| 2025 | MICCAI | Cross-Modal Graph Learning for Perivascular Spaces Segmentation. | Tao Chen, Dan Zhang, Xi Long, Marcel Breeuwer, Sveta Zinger, Peiyu Huang, Jiong Zhang |
| 2025 | MICCAI | CLIP-DSA: Textual Knowledge-Guided Cerebrovascular Diseases Recognition in Multi-view Digital Subtraction Angiography. | Qihang Xie, Dan Zhang, Mengting Liu, Jianwei Zhang, Ruisheng Su, Caifeng Shan, Jiong Zhang |
| 2024 | MICCAI | MPMNet: Modal Prior Mutual-Support Network for Age-Related Macular Degeneration Classification. | Yuanyuan Li, Huaying Hao, Dan Zhang, Huazhu Fu, Mengting Liu, Caifeng Shan, Yitian Zhao, Jiong Zhang |
| 2024 | MICCAI | A Hyperreflective Foci Segmentation Network for OCT Images with Multi-dimensional Semantic Enhancement. | Xingguo Wang, Yuhui Ma, Xinyu Guo, Yalin Zheng, Jiong Zhang, Yonghuai Liu, Yitian Zhao |
| 2024 | MICCAI | DSNet: A Spatio-Temporal Consistency Network for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences. | Qihang Xie, Dan Zhang, Lei Mou, Shan-Shan Wang, Yitian Zhao, Mengguo Guo, Jiong Zhang |
| 2024 | MICCAI | CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting. | Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng |
| 2024 | WWW | Entity Disambiguation with Extreme Multi-label Ranking. | Jyun-Yu Jiang, Wei-Cheng Chang, Jiong Zhang, Cho-Jui Hsieh, Hsiang-Fu Yu |
| 2024 | WSDM | PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models. | Wei-Cheng Chang, Jyun-Yu Jiang, Jiong Zhang, Mutasem Al-Darabsah, Choon Hui Teo, Cho-Jui Hsieh, Hsiang-Fu Yu, S. V. N. Vishwanathan |
| 2023 | CGI | SPC-Net: Structure-Aware Pixel-Level Contrastive Learning Network for OCTA A/V Segmentation and Differentiation. | Hanlin Liu, Huaying Hao, Yuhui Ma, Lijun Guo, Jiong Zhang, Yitian Zhao |
| 2023 | CGI | A Hybrid Supervised Fusion Deep Learning Framework for Microscope Multi-Focus Images. | Qiuhui Yang, Hao Chen, Mingfeng Jiang, Mingwei Wang, Jiong Zhang, Yue Sun, Tao Tan |
| 2023 | CIKM | Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search. | Jiong Zhang, Yau-Shian Wang, Wei-Cheng Chang, Wei Li, Jyun-Yu Jiang, Cho-Jui Hsieh, Hsiang-Fu Yu |
| 2023 | ICML | PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation. | Eli Chien, Jiong Zhang, Cho-Jui Hsieh, Jyun-Yu Jiang, Wei-Cheng Chang, Olgica Milenkovic, Hsiang-Fu Yu |
| 2023 | ICML | Representer Point Selection for Explaining Regularized High-dimensional Models. | Che-Ping Tsai, Jiong Zhang, Hsiang-Fu Yu, Eli Chien, Cho-Jui Hsieh, Pradeep Kumar Ravikumar |
| 2023 | MICCAI | RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization. | Tao Chen, Yitian Zhao, Lei Mou, Dan Zhang, Xiayu Xu, Mengting Liu, Huazhu Fu, Jiong Zhang |
| 2023 | MICCAI | Shape-Aware 3D Small Vessel Segmentation with Local Contrast Guided Attention. | Zhiwei Deng, Songnan Xu, Jianwei Zhang, Jiong Zhang, Danny J. J. Wang, Lirong Yan, Yonggang Shi |
| 2023 | MICCAI | Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images. | Xuefei Li, Huaying Hao, Huazhu Fu, Dan Zhang, Da Chen, Yuchuan Qiao, Jiang Liu, Yitian Zhao, Jiong Zhang |
| 2023 | MICCAI | Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. | Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao |
| 2023 | SIGIR | Uncertainty Quantification for Extreme Classification. | Jyun-Yu Jiang, Wei-Cheng Chang, Jiong Zhang, Cho-Jui Hsieh, Hsiang-Fu Yu |
| 2022 | CGI | Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification. | Hanlin Liu, Jianyang Xie, Yonghuai Liu, Huaying Hao, Lijun Guo, Jiong Zhang, Yitian Zhao |
| 2022 | ICLR | Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction. | Eli Chien, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Jiong Zhang, Olgica Milenkovic, Inderjit S. Dhillon |
| 2022 | KDD | PECOS: Prediction for Enormous and Correlated Output Spaces. | Hsiang-Fu Yu, Jiong Zhang, Wei-Cheng Chang, Jyun-Yu Jiang, Wei Li, Cho-Jui Hsieh |
| 2022 | MICCAI | Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography. | Yanmiao Bai, Jinkui Hao, Huazhu Fu, Yan Hu, Xinting Ge, Jiang Liu, Yitian Zhao, Jiong Zhang |
| 2022 | MICCAI | NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation. | Jiayu Chen, Lei Mou, Shaodong Ma, Huazhu Fu, Lijun Guo, Yalin Zheng, Jiong Zhang, Yitian Zhao |
| 2022 | SIGIR | Relevance under the Iceberg: Reasonable Prediction for Extreme Multi-label Classification. | Jyun-Yu Jiang, Wei-Cheng Chang, Jiong Zhang, Cho-Jui Hsieh, Hsiang-Fu Yu |
| 2021 | ISPA | An Effective Outlier Detection Method for EAF Based on an Iterative Heterogeneous Ensemble. | Jiong Zhang, Biao Wang, Hongjun Dai |
| 2021 | KDD | Extreme Multi-label Learning for Semantic Matching in Product Search. | Wei-Cheng Chang, Daniel L. Jiang, Hsiang-Fu Yu, Choon-Hui Teo, Jiong Zhang, Kai Zhong, Kedarnath Kolluri, Qie Hu, Nikhil Shandilya, Vyacheslav Ievgrafov, Japinder Singh, Inderjit S. Dhillon |
| 2021 | MICCAI | Dynamic Sub-graph Learning for Patch-Based Cortical Folding Classification. | Zhiwei Deng, Jiong Zhang, Yonggang Shi |
| 2021 | MICCAI | Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography. | Shuai Yu, Yonghuai Liu, Jiong Zhang, Jianyang Xie, Yalin Zheng, Jiang Liu, Yitian Zhao |
| 2021 | MICCAI | Personalized Matching and Analysis of Cortical Folding Patterns via Patch-Based Intrinsic Brain Mapping. | Jiong Zhang, Yonggang Shi |
| 2021 | MICCAI | Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. | Jingyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, Yitian Zhao |
| 2020 | FIE | The Systematic Thinking Ability of Hardware/Software Co-design using FPGA. | Ying Li, Jiong Zhang, Hritik Mitra, Shicheng Yu |
| 2019 | AISTATS | Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models. | Jiong Zhang, Parameswaran Raman, Shihao Ji, Hsiang-Fu Yu, S. V. N. Vishwanathan, Inderjit S. Dhillon |
| 2019 | FIE | Study of Engineering-Oriented Teaching Method in C Programming Course based on Emerging Engineering Education. | Ying Li, Jianwei Niu, Jiong Zhang, Rui Hao |
| 2019 | MICCAI | 3D Surface-Based Geometric and Topological Quantification of Retinal Microvasculature in OCT-Angiography via Reeb Analysis. | Jiong Zhang, Amir H. Kashani, Yonggang Shi |
| 2018 | FIE | Turned from knowledge-based to innovation-based: Introduction of Emerging Engineering Education in China. | Ying Li, Jiong Zhang, Tianyi Qi, Shicheng Yu |
| 2018 | ICML | Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization. | Jiong Zhang, Qi Lei, Inderjit S. Dhillon |
| 2018 | ICML | Learning Long Term Dependencies via Fourier Recurrent Units. | Jiong Zhang, Yibo Lin, Zhao Song, Inderjit S. Dhillon |
| 2017 | AISTATS | Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition. | Jiong Zhang, Ian En-Hsu Yen, Pradeep Ravikumar, Inderjit S. Dhillon |
| 2017 | FIE | VREX: Virtual reality education expansion could help to improve the class experience (VREX platform and community for VR based education). | Ying Li, Jiong Zhang, Wei Sun, Jingchun Wang, Xiaopeng Gao |
| 2017 | MICCAI | A Comparative Study Towards the Establishment of an Automatic Retinal Vessel Width Measurement Technique. | Fan Huang, Behdad Dashtbozorg, Alexander Ka Shing Yeung, Jiong Zhang, Tos T. J. M. Berendschot, Bart M. ter Haar Romeny |
| 2016 | FIE | MOOE: A new online education mode: Virtual simulation experiment MOOE platform for FPGA. | Ying Li, Jianwei Niu, Jiong Zhang, Xin Ren |
| 2016 | ICML | A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery. | Ian En-Hsu Yen, Xin Lin, Jiong Zhang, Pradeep Ravikumar, Inderjit S. Dhillon |
| 2016 | ICPADS | An Optimized RM Algorithm by Task Affinity on Multi-Core Processor. | Ying Li, Jianwei Niu, Jiong Zhang, Mohammed Atiquzzaman, Xiang Long |
| 2015 | ICIAP | Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores. | Jiong Zhang, Erik J. Bekkers, Samaneh Abbasi-Sureshjani, Behdad Dashtbozorg, Bart M. ter Haar Romeny |
| 2012 | HPCC | Enhance Virtualized HPC System Based on I/O Behavior Perception and Asymmetric Scheduling. | Yanyan Hu, Xiang Long, Jiong Zhang |
| 2010 | HPDC | I/O scheduling model of virtual machine based on multi-core dynamic partitioning. | Yanyan Hu, Xiang Long, Jiong Zhang, Jun He, Li Xia |
| 2005 | PST | Network Intrusion Detection using Random Forests. | Jiong Zhang, Mohammad Zulkernine |
| 1999 | ICRA | Modeling of Human Strategy in Controlling Light Source. | Jiong Zhang, Yangsheng Xu |