| 2025 | ACL | FlashAudio: Rectified Flow for Fast and High-Fidelity Text-to-Audio Generation. | Huadai Liu, Jialei Wang, Rongjie Huang, Yang Liu, Heng Lu, Zhou Zhao, Wei Xue |
| 2025 | ICML | OmniAudio: Generating Spatial Audio from 360-Degree Video. | Huadai Liu, Tianyi Luo, Kaicheng Luo, Qikai Jiang, Peiwen Sun, Jialei Wang, Rongjie Huang, Qian Chen, Wen Wang, Xiangtai Li, Shiliang Zhang, Zhijie Yan, Zhou Zhao, Wei Xue |
| 2024 | AAAI | HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation. | Qihao Xu, Xiaoling Luo, Chao Huang, Chengliang Liu, Jie Wen, Jialei Wang, Yong Xu |
| 2024 | APWEB | LPRL-GCNN for Multi-relation Link Prediction in Education. | Jialei Wang, Can Jiang, Meirui Ren, Jin Li, Bohan Zhang, Longjiang Guo |
| 2023 | CGI | Weakly Supervised Method for Domain Adaptation in Instance Segmentation. | Jie Sun, Yan Tian, Jialei Wang, Zhaocheng Xu, Hao Wang, Zhaoyi Jiang, Xun Wang |
| 2022 | SC | From Correctable Memory Errors to Uncorrectable Memory Errors: What Error Bits Tell. | Cong Li, Yu Zhang, Jialei Wang, Hang Chen, Xian Liu, Tai Huang, Liang Peng, Shen Zhou, Lixin Wang, Shijian Ge |
| 2018 | ALT | Efficient coordinate-wise leading eigenvector computation. | Jialei Wang, Weiran Wang, Dan Garber, Nathan Srebro |
| 2017 | AISTATS | Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data. | Jialei Wang, Jason D. Lee, Mehrdad Mahdavi, Mladen Kolar, Nati Srebro |
| 2017 | COLT | Memory and Communication Efficient Distributed Stochastic Optimization with Minibatch Prox. | Jialei Wang, Weiran Wang, Nathan Srebro |
| 2017 | ICICS | Modeling Key Infection in Large-Scale Sensor Networks. | Feiyang Peng, Zhihong Liu, Yong Zeng, Jialei Wang |
| 2017 | ICML | Efficient Distributed Learning with Sparsity. | Jialei Wang, Mladen Kolar, Nathan Srebro, Tong Zhang |
| 2017 | ICML | Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms. | Jialei Wang, Lin Xiao |
| 2016 | AISTATS | Inference for High-dimensional Exponential Family Graphical Models. | Jialei Wang, Mladen Kolar |
| 2016 | AISTATS | Distributed Multi-Task Learning. | Jialei Wang, Mladen Kolar, Nathan Srebro |
| 2016 | CVPR | Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion. | Jialei Wang, Peder A. Olsen, Andrew R. Conn, Aurlie C. Lozano |
| 2016 | WSC | Warm starting Bayesian optimization. | Matthias Poloczek, Jialei Wang, Peter I. Frazier |
| 2015 | ACL | SOLAR: Scalable Online Learning Algorithms for Ranking. | Jialei Wang, Ji Wan, Yongdong Zhang, Steven C. H. Hoi |
| 2015 | KDD | Trading Interpretability for Accuracy: Oblique Treed Sparse Additive Models. | Jialei Wang, Ryohei Fujimaki, Yosuke Motohashi |
| 2014 | KDD | Active collaborative permutation learning. | Jialei Wang, Nathan Srebro, James A. Evans |
| 2014 | UAI | A Consistent Estimator of the Expected Gradient Outerproduct. | Shubhendu Trivedi, Jialei Wang, Samory Kpotufe, Gregory Shakhnarovich |
| 2013 | ACML | Second Order Online Collaborative Filtering. | Jing Lu, Steven C. H. Hoi, Jialei Wang |
| 2013 | IJCAI | Large Scale Online Kernel Classification. | Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Jinfeng Zhuang, Zhiyong Liu |
| 2013 | RecSys | Online multi-task collaborative filtering for on-the-fly recommender systems. | Jialei Wang, Steven C. H. Hoi, Peilin Zhao, Zhiyong Liu |
| 2012 | ICDM | Cost-Sensitive Online Classification. | Jialei Wang, Peilin Zhao, Steven C. H. Hoi |
| 2012 | ICML | Exact Soft Confidence-Weighted Learning. | Steven C. H. Hoi, Jialei Wang, Peilin Zhao |
| 2012 | ICML | Fast Bounded Online Gradient Descent Algorithms for Scalable Kernel-Based Online Learning. | Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin, Pengcheng Wu |
| 2012 | KDD | Online feature selection for mining big data. | Steven C. H. Hoi, Jialei Wang, Peilin Zhao, Rong Jin |