Xuan Shen

According to our database, Xuan Shen authored at least 32 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EdgeQAT: Entropy and Distribution Guided Quantization-Aware Training for the Acceleration of Lightweight LLMs on the Edge.

Xuan Shen, Zhenglun Kong, Changdi Yang, Zhaoyang Han, Lei Lu, Peiyan Dong, Cheng Lyu, Chih-hsiang Li, Xuehang Guo, Zhihao Shu, Wei Niu, Miriam Leeser, Pu Zhao, Yanzhi Wang

CoRR, 2024

Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge.

Xuan Shen, Peiyan Dong, Lei Lu, Zhenglun Kong, Zhengang Li, Ming Lin, Chao Wu, Yanzhi Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Data Level Lottery Ticket Hypothesis for Vision Transformers.

Xuan Shen, Zhenglun Kong, Minghai Qin, Peiyan Dong, Geng Yuan, Xin Meng, Hao Tang, Xiaolong Ma, Yanzhi Wang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network.

Xuan Shen, Yaohua Wang, Ming Lin, Yilun Huang, Hao Tang, Xiuyu Sun, Yanzhi Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Quantum Attacks: A View of Data Complexity on Offline Simon's Algorithm.

Bo Yu, Tairong Shi, Xiaoyang Dong, Xuan Shen, Yiyuan Luo, Bing Sun

Proceedings of the Information Security and Cryptology - 19th International Conference, 2023

Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training.

Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Impossible differential cryptanalysis of FBC-128.

Yi Zhang, Guoqiang Liu, Chao Li, Xuan Shen

J. Inf. Secur. Appl., 2022

Mining the Spatial Distribution Pattern of the Typical Fast-Food Industry Based on Point-of-Interest Data: The Case Study of Hangzhou, China.

Yan Zhou, Xuan Shen, Chen Wang, Yixue Liao, Junli Li

ISPRS Int. J. Geo Inf., 2022

Security evaluation on type-1 and type-1-like 4-branch generalized Feistel structures and application to reduced-round Lesamnta-LW-BC.

Xuan Shen, Guoqiang Liu, Xiaofeng Wang, Bing Sun, Jun He

IET Inf. Secur., 2022

The Lottery Ticket Hypothesis for Vision Transformers.

Xuan Shen, Zhenglun Kong, Minghai Qin, Peiyan Dong, Geng Yuan, Xin Meng, Hao Tang, Xiaolong Ma, Yanzhi Wang

CoRR, 2022

Improved nonlinear invariant attack.

Haipeng Tong, Xuan Shen, Chao Li, Yunwen Liu

Sci. China Inf. Sci., 2022

Real-Time Portrait Stylization on the Edge.

Yanyu Li, Xuan Shen, Geng Yuan, Jiexiong Guan, Wei Niu, Hao Tang, Bin Ren, Yanzhi Wang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning.

Zhenglun Kong, Peiyan Dong, Xiaolong Ma, Xin Meng, Wei Niu, Mengshu Sun, Xuan Shen, Geng Yuan, Bin Ren, Hao Tang, Minghai Qin, Yanzhi Wang

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Revisiting Impossible Differential Distinguishers of Two Generalized Feistel Structures.

Xuan Shen, Lei Cheng, Bing Sun, Jun He

Secur. Commun. Networks, 2021

Improved Impossible Differentials and Zero-Correlation Linear Hulls of New Structure III.

Jun He, Xuan Shen, Guoqiang Liu

Secur. Commun. Networks, 2021

Lottery Ticket Implies Accuracy Degradation, Is It a Desirable Phenomenon?

Ning Liu, Geng Yuan, Zhengping Che, Xuan Shen, Xiaolong Ma, Qing Jin, Jian Ren, Jian Tang, Sijia Liu, Yanzhi Wang

CoRR, 2021

Vertical federated learning based on DFP and BFGS.

Wenjie Song, Xuan Shen

CoRR, 2021

Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot?

Xiaolong Ma, Geng Yuan, Xuan Shen, Tianlong Chen, Xuxi Chen, Xiaohan Chen, Ning Liu, Minghai Qin, Sijia Liu, Zhangyang Wang, Yanzhi Wang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI.

Geng Yuan, Zhiheng Liao, Xiaolong Ma, Yuxuan Cai, Zhenglun Kong, Xuan Shen, Jingyan Fu, Zhengang Li, Chengming Zhang, Hongwu Peng, Ning Liu, Ao Ren, Jinhui Wang, Yanzhi Wang

Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021

Out of Non-linearity: Search Impossible Differentials by the Bitwise Characteristic Matrix.

Yunxiao Yang, Xuan Shen, Bing Sun

Proceedings of the Information Security Practice and Experience: 16th International Conference, 2021

Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices.

Xuan Shen, Geng Yuan, Wei Niu, Xiaolong Ma, Jiexiong Guan, Zhengang Li, Bin Ren, Yanzhi Wang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?

Ning Liu, Geng Yuan, Zhengping Che, Xuan Shen, Xiaolong Ma, Qing Jin, Jian Ren, Jian Tang, Sijia Liu, Yanzhi Wang

Proceedings of the 38th International Conference on Machine Learning, 2021

NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration.

Zhengang Li, Geng Yuan, Wei Niu, Pu Zhao, Yanyu Li, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Nondestructive Detection for Egg Freshness Based on Hyperspectral Scattering Image Combined with Ensemble Learning.

Dejian Dai, Tao Jiang, Wei Lu, Xuan Shen, Rui Xiu, Jingwei Zhang

Sensors, 2020

6.7ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration.

Zhengang Li, Geng Yuan, Wei Niu, Yanyu Li, Pu Zhao, Yuxuan Cai, Xuan Shen, Zheng Zhan, Zhenglun Kong, Qing Jin, Zhiyu Chen, Sijia Liu, Kaiyuan Yang, Bin Ren, Yanzhi Wang, Xue Lin

CoRR, 2020

2019

Improved Impossible Differential Attack on 7-round Reduced ARIA-256.

Xuan Shen, Jun He

KSII Trans. Internet Inf. Syst., 2019

2018

Impossible Differential Cryptanalysis of Fantomas and Robin.

Xuan Shen, Guoqiang Liu, Chao Li, Longjiang Qu

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2018

2017

Dual Relationship Between Impossible Differentials and Zero Correlation Linear Hulls of SIMON-Like Ciphers.

Xuan Shen, Ruilin Li, Bing Sun, Lei Cheng, Chao Li, Maodong Liao

Proceedings of the Information Security Practice and Experience, 2017

Simulation and Verification of Software Architecture for Loosely-Coupled Distributed System.

Jun Shen, Xuan Shen, Wen Gao, Yong Zhang

Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2017

2016

Impossible Differentials of SPN Ciphers.

Xuan Shen, Guoqiang Liu, Bing Sun, Chao Li

Proceedings of the Information Security and Cryptology - 12th International Conference, 2016

2015

Fitting α β-crystalline structure onto electron microscopy based on SO(3) rotation group theory.

Beibei Li, Zhihong Zhao, Xuan Shen, Cendi Xue, Liwei Zhong

J. Comb. Optim., 2015

2014

On the Practical Security Bound of GF-NLFSR Structure with SPN Round Function.

Guangyao Zhao, Lei Cheng, Chao Li, Ruilin Li, Xuan Shen

Proceedings of the Provable Security - 8th International Conference, 2014