Yefeng Zheng

Riemannian High-Order Pooling for Brain Foundation Models

RegionReasoner: Region-Grounded Multi-Round Visual Reasoning

Beyond Single Models: Mitigating Multimodal Hallucinations via Adaptive Token Ensemble Decoding

MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models

HeliCon: Dual-Level Contrastive Alignment for Robust Medical VQA under Long-Tailed Distribution

MagicStain: High-Fidelity Pathology Image Virtual Staining via Guided Single-Step Diffusion

Attention Needs to Focus: A Unified Perspective on Attention Allocation

MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts

RAGCell: Retrieval-Augmented Generation as Supervision for Versatile Single-cell Analysis

D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images

The Curse of Depth in Large Language Models

Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens

Degradation-Aware Dynamic Schrödinger Bridge for Unpaired Image Restoration

Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization