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.  

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.  

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.  

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.  

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.  

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

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

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.  

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

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.  

Guo, Chenghao; Zhang, Xinzhi; Huang, Zhiyi. Settling the sample complexity of single-parameter revenue maximization. STOC 2019.  

Duan, Ran; Jin, Ce; Wu, Hongxun. Faster algorithms for all pairs non-decreasing paths problem. ICALP 2019.  

Jin, Ce. An improved FPTAS for 0-1 knapsack. ICALP 2019.  

Jin, Ce. Simulating random walks on graphs in the streaming model. ITCS 2019.  

Jiang, Zhihao; Zhao, Haoyu. An fptas for stochastic unbounded min-knapsack problem. FAW 2019.  

Liu, Yunchao; Wu, Zheng; Freeman, William T.; Tenenbaum, Joshua B.; Wu, Jiajun; Ritchie, Daniel. Learning to describe scenes with programs. ICLR 2019.  

Jiang, Shunhua; Larsen, Kasper Green. A faster external memory priority queue with decreasekeys. SODA 2019.  

Mao, Jiayuan; Gan, Chuang; Kohli, Pushmeet; Tenenbaum, Joshua B.; Wu, Jiajun. The neuro-symbolic concept learner: Interpreting scenes, words, and sentences from natural supervision. ICLR 2019.