Jingyang Xiang

25 papers A* 4Journal 20Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automatic data-free pruning via channel similarity reconstruction. Neurocomputing Siqi Li, Jun Chen, Jingyang Xiang, Chengrui Zhu, Jiandang Yang, Xiaobin Wei, Yunliang Jiang, Yong Liu
2026	J	`jnl`	OOPS: Outlier-aware and quadratic programming based structured pruning for large language models. Neural Networks Jiateng Wei, Siqi Li, Jingyang Xiang, Jiandang Yang, Jun Chen, Xiaobin Wei, Yunliang Jiang, Yong Liu
2026	J	`jnl`	WLR: Well-conditioned linear reconstruction for retraining-free pruning of LLMs. Neural Networks Siqi Li, Jingyang Xiang, Jiateng Wei, Chengrui Zhu, Jiandang Yang, Jun Chen, Jian Yang, Xiaobin Wei, Yunliang Jiang, Yong Liu
2025	J	`jnl`	Hyperbolic Binary Neural Network. CoRR Jun Chen, Jingyang Xiang, Tianxin Huang, Xiangrui Zhao, Yong Liu
2025	J	`jnl`	Hyperbolic Binary Neural Network. IEEE Trans. Neural Networks Learn. Syst. Jun Chen, Jingyang Xiang, Tianxin Huang, Xiangrui Zhao, Yong Liu
2024	J	`jnl`	AutoDFP: Automatic Data-Free Pruning via Channel Similarity Reconstruction. CoRR Siqi Li, Jun Chen, Jingyang Xiang, Chengrui Zhu, Yong Liu
2024	J	`jnl`	Classification-design-optimization integrated picking robots: a review. J. Intell. Manuf. Jingyang Xiang, Lianguo Wang, Li Li, Kee-Hung Lai, Wei Cai
2024	J	`jnl`	DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation. CoRR Jingyang Xiang, Sai Qian Zhang
2024	J	`jnl`	GGT: Graph-guided testing for adversarial sample detection of deep neural network. Comput. Secur. Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang
2024	J	`jnl`	LiteGrasp: A Light Robotic Grasp Detection via Semi-Supervised Knowledge Distillation. IEEE Robotics Autom. Lett. Linpeng Peng, Rongyao Cai, Jingyang Xiang, Junyu Zhu, Weiwei Liu, Wang Gao, Yong Liu
2024	A*	`conf`	MaxQ: Multi-Axis Query for N: m Sparsity Network. CVPR Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu
2024	—	`conf`	OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks. ECCV (33) Jingyang Xiang, Zuohui Chen, Siqi Li, Qing Wu, Yong Liu
2024	J	`jnl`	OvSW: Overcoming Silent Weights for Accurate Binary Neural Networks. CoRR Jingyang Xiang, Zuohui Chen, Siqi Li, Qing Wu, Yong Liu
2024	J	`jnl`	QQQ: Quality Quattuor-Bit Quantization for Large Language Models. CoRR Ying Zhang, Peng Zhang, Mincong Huang, Jingyang Xiang, Yujie Wang, Chao Wang, Yineng Zhang, Lei Yu, Chuan Liu, Wei Lin
2024	J	`jnl`	RGP: Neural Network Pruning Through Regular Graph With Edges Swapping. IEEE Trans. Neural Networks Learn. Syst. Zhuangzhi Chen, Jingyang Xiang, Yao Lu, Qi Xuan, Zhen Wang, Guanrong Chen, Xiaoniu Yang
2024	A*	`conf`	Structured Optimal Brain Pruning for Large Language Models. EMNLP Jiateng Wei, Quan Lu, Ning Jiang, Siqi Li, Jingyang Xiang, Jun Chen, Yong Liu
2023	J	`jnl`	CR-SFP: Learning Consistent Representation for Soft Filter Pruning. CoRR Jingyang Xiang, Zhuangzhi Chen, Jianbiao Mei, Siqi Li, Jun Chen, Yong Liu
2023	J	`jnl`	MaxQ: Multi-Axis Query for N: M Sparsity Network. CoRR Jingyang Xiang, Siqi Li, Junhao Chen, Zhuangzhi Chen, Tianxin Huang, Linpeng Peng, Yong Liu
2023	J	`jnl`	SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading Acceleration. CoRR Jingyang Xiang, Siqi Li, Jun Chen, Shipeng Bai, Yukai Ma, Guang Dai, Yong Liu
2023	A*	`conf`	SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration. NeurIPS Jingyang Xiang, Siqi Li, Jun Chen, Guang Dai, Shipeng Bai, Yukai Ma, Yong Liu
2022	J	`jnl`	SigNet: A Novel Deep Learning Framework for Radio Signal Classification. IEEE Trans. Cogn. Commun. Netw. Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang
2021	A*	`conf`	Detecting Adversarial Samples with Graph-Guided Testing. ASE Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang
2021	J	`jnl`	GGT: Graph-Guided Testing for Adversarial Sample Detection of Deep Neural Network. CoRR Zuohui Chen, Renxuan Wang, Jingyang Xiang, Yue Yu, Xin Xia, Shouling Ji, Qi Xuan, Xiaoniu Yang
2021	J	`jnl`	RGP: Neural Network Pruning through Its Regular Graph Structure. CoRR Zhuangzhi Chen, Jingyang Xiang, Yao Lu, Qi Xuan
2020	J	`jnl`	SigNet: An Advanced Deep Learning Framework for Radio Signal Classification. CoRR Zhuangzhi Chen, Hui Cui, Jingyang Xiang, Kunfeng Qiu, Liang Huang, Shilian Zheng, Shichuan Chen, Qi Xuan, Xiaoniu Yang