| 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 |
| 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 | IJCAI | TRP: Trained Rank Pruning for Efficient Deep Neural Networks. | Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong |
| 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 | DCC | DNQ: Dynamic Network Quantization. | Yuhui Xu, Shuai Zhang, Yingyong Qi, Jiaxian Guo, Weiyao Lin, Hongkai Xiong |
| 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 |
| 2019 | WACV | DAC: Data-Free Automatic Acceleration of Convolutional Networks. | Xin Li, Shuai Zhang, Bolan Jiang, Yingyong Qi, Mooi Choo Chuah, Ning Bi |
| 2002 | ICASSP | A robust speech recognition system embedded in CDMA cellular phone chipsets. | Ning Bi, Harinath Garudadri, Chienchung Chang, Andrew DeJaco, Yingyong Qi, Naren Malayath, William Huang |
| 2000 | Interspeech | A perception and PDE based nonlinear transformation for processing spoken words. | Yingyong Qi, Jack Xin |