Sihui Ji

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upvoted a paper about 1 month ago

Learning How the World Evolves: Extrapolative Video World Models via Latent Dynamics Reasoning

Paper • 2608.09926 • Published Aug 10 • 14

upvoted a paper 2 months ago

Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation

Paper • 2607.11886 • Published Jul 13 • 87

upvoted 2 papers 4 months ago

Self-Distilled Agentic Reinforcement Learning

Paper • 2605.15155 • Published May 14 • 118

AlphaGRPO: Unlocking Self-Reflective Multimodal Generation in UMMs via Decompositional Verifiable Reward

Paper • 2605.12495 • Published May 12 • 36

upvoted 2 papers 5 months ago

SOAR: Self-Correction for Optimal Alignment and Refinement in Diffusion Models

Paper • 2604.12617 • Published Apr 14 • 6

Strips as Tokens: Artist Mesh Generation with Native UV Segmentation

Paper • 2604.09132 • Published Apr 10 • 56

upvoted 2 papers 6 months ago

Manifold-Aware Exploration for Reinforcement Learning in Video Generation

Paper • 2603.21872 • Published Mar 23 • 34

FASTER: Rethinking Real-Time Flow VLAs

Paper • 2603.19199 • Published Mar 19 • 61

upvoted a paper 7 months ago

Utonia: Toward One Encoder for All Point Clouds

Paper • 2603.03283 • Published Mar 3 • 188

upvoted a paper 8 months ago

GARDO: Reinforcing Diffusion Models without Reward Hacking

Paper • 2512.24138 • Published Dec 30, 2025 • 30

upvoted 10 papers 9 months ago

Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone

Paper • 2512.22615 • Published Dec 27, 2025 • 51

Learning to Reason in 4D: Dynamic Spatial Understanding for Vision Language Models

Paper • 2512.20557 • Published Dec 23, 2025 • 52

SemanticGen: Video Generation in Semantic Space

Paper • 2512.20619 • Published Dec 23, 2025 • 95

Alchemist: Unlocking Efficiency in Text-to-Image Model Training via Meta-Gradient Data Selection

Paper • 2512.16905 • Published Dec 18, 2025 • 32

StereoPilot: Learning Unified and Efficient Stereo Conversion via Generative Priors

Paper • 2512.16915 • Published Dec 18, 2025 • 38

Kling-Omni Technical Report

Paper • 2512.16776 • Published Dec 18, 2025 • 173

MMGR: Multi-Modal Generative Reasoning

Paper • 2512.14691 • Published Dec 16, 2025 • 121

MemFlow: Flowing Adaptive Memory for Consistent and Efficient Long Video Narratives

Paper • 2512.14699 • Published Dec 16, 2025 • 29

LongVie 2: Multimodal Controllable Ultra-Long Video World Model

Paper • 2512.13604 • Published Dec 15, 2025 • 76

UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation

Paper • 2512.07831 • Published Dec 8, 2025 • 17