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2020 – today
- 2024
[j5]Zuohui Chen
, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang:
GGT: Graph-guided testing for adversarial sample detection of deep neural network. Comput. Secur. 140: 103710 (2024)- [j4]Jingyang Xiang, Lianguo Wang, Li Li, Kee-Hung Lai, Wei Cai:
Classification-design-optimization integrated picking robots: a review. J. Intell. Manuf. 35(7): 2979-3002 (2024) - [j3]Linpeng Peng, Rongyao Cai, Jingyang Xiang, Junyu Zhu, Weiwei Liu, Wang Gao, Yong Liu:
LiteGrasp: A Light Robotic Grasp Detection via Semi-Supervised Knowledge Distillation. IEEE Robotics Autom. Lett. 9(9): 7995-8002 (2024) - [j2]Zhuangzhi Chen, Jingyang Xiang, Yao Lu, Qi Xuan, Zhen Wang, Guanrong Chen, Xiaoniu Yang:
RGP: Neural Network Pruning Through Regular Graph With Edges Swapping. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14671-14683 (2024) - [c5]Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu:
MaxQ: Multi-Axis Query for N: m Sparsity Network. CVPR 2024: 15845-15854 - [c4]Jingyang Xiang, Zuohui Chen, Siqi Li, Qing Wu, Yong Liu:
OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks. ECCV (33) 2024: 1-18 - [c3]Jiateng Wei, Quan Lu, Ning Jiang, Siqi Li, Jingyang Xiang, Jun Chen, Yong Liu:
Structured Optimal Brain Pruning for Large Language Models. EMNLP 2024: 13991-14007 - [i9]Siqi Li, Jun Chen, Jingyang Xiang, Chengrui Zhu, Yong Liu:
AutoDFP: Automatic Data-Free Pruning via Channel Similarity Reconstruction. CoRR abs/2403.08204 (2024) - [i8]Ying Zhang, Peng Zhang, Mincong Huang, Jingyang Xiang, Yujie Wang, Chao Wang, Yineng Zhang, Lei Yu, Chuan Liu, Wei Lin:
QQQ: Quality Quattuor-Bit Quantization for Large Language Models. CoRR abs/2406.09904 (2024) - [i7]Jingyang Xiang, Zuohui Chen, Siqi Li, Qing Wu, Yong Liu:
OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks. CoRR abs/2407.05257 (2024) - 2023
- [c2]Jingyang Xiang, Siqi Li, Jun Chen, Guang Dai, Shipeng Bai, Yukai Ma, Yong Liu:
SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration. NeurIPS 2023 - [i6]Jingyang Xiang, Siqi Li, Jun Chen, Shipeng Bai, Yukai Ma, Guang Dai, Yong Liu:
SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading Acceleration. CoRR abs/2310.06218 (2023) - [i5]Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu:
MaxQ: Multi-Axis Query for N: M Sparsity Network. CoRR abs/2312.07061 (2023) - [i4]Jingyang Xiang, Zhuangzhi Chen, Jianbiao Mei, Siqi Li, Jun Chen, Yong Liu:
CR-SFP: Learning Consistent Representation for Soft Filter Pruning. CoRR abs/2312.11555 (2023) - 2022
- [j1]Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang:
SigNet: A Novel Deep Learning Framework for Radio Signal Classification. IEEE Trans. Cogn. Commun. Netw. 8(2): 529-541 (2022) - 2021
- [c1]Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang:
Detecting Adversarial Samples with Graph-Guided Testing. ASE 2021: 1196-1198 - [i3]Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang:
GGT: Graph-Guided Testing for Adversarial Sample Detection of Deep Neural Network. CoRR abs/2107.07043 (2021) - [i2]Zhuangzhi Chen, Jingyang Xiang, Yao Lu, Qi Xuan:
RGP: Neural Network Pruning through Its Regular Graph Structure. CoRR abs/2110.15192 (2021) - 2020
- [i1]Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang:
SigNet: An Advanced Deep Learning Framework for Radio Signal Classification. CoRR abs/2011.03525 (2020)
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