2020-Publications-Efficient Intelligent Computing and Learning

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2020

Lei Shi, Yifan Zhang, Jian Cheng, Hanqing Lu. Skeleton-Based Action Recognition With Multi-Stream Adaptive Graph Convolutional Networks. IEEE Transactions on Image Processing (TIP), Vol.29, pp.9532-9545, 2020. (ESI highly cited paper )
Fanrong Li, Gang Li, Zitao Mo, Xiangyu He, Jian Cheng. FSA: A Fine-Grained Systolic Accelerator for Sparse CNNS. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), Vol.39, No.11, pp.3589-3600, 2020.
Guanan Wang, Yang Yang, Tianzhu Zhang, Jian Cheng, Zengguang Hou, Prayag Tiwari, Hari Mohan Pandey. Cross-modality Paired-images Generation and Augmentation for RGB-infrared Person Re-identification. Neural Networks, Vol.128, pp.294-304, 2020. (The 2020 best paper award)
Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Jian Cheng. Bayesian Automatic Model Compression. IEEE Journal of Selected Topics in Signal Processing, Vol.14, No.4, pp.727-736, 2020.
Qiang Chen, Peisong Wang, Anda Cheng, Wanguo Wang, Yifan Zhang, Jian Cheng. Robust One-stage Object Detection with Location-aware Classifiers. Pattern Recognition (PR), Vol.105, September,107334, 2020.
Lu Bai, Luca Rossi, Lixin Cui, Jian Cheng, Edwin R.Hancock. A Quantum-Inspired Similarity Measure for the Analysis of Complete Weighted Graphs. IEEE Transactions on Cybernetics (ToC), Vol.50, Issue 3, pp. 1264-1277, 2020.
Chunjie Zhang, Jian Cheng, Qi Tian. Multi-View Image Classification with Visual, Semantic and View Consistency. IEEE Transactions on Image Processing (TIP), Vol.29, pp.617-627, 2020.
Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Xupeng Shi, Junzhou Huang, Irwin King, Michael Lyu, Jian Cheng. Revisiting Parameter Sharing for Automatic Neural Channel Number Search. NeurIPS 2020.
Peisong Wang, Qiang Chen, Xiangyu He, Jian Cheng. Towards Accurate Post-training Network Quantization via Bit-Split and Stitching. ICML 2020.[code]
Xiangyu He, Zitao Mo, Ke Cheng, Weixiang Xu, Qinghao Hu, Peisong Wang, Qingshan Liu, Jian Cheng. ProxyBNN: Learning Binarized Neural Networks via Proxy Matrices. ECCV 2020.
Guanan Wang, Shaogang Gong, Jian Cheng, Zengguang Hou. Fast Person Re-Identification. ECCV 2020.
Ke Cheng, Yifan Zhang, Congqi Cao, Lei Shi, Jian Cheng, Hanqing Lu. Decoupling GCN with DropGraph Module for Skeleton-Based Action Recognition. ECCV 2020. [code]
Gang Li, Peisong Wang, Zejian Liu, Cong Leng, Jian Cheng. Hardware Acceleration of CNN with One-Hot Quantization of Weights and Activations. DATE 2020.
Jiaxing Wang, Jiaxiang Wu, Haoli Bai, Jian Cheng. M-NAS: Meta Neural Architecture Search. AAAI 2020.
Peisong Wang, Xiangyu He, Gang Li, Tianli Zhao, Jian Cheng. Sparsity-Inducing Binarized Neural Networks. AAAI 2020.
Guanan Wang, Tianzhu Zhang, Yang Yang, Jian Cheng, Jianlong Chang, Xu Liang, Zengguan Hou. Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification. AAAI 2020.
Shuai Zheng, Zhenfeng Zhu, Xingxing Zhang, Zhizhe Liu, Jian Cheng, Yao Zhao. Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning. CVPR 2020.
Ke Cheng, Yifan Zhang, Xiangyu He, Weihan Chen, Jian Cheng, Hanqing Lu. Skeleton-based Action Recognition with Shift Graph Convolutional Network. CVPR 2020. [code]
Weixiang Xu, Xiangyu He, Tianli Zhao, Qinghao Hu, Peisong Wang, Jian Cheng. Soft Threshold Ternary Networks. IJCAI 2020.
Xing Lan, Qinghao Hu, Fangzhou Xiong, Cong Leng, Jian Cheng. ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets. ACM MM 2020.

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