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2021
  • Peisong Wang, Xiangyu He, Qiang Chen, Anda Cheng, Qingshan Liu, Jian Cheng. Unsupervised Network Quantization via Fixed-point Factorization. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), Vol.32, No.6, pp.2706-2720, 2021.
  • Ke Cheng, Yifan Zhang, Xiangyu He, Jian Cheng, Hanqing Lu. Extremely Lightweight Skeleton-Based Action Recognition With ShiftGCN++. IEEE Transactions on Image Processing (TIP), Vol.30, pp. 7333-7348, 2021.
  • Qiang Chen, Anda Cheng, Xiangyu He, Peisong wang, Jian Cheng. SpatialFlow: Bridging All Tasks for Panoptic Segmentation. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT),Vol.31, No.6, pp.2288-2300, 2021. [code]
  • Fanrong Li, Gang Li, Xiangyu He, Jian Cheng. Dynamic Dual Gating Neural Networks. ICCV 2021.
  • Weihan Chen, Peisong Wang, Jian Cheng. Towards Mixed-Precision Quantization of Neural Networks via Constrained Optimization. ICCV 2021.
  • Lei Shi, Yifan Zhang, Jian Cheng, Hanqing Lu. AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition. ICCV 2021.
  • Zejian Liu, Fanrong Li, Gang Li, Jian Cheng. EBERT: Efficient BERT Inference with Dynamic Structured Pruning. Findings of ACL 2021.
  • Zejian Liu, Gang Li, Jian Cheng. Hardware Acceleration of Fully Quantized BERT for Efficient Natural Language Processing. DATE 2021 (Best paper candidate)
  • Qiang Chen, Yingming Wang, Tong Yang, Xiangyu Zhang, Jian Cheng, Jian Sun. You Only Look One-level Feature. CVPR 2021. [code]

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