| 2026 | AAAI | CoMA: Compositional Human Motion Generation with Multi-modal Agents. | Shanlin Sun, Jiaqi Xu, Gabriel de Araujo, Shenghan Zhou, Hanwen Zhang, Ziheng Huang, Chenyu You, Xiaohui Xie |
| 2026 | AAAI | Towards Robust, Reliable, and Generalized Medical AI. | Chenyu You |
| 2026 | ICDE | SaCal: An Efficient Saliency-Guided Causal Framework for Interpretable Healthcare Analytics. | Feixuan Lin, Chenyu You, Zhongle Xie, Zhaojing Luo, Meihui Zhang |
| 2025 | ACL | Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs. | Xiang Zhang, Juntai Cao, Chenyu You, Dujian Ding |
| 2025 | AIME | Causal Brain Connectivity: Integrating Granger Directed Graphs in fMRI Analysis. | Tianyi Zhang, Keqi Han, Jiawei Nie, Chenyu You, Sanne J. H. van Rooij, Jennifer S. Stevens, Boadie Dunlop, Charles Gillespie, Carl Yang |
| 2025 | EMNLP | DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding. | Li Sun, Liu He, Shuyue Jia, Yangfan He, Chenyu You |
| 2025 | ICCV | Ouroboros: Single-Step Diffusion Models for Cycle-Consistent Forward and Inverse Rendering. | Shanlin Sun, Yifan Wang, Hanwen Zhang, Yifeng Xiong, Qin Ren, Ruogu Fang, Xiaohui Xie, Chenyu You |
| 2025 | ICML | Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation. | Tiansheng Wen, Yifei Wang, Zequn Zeng, Zhong Peng, Yudi Su, Xinyang Liu, Bo Chen, Hongwei Liu, Stefanie Jegelka, Chenyu You |
| 2025 | MICCAI | OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-Aware Optimal Transport. | Qin Ren, Yifan Wang, Ruogu Fang, Haibin Ling, Chenyu You |
| 2025 | NAACL | UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers. | Dehai Min, Zhiyang Xu, Guilin Qi, Lifu Huang, Chenyu You |
| 2024 | BMVC | Hybrid-CSR: Coupling Explicit and Implicit Reconstruction of Cortical Surface. | Shanlin Sun, Tung Le, Pooya Khosravi, Chenyu You, Kun Han, Haoyu Ma, Deying Kong, Xiangyi Yan, Xiaohui Xie |
| 2024 | CVPR | Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations. | Chenyu You, Yifei Min, Weicheng Dai, Jasjeet S. Sekhon, Lawrence H. Staib, James S. Duncan |
| 2024 | ICLR | Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects. | Chunming He, Kai Li, Yachao Zhang, Yulun Zhang, Chenyu You, Zhenhua Guo, Xiu Li, Martin Danelljan, Fisher Yu |
| 2024 | MICCAI | Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration. | Xiaoran Zhang, Daniel H. Pak, Shawn S. Ahn, Xiaoxiao Li, Chenyu You, Lawrence H. Staib, Albert J. Sinusas, Alexandra L. N. Wong, James S. Duncan |
| 2024 | WACV | Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane. | Kun Han, Shanlin Sun, Thanh-Tung Le, Xiangyi Yan, Haoyu Ma, Chenyu You, Xiaohui Xie |
| 2024 | WACV | AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation. | Xiangyi Yan, Shanlin Sun, Kun Han, Thanh-Tung Le, Haoyu Ma, Chenyu You, Xiaohui Xie |
| 2024 | UAI | Multi-Relational Structural Entropy. | Yuwei Cao, Hao Peng, Angsheng Li, Chenyu You, Zhifeng Hao, Philip S. Yu |
| 2023 | ACL | Large Language Models Are Partially Primed in Pronoun Interpretation. | Suet-Ying Lam, Qingcheng Zeng, Kexun Zhang, Chenyu You, Rob Voigt |
| 2023 | ACL | Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels. | Bang Yang, Fenglin Liu, Zheng Li, Qingyu Yin, Chenyu You, Bing Yin, Yuexian Zou |
| 2023 | CIKM | Attention Calibration for Transformer-based Sequential Recommendation. | Peilin Zhou, Qichen Ye, Yueqi Xie, Jingqi Gao, Shoujin Wang, Jae Boum Kim, Chenyu You, Sunghun Kim |
| 2023 | MICCAI | Cross-Attention for Improved Motion Correction in Brain PET. | Zhuotong Cai, Tianyi Zeng, Elonore V. Lieffrig, Jiazhen Zhang, Fuyao Chen, Takuya Toyonaga, Chenyu You, Jingmin Xin, Nanning Zheng, Yihuan Lu, James S. Duncan, John A. Onofrey |
| 2023 | MICCAI | MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation. | Kun Han, Yifeng Xiong, Chenyu You, Pooya Khosravi, Shanlin Sun, Xiangyi Yan, James S. Duncan, Xiaohui Xie |
| 2023 | MICCAI | Pre-trained Diffusion Models for Plug-and-Play Medical Image Enhancement. | Jun Ma, Yuanzhi Zhu, Chenyu You, Bo Wang |
| 2023 | MICCAI | Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation. | Xiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang, Shanlin Sun, Kun Han, Haoyu Ma, James S. Duncan, Xiaohui Xie |
| 2023 | MICCAI | Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts. | Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, James S. Duncan |
| 2023 | MICCAI | ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast. | Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, Jasjeet S. Sekhon, James S. Duncan |
| 2023 | MICCAI | Fast Reconstruction for Deep Learning PET Head Motion Correction. | Tianyi Zeng, Jiazhen Zhang, Elonore V. Lieffrig, Zhuotong Cai, Fuyao Chen, Chenyu You, Mika Naganawa, Yihuan Lu, John A. Onofrey |
| 2023 | RecSys | Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation. | Yuwei Cao, Liangwei Yang, Chen Wang, Zhiwei Liu, Hao Peng, Chenyu You, Philip S. Yu |
| 2023 | WACV | Diffeomorphic Image Registration with Neural Velocity Field. | Kun Han, Shanlin Sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie |
| 2023 | WACV | Representation Recovering for Self-Supervised Pre-training on Medical Images. | Xiangyi Yan, Junayed Naushad, Shanlin Sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie |
| 2022 | AAAI | KerGNNs: Interpretable Graph Neural Networks with Graph Kernels. | Aosong Feng, Chenyu You, Shiqiang Wang, Leandros Tassiulas |
| 2022 | KDD | Graph-in-Graph Network for Automatic Gene Ontology Description Generation. | Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Adelaide Woicik, Sheng Wang |
| 2022 | MICCAI | Multi-scale Super-Resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness. | Siyuan Dong, Gilbert Hangel, Wolfgang Bogner, Georg Widhalm, Karl Rssler, Siegfried Trattnig, Chenyu You, Robin A. de Graaf, John A. Onofrey, James S. Duncan |
| 2022 | MICCAI | Flow-Based Visual Quality Enhancer for Super-Resolution Magnetic Resonance Spectroscopic Imaging. | Siyuan Dong, Gilbert Hangel, Eric Z. Chen, Shanhui Sun, Wolfgang Bogner, Georg Widhalm, Chenyu You, John A. Onofrey, Robin A. de Graaf, James S. Duncan |
| 2022 | MICCAI | Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation. | Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John A. Onofrey, Lawrence H. Staib, James S. Duncan |
| 2022 | MICCAI | Momentum Contrastive Voxel-Wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation. | Chenyu You, Ruihan Zhao, Lawrence H. Staib, James S. Duncan |
| 2022 | NAACL | End-to-end Spoken Conversational Question Answering: Task, Dataset and Model. | Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou |
| 2022 | WACV | MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution. | Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan |
| 2021 | EMNLP | Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering. | Chenyu You, Nuo Chen, Yuexian Zou |
| 2021 | ICASSP | Adaptive Bi-Directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension. | Nuo Chen, Fenglin Liu, Chenyu You, Peilin Zhou, Yuexian Zou |
| 2021 | ICASSP | Knowledge Distillation for Improved Accuracy in Spoken Question Answering. | Chenyu You, Nuo Chen, Yuexian Zou |
| 2021 | ICLR | Undistillable: Making A Nasty Teacher That CANNOT teach students. | Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang |
| 2021 | IJCAI | MRD-Net: Multi-Modal Residual Knowledge Distillation for Spoken Question Answering. | Chenyu You, Nuo Chen, Yuexian Zou |
| 2021 | Interspeech | Self-Supervised Dialogue Learning for Spoken Conversational Question Answering. | Nuo Chen, Chenyu You, Yuexian Zou |
| 2021 | Interspeech | Semantic Transportation Prototypical Network for Few-Shot Intent Detection. | Weiyuan Xu, Peilin Zhou, Chenyu You, Yuexian Zou |
| 2021 | Interspeech | Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering. | Chenyu You, Nuo Chen, Yuexian Zou |
| 2020 | MICCAI | Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-domain Liver Segmentation. | Chenyu You, Junlin Yang, Julius Chapiro, James S. Duncan |
| 2016 | IRI | Identification of Power Line Outages Based on PMU Measurements and Sparse Overcomplete Representation. | Long Cheng, Chenyu You, Liguo Chen |