Xiaoyi Dong

Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models

STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence

Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing

Advancing Complex Video Object Segmentation via Progressive Concept Construction

SIM-CoT: Supervised Implicit Chain-of-Thought

ScaleCap: Scalable Image Captioning via Dual-Modality Debiasing

CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning

CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience

SPARK: Synergistic Policy And Reward Co-Evolving Framework

Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition

BoostStep: Boosting Mathematical Capability of Large Language Models via Step-aligned In Context Learning

VideoRoPE: What Makes for Good Video Rotary Position Embedding?

HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance

MotionClone: Training-Free Motion Cloning for Controllable Video Generation

MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models

SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation

RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition

Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate

SAM2Long: Enhancing SAM2 for Long Video Segmentation with a Training-Free Memory Tree

DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models

SongComposer: A Large Language Model for Lyric and Melody Composition in Song Generation

BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way

Bootstrap3D: Improving Multi-view Diffusion Model with Synthetic Data

PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction