Chenyu You

CoMA: Compositional Human Motion Generation with Multi-modal Agents AAAI 2026 HorizonForge: Driving Scene Editing with Any Trajectories and Any Vehicles CVPR 2026 REVEAL: Multimodal Vision–Language Alignment of Retinal Morphometry and Clinical Risks for Incident AD and Dementia Prediction MIDL 2026 Towards Robust, Reliable, and Generalized Medical AI AAAI 2026 Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation ICML 2025 DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025 OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal Transport MICCAI 2025 Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering ICCV 2025 UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers NAACL 2025 Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs ACL 2025 AFTer-SAM: Adapting SAM With Axial Fusion Transformer for Medical Imaging Segmentation WACV 2024 Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations CVPR 2024 Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration MICCAI 2024 Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane WACV 2024 Multi-Relational Structural Entropy UAI 2024 Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects ICLR 2024 Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset NeurIPS 2023 Diffeomorphic Image Registration With Neural Velocity Field WACV 2023 Large Language Models Are Partially Primed in Pronoun Interpretation ACL 2023 Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels ACL 2023 Representation Recovering for Self-Supervised Pre-Training on Medical Images WACV 2023 Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective NeurIPS 2023 Class-Aware Adversarial Transformers for Medical Image Segmentation NeurIPS 2022 End-to-end Spoken Conversational Question Answering: Task, Dataset and Model NAACL 2022 KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022 MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution WACV 2022 Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions NeurIPS 2022 Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation NeurIPS 2021 Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering Interspeech 2021 MRD-Net: Multi-Modal Residual Knowledge Distillation for Spoken Question Answering IJCAI 2021 Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering EMNLP 2021 Self-Supervised Dialogue Learning for Spoken Conversational Question Answering Interspeech 2021 Semantic Transportation Prototypical Network for Few-Shot Intent Detection Interspeech 2021 Undistillable: Making A Nasty Teacher That CANNOT teach students ICLR 2021