| 2026 | ACL | AHA: Aligning Large Audio-Language Models for Reasoning Hallucinations via Counterfactual Hard Negatives. | Yanxi Chen, Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Xin Li, Peijie Qiu, Hao Wang, Xuanzhao Dong, Yujian Xiong, Anderson Schneider, Yuriy Nevmyvaka, Yalin Wang |
| 2026 | ACL | DRA-GRPO: Your GRPO Needs to Know Diverse Reasoning Paths for Mathematical Reasoning. | Xiwen Chen, Wenhui Zhu, Peijie Qiu, Xuanzhao Dong, Hao Wang, Haiyu Wu, Huayu Li, Aris Sotiras, Yalin Wang, Abolfazl Razi |
| 2026 | WACV | Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation. | Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Haiyu Wu, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi |
| 2026 | WACV | Bridging Restoration and Diagnosis: A Comprehensive Benchmark for Retinal Fundus Enhancement. | Xuanzhao Dong, Wenhui Zhu, Xiwen Chen, Hao Wang, Xin Li, Yujian Xiong, Jiajun Cheng, Zhipeng Wang, Shao Tang, Oana M. Dumitrascu, Yalin Wang |
| 2026 | WACV | VAOT: Vessel-Aware Optimal Transport for Retinal Fundus Enhancement. | Xuanzhao Dong, Wenhui Zhu, Yujian Xiong, Xiwen Chen, Hao Wang, Xin Li, Jiajun Cheng, Zhipeng Wang, Shao Tang, Oana M. Dumitrascu, Yalin Wang |
| 2026 | WACV | nnMobileNet++: Towards Efficient Hybrid Networks for Retinal Image Analysis. | Xin Li, Wenhui Zhu, Xuanzhao Dong, Hao Wang, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang |
| 2026 | WACV | EzBlender: Efficient 3D Editing with Plan-and-ReAct Agent. | Hao Wang, Wenhui Zhu, Shao Tang, Zhipeng Wang, Xuanzhao Dong, Xin Li, Xiwen Chen, Ashish Bastola, Xinhao Huang, Yalin Wang, Abolfazl Razi |
| 2026 | WACV | SGW-GAN: Sliced Gromov-Wasserstein Guided GANs for Retinal Fundus Image Enhancement. | Yujian Xiong, Xuanzhao Dong, Wenhui Zhu, Xin Li, Oana M. Dumitrascu, Yalin Wang |
| 2026 | WACV | EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models. | Wenhui Zhu, Xiwen Chen, Zhipeng Wang, Shao Tang, Sayan Ghosh, Xuanzhao Dong, Rajat Koner, Yalin Wang |
| 2026 | WACV | What Matters in Reinforcement Learning Based Training for Medical Vision Language Model: an Empirical Study. | Wenhui Zhu, Xuanzhao Dong, Xin Li, Peijie Qiu, Xiwen Chen, Walker Northrup, Abolfazl Razi, Aris Sotiras, Yi Su, Zhipeng Wang, Shao Tang, Yalin Wang |
| 2025 | AAAI | Sequence Complementor: Complementing Transformers for Time Series Forecasting with Learnable Sequences. | Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi |
| 2025 | AAAI | Multimodal Variational Autoencoder: A Barycentric View. | Peijie Qiu, Wenhui Zhu, Sayantan Kumar, Xiwen Chen, Jin Yang, Xiaotong Sun, Abolfazl Razi, Yalin Wang, Aristeidis Sotiras |
| 2025 | ICCV | Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis. | Xiwen Chen, Peijie Qiu, Wenhui Zhu, Hao Wang, Huayu Li, Xuanzhao Dong, Xiaotong Sun, Xiaobing Yu, Yalin Wang, Abolfazl Razi, Aristeidis Sotiras |
| 2025 | ICCV | Flexi-FSCIL: Adaptive Knowledge Retention for Breaking the Stability-Plasticity Dilemma in Few-Shot Class-Incremental Learning. | Wufei Xie, Yalin Wang, Chenliang Liu, Zhaohui Jiang, Xue Yang |
| 2025 | ICML | FIC-TSC: Learning Time Series Classification with Fisher Information Constraint. | Xiwen Chen, Wenhui Zhu, Peijie Qiu, Hao Wang, Huayu Li, Zihan Li, Yalin Wang, Aristeidis Sotiras, Abolfazl Razi |
| 2025 | ICML | How Effective Can Dropout Be in Multiple Instance Learning ? | Wenhui Zhu, Peijie Qiu, Xiwen Chen, Zhangsihao Yang, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang |
| 2025 | WACV | CUNSB-RFIE: Context-Aware Unpaired Neural Schrdinger Bridge in Retinal Fundus Image Enhancement. | Xuanzhao Dong, Vamsi Krishna Vasa, Wenhui Zhu, Peijie Qiu, Xiwen Chen, Yi Su, Yujian Xiong, Zhangsihao Yang, Yanxi Chen, Yalin Wang |
| 2025 | WACV | A Recipe for Geometry-Aware 3D Mesh Transformers. | Mohammad Farazi, Yalin Wang |
| 2025 | WACV | Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement. | Vamsi Krishna Vasa, Peijie Qiu, Wenhui Zhu, Yujian Xiong, Oana M. Dumitrascu, Yalin Wang |
| 2024 | CVPR | OmniMotionGPT: Animal Motion Generation with Limited Data. | Zhangsihao Yang, Mingyuan Zhou, Mengyi Shan, Bingbing Wen, Ziwei Xuan, Mitch Hill, Junjie Bai, Guo-Jun Qi, Yalin Wang |
| 2024 | CVPR | nnMobileNet: Rethinking CNN for Retinopathy Research. | Wenhui Zhu, Peijie Qiu, Xiwen Chen, Xin Li, Natasha Lepor, Oana M. Dumitrascu, Yalin Wang |
| 2024 | ECCV | DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification. | Wenhui Zhu, Xiwen Chen, Peijie Qiu, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang |
| 2024 | ICML | TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning. | Xiwen Chen, Peijie Qiu, Wenhui Zhu, Huayu Li, Hao Wang, Aristeidis Sotiras, Yalin Wang, Abolfazl Razi |
| 2024 | ISPA | An Energy Prediction Algorithm for Energy Harvesting Wireless Sensors based on Energy Fluctuation Threshold. | Yalin Wang, Zhenbo Yuan, Yongqi Ge, Shuhua Yuan, Xin Chen, Rui Liu, Jintao Gao |
| 2024 | MICCAI | DME-MobileNet: Fine-Tuning nnMobileNet for Diabetic Macular Edema Classification. | Xuanzhao Dong, Yalin Wang, Yanxi Chen, Xin Li, Hao Wang, Peijie Qiu, Xiwen Chen, Abolfazl Razi, Yujian Xiong, Oana M. Dumitrascu, Wenhui Zhu |
| 2024 | MICCAI | Many-MobileNet: Multi-model Augmentation for Robust Retinal Disease Classification. | Hao Wang, Wenhui Zhu, Xuanzhao Dong, Yanxi Chen, Xin Li, Peijie Qiu, Xiwen Chen, Vamsi Krishna Vasa, Yujian Xiong, Oana M. Dumitrascu, Abolfazl Razi, Yalin Wang |
| 2024 | MICCAI | SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation. | Wenhui Zhu, Xiwen Chen, Peijie Qiu, Mohammad Farazi, Aristeidis Sotiras, Abolfazl Razi, Yalin Wang |
| 2024 | WACV | MGM-AE: Self-Supervised Learning on 3D Shape Using Mesh Graph Masked Autoencoders. | Zhangsihao Yang, Kaize Ding, Huan Liu, Yalin Wang |
| 2023 | IECON | Promoting Decision-Making in Industrial Flotation Process by Collaborating Multiple Flotation Cells. | Chenliang Liu, Yalin Wang, Yijing Fang, Kai Wang |
| 2023 | MICCAI | Prediction of Spherical Equivalent with Vanilla ResNet. | Huayu Li, Wenhui Zhu, Xiwen Chen, Yalin Wang |
| 2023 | MICCAI | Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data. | Kai Ye, Haoteng Tang, Siyuan Dai, Lei Guo, Johnny Yuehan Liu, Yalin Wang, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan |
| 2023 | MICCAI | Beyond MobileNet: An Improved MobileNet for Retinal Diseases. | Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Lepor, Oana M. Dumitrascu, Yalin Wang |
| 2023 | WACV | Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape Correspondence. | Mohammad Farazi, Wenhui Zhu, Zhangsihao Yang, Yalin Wang |
| 2022 | CoDIT | A multi-source transfer learning method for new mode monitoring in industrial processes. | Kai Wang, Wenxuan Zhou, Chenliang Liu, Xiaofeng Yuan, Yalin Wang |
| 2022 | WACV | Geometry-Aware Hierarchical Bayesian Learning on Manifolds. | Yonghui Fan, Yalin Wang |
| 2021 | ICCV | Cortical Surface Shape Analysis Based on Alexandrov Polyhedra. | Min Zhang, Yang Guo, Na Lei, Zhou Zhao, Jianfeng Wu, Xiaoyin Xu, Yalin Wang, Xianfeng Gu |
| 2021 | IWCMC | The Impact of E-commerce Development on Chinese Residents' Income in the Internet Age. | Zi Wang, Yalin Wang |
| 2021 | IWCMC | Discussion on the Impact of Stock Index Futures on the Development of Quantum Communication Industry and Investment Opportunities. | Yalin Wang, Zi Wang |
| 2021 | MICCAI | Topological Receptive Field Model for Human Retinotopic Mapping. | Yanshuai Tu, Duyan Ta, Zhonglin Lu, Yalin Wang |
| 2020 | AAAI | Regularized Wasserstein Means for Aligning Distributional Data. | Liang Mi, Wen Zhang, Yalin Wang |
| 2020 | MICCAI | Convolutional Bayesian Models for Anatomical Landmarking on Multi-dimensional Shapes. | Yonghui Fan, Yalin Wang |
| 2020 | MICCAI | Optimizing Visual Cortex Parameterization with Error-Tolerant Teichmller Map in Retinotopic Mapping. | Yanshuai Tu, Duyan Ta, Zhonglin Lu, Yalin Wang |
| 2020 | MICCAI | Deep Representation Learning for Multimodal Brain Networks. | Wen Zhang, Liang Zhan, Paul M. Thompson, Yalin Wang |
| 2020 | WACV | Regularize, Expand and Compress: NonExpansive Continual Learning. | Jie Zhang, Junting Zhang, Shalini Ghosh, Dawei Li, Jingwen Zhu, Heming Zhang, Yalin Wang |
| 2019 | IJCAI | Multi-task Dictionary Learning Based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer's Disease. | Qunxi Dong, Jie Zhang, Qingyang Li, Paul M. Thompson, Richard J. Caselli, Jieping Ye, Yalin Wang |
| 2019 | MICCAI | Surface Foliation Based Brain Morphometry Analysis. | Chengfeng Wen, Na Lei, Ming Ma, Xin Qi, Wen Zhang, Yalin Wang, Xianfeng Gu |
| 2019 | MICCAI | Geometric Brain Surface Network for Brain Cortical Parcellation. | Wen Zhang, Yalin Wang |
| 2019 | MICCAI | Continually Modeling Alzheimer's Disease Progression via Deep Multi-order Preserving Weight Consolidation. | Jie Zhang, Yalin Wang |
| 2018 | ECCV | Variational Wasserstein Clustering. | Liang Mi, Wen Zhang, Xianfeng Gu, Yalin Wang |
| 2018 | IGARSS | Drought Dynamics and Impacts on China Shrubladns Vegetation Activities. | Yalin Wang, Yi Ding, Yan Hu, Jing Chen, Wenwu Fan |
| 2018 | IJCAI | Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices. | Jie Zhang, Xiaolong Wang, Dawei Li, Yalin Wang |
| 2018 | IECON | Nonlinear VW-SAE Based Deep Learning for Quality-Related Feature Learning and Soft Sensor Modeling. | Xiaofeng Yuan, Chen Ou, Yalin Wang, Chunhua Yang |
| 2018 | MICCAI | A Tetrahedron-Based Heat Flux Signature for Cortical Thickness Morphometry Analysis. | Yonghui Fan, Gang Wang, Natasha Lepor, Yalin Wang |
| 2018 | MICCAI | Multimodal Fusion of Brain Networks with Longitudinal Couplings. | Wen Zhang, Kai Shu, Suhang Wang, Huan Liu, Yalin Wang |
| 2017 | ICCV | An Optimal Transportation Based Univariate Neuroimaging Index. | Liang Mi, Wen Zhang, Junwei Zhang, Yonghui Fan, Dhruman Goradia, Kewei Chen, Eric M. Reiman, Xianfeng Gu, Yalin Wang |
| 2017 | ICCV | Intrinsic 3D Dynamic Surface Tracking based on Dynamic Ricci Flow and Teichmller Map. | Xiaokang Yu, Na Lei, Yalin Wang, Xianfeng Gu |
| 2017 | ICONIP | Power Consumption Prediction for Dynamic Adjustment in Hydrocracking Process Based on State Transition Algorithm and Support Vector Machine. | Xiaofang Chen, Ying-Can Qian, Yalin Wang |
| 2016 | CVPR | Shape Analysis with Hyperbolic Wasserstein Distance. | Jie Shi, Wen Zhang, Yalin Wang |
| 2016 | ICONIP | Online Learning Neural Network for Adaptively Weighted Hybrid Modeling. | Shao-Ming Yang, Yalin Wang, Yong-fei Xue, Bei Sun, Bu-song Yang |
| 2016 | MICCAI | Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer's Disease in Mild Cognitive Impairment. | Jie Zhang, Jie Shi, Cynthia M. Stonnington, Qingyang Li, Boris A. Gutman, Kewei Chen, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang |
| 2016 | MICCAI | Large-Scale Collaborative Imaging Genetics Studies of Risk Genetic Factors for Alzheimer's Disease Across Multiple Institutions. | Qingyang Li, Tao Yang, Liang Zhan, Derrek P. Hibar, Neda Jahanshad, Yalin Wang, Jieping Ye, Paul M. Thompson, Jie Wang |
| 2015 | MICCAI | Multi-scale Heat Kernel Based Volumetric Morphology Signature. | Gang Wang, Yalin Wang |
| 2013 | CVPR | Hyperbolic Harmonic Mapping for Constrained Brain Surface Registration. | Rui Shi, Wei Zeng, Zhengyu Su, Hanna Damasio, Zhonglin Lu, Yalin Wang, Shing-Tung Yau, Xianfeng Gu |
| 2013 | CVPR | Area Preserving Brain Mapping. | Zhengyu Su, Wei Zeng, Rui Shi, Yalin Wang, Jian Sun, Xianfeng Gu |
| 2013 | KDD | Multi-source learning with block-wise missing data for Alzheimer's disease prediction. | Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye |
| 2013 | MICCAI | Statistical Analysis of Relative Pose of the Thalamus in Preterm Neonates. | Yi Lao, Jie Shi, Yalin Wang, Rafael Ceschin, Darryl Hwang, Marvin D. Nelson, Ashok Panigrahy, Natasha Lepor |
| 2013 | MICCAI | A Heat Kernel Based Cortical Thickness Estimation Algorithm. | Gang Wang, Xiaofeng Zhang, Qingtang Su, Jiannong Chen, Lili Wang, Yunyan Ma, Qiming Liu, Liang Xu, Jie Shi, Yalin Wang |
| 2012 | KDD | Multi-source learning for joint analysis of incomplete multi-modality neuroimaging data. | Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye |
| 2012 | MICCAI | Modeling Dynamic Cellular Morphology in Images. | Xing An, Zhiwen Liu, Yonggang Shi, Ning Li, Yalin Wang, Shantanu H. Joshi |
| 2012 | MICCAI | Hyperbolic Ricci Flow and Its Application in Studying Lateral Ventricle Morphometry. | Jie Shi, Paul M. Thompson, Yalin Wang |
| 2011 | MICCAI | Human Brain Mapping with Conformal Geometry and Multivariate Tensor-Based Morphometry. | Jie Shi, Paul M. Thompson, Yalin Wang |
| 2009 | CVPR | Shape analysis with conformal invariants for multiply connected domains and its application to analyzing brain morphology. | Yalin Wang, Xianfeng Gu, Tony F. Chan, Paul M. Thompson |
| 2009 | ICCV | Shape analysis with multivariate tensor-based morphometry and holomorphic differentials. | Yalin Wang, Tony F. Chan, Arthur W. Toga, Paul M. Thompson |
| 2009 | ICCV | Studying brain morphometry using conformal equivalence class. | Yalin Wang, Wei Dai, Yi-Yu Chou, Xianfeng Gu, Tony F. Chan, Arthur W. Toga, Paul M. Thompson |
| 2009 | ISVC | Wavelet-Based Representation of Biological Shapes. | Bin Dong, Yu Mao, Ivo D. Dinov, Zhuowen Tu, Yonggang Shi, Yalin Wang, Arthur W. Toga |
| 2009 | MICCAI | Multivariate Tensor-Based Brain Anatomical Surface Morphometry via Holomorphic One-Forms. | Yalin Wang, Tony F. Chan, Arthur W. Toga, Paul M. Thompson |
| 2009 | MICCAI | Teichmller Shape Space Theory and Its Application to Brain Morphometry. | Yalin Wang, Wei Dai, Xianfeng Gu, Tony F. Chan, Shing-Tung Yau, Arthur W. Toga, Paul M. Thompson |
| 2008 | MICCAI | Optimized Conformal Parameterization of Cortical Surfaces Using Shape Based Matching of Landmark Curves. | Lok Ming Lui, Sheshadri R. Thiruvenkadam, Yalin Wang, Tony F. Chan, Paul M. Thompson |
| 2008 | MICCAI | Conformal Slit Mapping and Its Applications to Brain Surface Parameterization. | Yalin Wang, Xianfeng Gu, Tony F. Chan, Paul M. Thompson, Shing-Tung Yau |
| 2006 | CVPR | Automatic Landmark Tracking and its Application to the Optimization of Brain Conformal Mapping. | Lok Ming Lui, Yalin Wang, Tony F. Chan, Paul M. Thompson |
| 2006 | ICPR | Hippocampal Surface Analysis Using Spherical Harmonic Function Applied to Surface Conformal Mapping. | Boris Gutman, Yalin Wang, Lok Ming Lui, Tony F. Chan, Paul M. Thompson |
| 2006 | MICCAI | A Landmark-Based Brain Conformal Parametrization with Automatic Landmark Tracking Technique. | Lok Ming Lui, Yalin Wang, Tony F. Chan, Paul M. Thompson |
| 2006 | MICCAI | Brain Surface Conformal Parameterization with Algebraic Functions. | Yalin Wang, Xianfeng Gu, Tony F. Chan, Paul M. Thompson, Shing-Tung Yau |
| 2005 | ICCV | Mutual Information-Based 3D Surface Matching with Applications to Face Recognition and Brain Mapping. | Yalin Wang, Ming-Chang Chiang, Paul M. Thompson |
| 2005 | ICCV | Surface Parameterization Using Riemann Surface Structure. | Yalin Wang, Xianfeng Gu, Kiralee M. Hayashi, Tony F. Chan, Paul M. Thompson, Shing-Tung Yau |
| 2005 | MICCAI | Automated Surface Matching Using Mutual Information Applied to Riemann Surface Structures. | Yalin Wang, Ming-Chang Chiang, Paul M. Thompson |
| 2005 | MICCAI | Brain Surface Parameterization Using Riemann Surface Structure. | Yalin Wang, Xianfeng Gu, Kiralee M. Hayashi, Tony F. Chan, Paul M. Thompson, Shing-Tung Yau |
| 2005 | MICCAI | Optimization of Brain Conformal Mapping with Landmarks. | Yalin Wang, Lok Ming Lui, Tony F. Chan, Paul M. Thompson |
| 2004 | ICCCN | Dynamic Key Management for Secure Routing In LCMRMG. | Wuxu Peng, Yalin Wang, Kia Makki |
| 2002 | DAS | Detecting Tables in HTML Documents. | Yalin Wang, Jianying Hu |
| 2002 | DAS | A Study on the Document Zone Content Classification Problem. | Yalin Wang, Ihsin T. Phillips, Robert M. Haralick |
| 2002 | DAS | Table Detection via Probability Optimization. | Yalin Wang, Ihsin T. Phillips, Robert M. Haralick |
| 2002 | ICPR | A Method for Document Zone Content Classification. | Yalin Wang, Ihsin T. Phillips, Robert M. Haralick |
| 2002 | WWW | A machine learning based approach for table detection on the web. | Yalin Wang, Jianying Hu |
| 2001 | ICDAR | Automatic Table Ground Truth Generation and a Background-Analysis-Based Table Structure Extraction Method. | Yalin Wang, Robert M. Haralick, Ihsin T. Phillips |
| 2001 | ICDAR | Zone Content Classification and its Performance Evaluation. | Yalin Wang, Robert M. Haralick, Ihsin T. Phillips |
| 2000 | ICPR | Algorithm Performance Contest. | Selim Aksoy, Ming Ye, Michael L. Schauf, Mingzhou Song, Yalin Wang, Robert M. Haralick, Jim R. Parker, Juraj Pivovarov, Dominik Royko, Changming Sun, Gunnar Farnebck |
| 2000 | ICPR | Statistical-Based Approach to Word Segmentation. | Yalin Wang, Robert M. Haralick, Ihsin T. Phillips |