Siyuan Huang

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upvoted a paper 23 days ago

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published 28 days ago • 50

upvoted a paper about 2 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 • 26

upvoted 2 papers 2 months ago

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

Paper • 2511.13704 • Published Nov 17, 2025 • 43

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published Nov 17, 2025 • 134

upvoted 2 papers 3 months ago

VideoSSR: Video Self-Supervised Reinforcement Learning

Paper • 2511.06281 • Published Nov 9, 2025 • 25

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

Paper • 2510.27492 • Published Oct 30, 2025 • 85

upvoted 2 collections 3 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 3 papers 4 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

Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration

Paper • 2509.14760 • Published Sep 18, 2025 • 53

upvoted a paper 5 months ago

Speed Always Wins: A Survey on Efficient Architectures for Large Language Models

Paper • 2508.09834 • Published Aug 13, 2025 • 53