Chunhua Shen

$\pi^3$: Permutation-Equivariant Visual Geometry Learning

TINKER: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization

Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models

Uniform Discrete Diffusion with Metric Path for Video Generation

NoTVLA: Narrowing of Dense Action Trajectories for Generalizable Robot Manipulation

OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling

Evolutionary Profiles for Protein Fitness Prediction

WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool

ACTIVE-o3 : Empowering MLLMs with Active Perception via Pure Reinforcement Learning

Probabilistic Modeling of Multi-rater Medical Image Segmentation for Diversity and Personalization

scPPDM: A Diffusion Model for Single-Cell Drug–Response Prediction

CARVE: Dissecting Core Components for Accurate and Resolution-Enhanced Visual Geometry Estimation

From Silence to Sound: Towards Audio-Visual Subject Customization

Beyond Identity: High-Fidelity Face Swapping by Preserving Source Video Attributes

Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration

MMCR: Advancing Visual Language Model in Multimodal Multi-Turn Contextual Reasoning

Improving Diffusion Language Model Reasoning through Joint Search in Generation Order and Token Space

DMark: Order-Agnostic Watermarking for Diffusion Large Language Models

HieraTok: Multi-Scale Visual Tokenizer Improves Image Reconstruction and Generation

StaMo: Unsupervised Learning of Generalizable Robot Motion from Compact State Representation

Bridge Thinking and Acting: Unleashing Physical Potential of VLM with Generalizable Action Expert

GUI-Shepherd: Reliable Process Reward and Verification for Long-Sequence GUI Tasks

EllipWeather: Gaussian Ellipsoid Representation for Weather Modeling

DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks

Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions

PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training

MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences

Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration

Depth Any Video with Scalable Synthetic Data

Framer: Interactive Frame Interpolation

Physics Aware Neural Networks for Unsupervised Binding Energy Prediction

What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?

Revisiting Convolution Architecture in the Realm of DNA Foundation Models

Recombination Flow Matching Model for Protein Evolution

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection

Benchmarking and Analyzing Monocular Geometry Estimation Models

Bridging the Gap between Semantic Correspondence and Robust Visual Representation

MoDiff: a Protein Diffusion Model for Multi-motif Scaffolding Problem

EVO-RDesign: Leveraging Evolutionary Priors for Structure-Based RNA Design