Publications

1401.

Yu Shi, Jian Li and Zhize Li. Gradient Boosting with Piece-Wise Linear Regression Trees. .  

1400.

Ye, Shaokai, Kaidi Xu, Sijia Liu, Hao Cheng, Jan-Henrik Lambrechts, Huan Zhang, Aojun Zhou, Kaisheng Ma, Yanzhi Wang, and Xue Lin. Second Rethinking of Network Pruning in the Adversarial Setting. , arXiv preprint arXiv:1903.12561.  

1399.

Lin, Sheng, Xiaolong Ma, Shaokai Ye, Geng Yuan, Kaisheng Ma, and Yanzhi Wang. Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. , rXiv preprint arXiv:1905.00789.  

1398.

Ma, Xiaolong, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, and Yanzhi Wang. Pconv: The missing but desirable sparsity in dnn weight pruning for real-time execution on mobile devices. , AAAI 2020.  

1397.

Xiang, Lei, Hang Dong, Fei Wang, Yu Guo, and Kaisheng Ma. Gated Contiguous Memory U-Net for Single Image Dehazing. , International Conference on Neural Information Processing.  

1396.

Zhang, Linfeng, Zhanhong Tan, Jiebo Song, Jingwei Chen, Chenglong Bao, and Kaisheng Ma.. SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models. , NeurIPS 2019.  

1395.

Ma, Kaisheng, Shuangchen Li, Vijaykrishnan Narayanan, and Yuan Xie. Nonvolatile Processor Architecture Exploration for Energy-Harvesting Application Scenarios. , Embedded, Cyber-Physical, and IoT Systems, Springer, Cham.  

1394.

Li, Xueqing; Wu, Juejian; Ni, Kai; George, Sumitha; Ma, Kaisheng; Sampson, John; Gupta, Sumeet Kumar; Liu, Yongpan; Yang, Huazhong; Datta, Suman; Narayanan, Vijaykrishnan. Design of 2T/Cell and 3T/Cell Nonvolatile Memories with Emerging Ferroelectric FETs. , IEEE DESIGN & TEST.  

1393.

Zhongfan Jia, Chenglong Bao, Kaisheng Ma. Exploring Frequency Domain Interpretation of Convolutional Neural Networks. .  

1392.

Shaokai Ye, Kailu Wu, Yunfei Yang, Sia Huat Tan, Kaisheng Ma. Light-weight Calibrator: A separable component for unsupervised domain adataption. .  

1391.

Linfeng Zhang, Jiebo Song, Anni Gao, Jingwei Chen, Chenglong Bao, Kaisheng Ma. Be Your Own Teachers: Improve the Performance of Convolutional Neural Networks via Self Distillation. ICCV2019.  

1390.

Linfeng Zhang, Zhanhong Tan, Jiebo Song, Jingwei Chen, Chenglong Bao, Kaisheng Ma. A Scalable Neural Networks Framework Towards Compact and Efficient Models. NeurIPS2019.  

1389.

Shaokai Ye, Kaidi Xu, Sijia Liu, Hao Cheng, Jan-Henrik Lambrechts, Huan Zhang, Aojun Zhou, Kaisheng Ma, Yanzhi Wang, Xue Lin. Adversarial Robustness vs Model Compression, or Both?. ICCV2019.  

1386.

Wei, Zhaohui; Sikora, Jamie. Device-independent dimension test in a multiparty Bell experiment. , NEW JOURNAL OF PHYSICS.  

1384.

 Y.-Y. Huang, Y.-K. Wu, F. Wang, P.-Y. Hou, W.-B. Wang, W.-G. Zhang, W.-Q. Lian, Y.-Q. Liu, H.-Y. Wang, H.-Y. Zhang, L. He, X.-Y. Chang, Y. Xu, and L.-M. Duan. Experimental Realization of Robust Geometric Quantum Gates with Solid-State Spins. , Phys. Rev. Lett. 122, 010503 (2019)..