper about 1 month ago

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

Paper • 2605.13301 • Published May 13 • 163

upvoted a paper about 2 months ago

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs

Paper • 2605.00814 • Published May 1 • 21

upvoted 2 papers 3 months ago

GEMS: Agent-Native Multimodal Generation with Memory and Skills

Paper • 2603.28088 • Published Mar 30 • 86

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published Mar 15 • 430

upvoted a paper 5 months ago

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

Paper • 2601.18631 • Published Jan 26 • 48

upvoted a paper 6 months ago

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published Dec 30, 2025 • 52

upvoted 4 papers 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

TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models

Paper • 2511.13704 • Published Nov 17, 2025 • 44

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published Nov 17, 2025 • 135

VideoSSR: Video Self-Supervised Reinforcement Learning

Paper • 2511.06281 • Published Nov 9, 2025 • 25

upvoted a paper 8 months ago

ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning

Paper • 2510.27492 • Published Oct 30, 2025 • 88

upvoted 2 collections 8 months ago

VPPO Data

Collection

Official training and evaluation datasets for the VPPO project. • 4 items • Updated Oct 13, 2025 • 3

VPPO Model

Collection

SOTA models for multimodal reasoning, fine-tuned with VPPO. Achieves superior performance by focusing on critical visual tokens. • 4 items • Updated Nov 7, 2025 • 4

upvoted 2 papers 8 months ago

Spotlight on Token Perception for Multimodal Reinforcement Learning

Paper • 2510.09285 • Published Oct 10, 2025 • 37

Native Hybrid Attention for Efficient Sequence Modeling

Paper • 2510.07019 • Published Oct 8, 2025 • 17