| 2025 | ICLR | Global Well-posedness and Convergence Analysis of Score-based Generative Models via Sharp Lipschitz Estimates. | Connor Mooney, Zhongjian Wang, Jack Xin, Yifeng Yu |
| 2024 | ICLR | Rethinking the Benefits of Steerable Features in 3D Equivariant Graph Neural Networks. | Shih-Hsin Wang, Yung-Chang Hsu, Justin M. Baker, Andrea L. Bertozzi, Jack Xin, Bao Wang |
| 2024 | ISVC | AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs. | Yunling Zheng, Zeyi Xu, Fanghui Xue, Biao Yang, Jiancheng Lyu, Shuai Zhang, Yingyong Qi, Jack Xin |
| 2023 | ICIP | Weighted Anisotropic-Isotropic Total Variation for Poisson Denoising. | Kevin Bui, Yifei Lou, Fredrick Park, Jack Xin |
| 2022 | ICASSP | Glassoformer: A Query-Sparse Transformer for Post-Fault Power Grid Voltage Prediction. | Yunling Zheng, Carson Hu, Guang Lin, Meng Yue, Bao Wang, Jack Xin |
| 2022 | ICPRAM | An Integrated Recurrent Neural Network and Regression Model with Spatial and Climatic Couplings for Vector-borne Disease Dynamics. | Zhijian Li, Jack Xin, Guofa Zhou |
| 2021 | ICPRAM | A Spatial-temporal Graph based Hybrid Infectious Disease Model with Application to COVID-19. | Yunling Zheng, Zhijian Li, Jack Xin, Guofa Zhou |
| 2021 | ISVC | Improving Efficient Semantic Segmentation Networks by Enhancing Multi-scale Feature Representation via Resolution Path Based Knowledge Distillation and Pixel Shuffle. | Biao Yang, Fanghui Xue, Yingyong Qi, Jack Xin |
| 2020 | IC3K | A Recurrent Neural Network and Differential Equation based Spatiotemporal Infectious Disease Model with Application to COVID-19. | Zhijian Li, Yunling Zheng, Jack Xin, Guofa Zhou |
| 2020 | ISVC | Nonconvex Regularization for Network Slimming: Compressing CNNs Even More. | Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin |
| 2020 | KDD | AutoShuffleNet: Learning Permutation Matrices via an Exact Lipschitz Continuous Penalty in Deep Convolutional Neural Networks. | Jiancheng Lyu, Shuai Zhang, Yingyong Qi, Jack Xin |
| 2019 | ICLR | Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets. | Penghang Yin, Jiancheng Lyu, Shuai Zhang, Stanley J. Osher, Yingyong Qi, Jack Xin |
| 2016 | ICIP | A weighted difference of anisotropic and isotropic total variation for relaxed Mumford-Shah image segmentation. | Fredrick Park, Yifei Lou, Jack Xin |
| 2013 | ICASSP | A randomly perturbed infomax algorithm for blind source separation. | Qi He, Jack Xin |
| 2012 | Interspeech | A Triple-Microphone Real-Time Speech Enhancement Algorithm Based on Approximate Array Analytical Solutions. | Meng Yu, Ryan Ritch, Jack Xin |
| 2012 | Interspeech | Exploring Off Time Nature for Speech Enhancement. | Meng Yu, Jack Xin |
| 2011 | CAIP | A Recursive Sparse Blind Source Separation Method for Nonnegative and Correlated Data in NMR Spectroscopy. | Yuanchang Sun, Jack Xin |
| 2011 | CAIP | Content Adaptive Image Matching by Color-Entropy Segmentation and Inpainting. | Yuanchang Sun, Jack Xin |
| 2011 | CogSci | Modeling Category Identification Using Sparse Instance Representation. | Shunan Zhang, Michael D. Lee, Meng Yu, Jack Xin |
| 2010 | Interspeech | Reducing musical noise in blind source separation by time-domain sparse filters and split bregman method. | Wenye Ma, Meng Yu, Jack Xin, Stanley J. Osher |
| 2010 | Interspeech | Convexity and fast speech extraction by split bregman method. | Meng Yu, Wenye Ma, Jack Xin, Stanley J. Osher |
| 2000 | Interspeech | A perception and PDE based nonlinear transformation for processing spoken words. | Yingyong Qi, Jack Xin |