Shutao Xia

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 72

Top Topics

Lossless Compression

Weakly Supervised

Reinforcement Learning

Top Venues

Publications

Jinmin Li, Kuofeng Gao, Yang Bai, Jingyun Zhang, Shutao Xia, Yisen Wang
FMM-Attack: A Flow-based Multi-modal Adversarial Attack on Video-based LLMs. CoRR (2024)
Shiyu Qin, Jinpeng Wang, Yimin Zhou, Bin Chen, Tianci Luo, Baoyi An, Tao Dai, Shutao Xia, Yaowei Wang
MambaVC: Learned Visual Compression with Selective State Spaces. CoRR (2024)
Sheng Yang, Jiawang Bai, Kuofeng Gao, Yong Yang, Yiming Li, Shutao Xia
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transformers. CoRR (2024)
Jiarui Yang, Tao Dai, Naiqi Li, Junxi Wu, Peiyuan Liu, Jinmin Li, Jigang Bao, Haigang Zhang, Shutao Xia
Generative Pre-Trained Diffusion Paradigm for Zero-Shot Time Series Forecasting. CoRR (2024)
Wenjie Li, Zhongren Wang, Jinpeng Wang, Shutao Xia, Jile Zhu, Mingjian Chen, Jiangke Fan, Jia Cheng, Jun Lei
ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit. SIGIR (2024)
Hao Fang, Jiawei Kong, Wenbo Yu, Bin Chen, Jiawei Li, Shutao Xia, Ke Xu
One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models. CoRR (2024)
Guanhao Gan, Yiming Li, Dongxian Wu, Shutao Xia
Towards Robust Model Watermark via Reducing Parametric Vulnerability. CoRR (2023)
Yutao Dong, Qing Li, Kaidong Wu, Ruoyu Li, Dan Zhao, Gareth Tyson, Junkun Peng, Yong Jiang, Shutao Xia, Mingwei Xu
HorusEye: A Realtime IoT Malicious Traffic Detection Framework using Programmable Switches. USENIX Security Symposium (2023)
Xiaojin Zhang, Wenjie Li, Kai Chen, Shutao Xia, Qiang Yang
Theoretically Principled Federated Learning for Balancing Privacy and Utility. CoRR (2023)
Mingqing Wang, Jiawei Li, Zhenyang Li, Chengxiao Luo, Bin Chen, Shutao Xia, Zhi Wang
Unsupervised Anomaly Detection with Local-Sensitive VQVAE and Global-Sensitive Transformers. CoRR (2023)
Lingyu Yang, Hongjia Li, Lei Li, Chengyin Xu, Shutao Xia, Chun Yuan
LET: Leveraging Error Type Information for Grammatical Error Correction. ACL (Findings) (2023)
Sen Yang, Ze Feng, Zhicheng Wang, Yanjie Li, Shoukui Zhang, Zhibin Quan, Shutao Xia, Wankou Yang
Detecting and grouping keypoints for multi-person pose estimation using instance-aware attention. Pattern Recognit. 136 (2023)
Rui Yu, Fei Xiao, Zhiliang Wang, Jiahai Yang, Dongqi Han, Zhihua Wang, Minghui Jin, Chenglong Li, Enhuan Dong, Shutao Xia
Anomaly Detection in Heterogeneous Time Series Data for Server-Monitoring Tasks. ISCC (2023)
Bowen Zhao, Chen Chen, Qian-Wei Wang, Anfeng He, Shutao Xia
Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment. AAAI (2023)
Ziyu Wei, Xi Xiao, Bin Zhang, Guangwu Hu, Qing Li, Shutao Xia
Graph Data Augmentation for Node Classification. ICPR (2022)
Jiawang Bai, Baoyuan Wu, Zhifeng Li, Shutao Xia
Versatile Weight Attack via Flipping Limited Bits. CoRR (2022)
Ning Kang, Shanzhao Qiu, Shifeng Zhang, Zhenguo Li, Shutao Xia
PILC: Practical Image Lossless Compression with an End-to-end GPU Oriented Neural Framework. CVPR (2022)
Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shutao Xia
Contrastive Masked Autoencoders for Self-Supervised Video Hashing. CoRR (2022)
Neng Wang, Yang Bai, Kun Yu, Yong Jiang, Shutao Xia, Yan Wang
Adaptive Frequency Learning in Two-branch Face Forgery Detection. CoRR (2022)
Xi Xiao, Wentao Xiao, Rui Li, Xiapu Luo, Haitao Zheng, Shutao Xia
EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification. IEEE Trans. Dependable Secur. Comput. 19 (5) (2022)
Bowen Zhao, Chen Chen, Xi Xiao, Shutao Xia
Towards a category-extended object detector with limited data. Pattern Recognit. 132 (2022)
Bowen Zhao, Chen Chen, Xi Xiao, Qi Ju, Shutao Xia
Energy Alignment for Bias Rectification in Class Incremental Learning. ICASSP (2022)
Jianghui Zhang, Bin Chen, Yujun Huang, Qiu Han, Zhi Wang, Shutao Xia
Improved DC Estimation for JPEG Compression Via Convex Relaxation. ICIP (2022)
Ning Kang, Shanzhao Qiu, Shifeng Zhang, Zhenguo Li, Shutao Xia
PILC: Practical Image Lossless Compression with an End-to-end GPU Oriented Neural Framework. CoRR (2022)
Tao Jin, Weichao Li, Qing Li, Qianyi Huang, Yong Jiang, Shutao Xia
FABMon: Enabling Fast and Accurate Network Available Bandwidth Estimation. IWQoS (2022)
Jiale Deng, Xiaogang Zhu, Xi Xiao, Sheng Wen, Qing Li, Shutao Xia
Fuzzing With Optimized Grammar-Aware Mutation Strategies. IEEE Access 9 (2021)
Ziyu Wei, Xi Xiao, Guangwu Hu, Bin Zhang, Qing Li, Shutao Xia
A Novel and High-Accuracy Rumor Detection Approach using Kernel Subtree and Deep Learning Networks. IJCNN (2021)
Yutao Dong, Qing Li, Richard O. Sinnott, Yong Jiang, Shutao Xia
ISP Self-Operated BGP Anomaly Detection Based on Weakly Supervised Learning. ICNP (2021)
Hanqi Zhang, Xi Xiao, Shiguang Ni, Changsheng Dou, Wei Zhou, Shutao Xia
Smartwatch User Authentication by Sensing Tapping Rhythms and Using One-Class DBSCAN. Sensors 21 (7) (2021)
Yunxiao Wang, Tao Dai, Bin Chen, Shutao Xia
Attribute Structured Knowledge Distillation. IJCNN (2021)
Peidong Liu, Zibin He, Xiyu Yan, Yong Jiang, Shutao Xia, Feng Zheng, Maowei Hu
WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations. CoRR (2021)
Xi Xiao, Wentao Xiao, Dianyan Zhang, Bin Zhang, Guangwu Hu, Qing Li, Shutao Xia
Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets. Comput. Secur. 108 (2021)
Kelong Mao, Xi Xiao, Guangwu Hu, Xiapu Luo, Bin Zhang, Shutao Xia
Byte-Label Joint Attention Learning for Packet-grained Network Traffic Classification. IWQoS (2021)
Jingyan Jiang, Ziyue Luo, Chenghao Hu, Zhaoliang He, Zhi Wang, Shutao Xia, Chuan Wu
Joint Model and Data Adaptation for Cloud Inference Serving. RTSS (2021)
Qianggang Ding, Sifan Wu, Tao Dai, Hao Sun, Jiadong Guo, Zhang-Hua Fu, Shutao Xia
Knowledge Refinery: Learning from Decoupled Label. AAAI (2021)
Bin Cheng, Tao Dai, Bin Chen, Shutao Xia, Xiu Li
Efficient Face Manipulation Via Deep Feature Disentanglement And Reintegration Net. ICASSP (2021)
Bo Li, Bin Chen, Yunxiao Wang, Tao Dai, Maowei Hu, Yong Jiang, Shutao Xia
Knowledge Distillation via Channel Correlation Structure. KSEM (2021)
Bowen Zhao, Chen Chen, Qi Ju, Shutao Xia
Energy Aligning for Biased Models. CoRR (2021)
Bowen Zhao, Chen Chen, Qi Ju, Shutao Xia
Learning Debiased Models with Dynamic Gradient Alignment and Bias-conflicting Sample Mining. CoRR (2021)
Jinpeng Wang, Bin Chen, Qiang Zhang, Zaiqiao Meng, Shangsong Liang, Shutao Xia
Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval. AAAI (2021)
Zhaoliang He, Hongshan Li, Zhi Wang, Shutao Xia, Wenwu Zhu
Adaptive Compression for Online Computer Vision: An Edge Reinforcement Learning Approach. ACM Trans. Multim. Comput. Commun. Appl. 17 (4) (2021)
Wenjie Li, Xue Yang, Xiaohu Tang, Shutao Xia
SDCN: Sparsity and Diversity Driven Correlation Networks for Traffic Demand Forecasting. IJCNN (2020)
Yan Feng, Baoyuan Wu, Yanbo Fan, Zhifeng Li, Shutao Xia
Efficient Black-Box Adversarial Attack Guided by the Distribution of Adversarial Perturbations. CoRR (2020)
Zhendong Peng, Xi Xiao, Guangwu Hu, Arun Kumar Sangaiah, Mohammed Atiquzzaman, Shutao Xia
ABFL: An autoencoder based practical approach for software fault localization. Inf. Sci. 510 (2020)
Dongxian Wu, Yisen Wang, Zhuobin Zheng, Shutao Xia
Temporal Calibrated Regularization for Robust Noisy Label Learning. CoRR (2020)
Xi Xiao, Dianyan Zhang, Guangwu Hu, Yong Jiang, Shutao Xia
CNN-MHSA: A Convolutional Neural Network and multi-head self-attention combined approach for detecting phishing websites. Neural Networks 125 (2020)
Bowen Zhao, Xi Xiao, Wanpeng Zhang, Bin Zhang, Guojun Gan, Shutao Xia
Self-Paced Probabilistic Principal Component Analysis For Data With Outliers. ICASSP (2020)
Yiming Li, Tongqing Zhai, Baoyuan Wu, Yong Jiang, Zhifeng Li, Shutao Xia
Rethinking the Trigger of Backdoor Attack. CoRR (2020)
Guorui Xie, Qing Li, Yong Jiang, Tao Dai, Gengbiao Shen, Rui Li, Richard O. Sinnott, Shutao Xia
SAM: Self-Attention based Deep Learning Method for Online Traffic Classification. NetAI@SIGCOMM (2020)
Bowen Zhao, Chen Chen, Wanpeng Xiao, Xi Xiao, Qi Ju, Shutao Xia
Towards A Category-extended Object Detector without Relabeling or Conflicts. CoRR (2020)
Dongxian Wu, Yisen Wang, Shutao Xia
Revisiting Loss Landscape for Adversarial Robustness. CoRR (2020)
Yan Feng, Bin Chen, Tao Dai, Shutao Xia
Adversarial Attack on Deep Product Quantization Network for Image Retrieval. CoRR (2020)
Jie Fang, Jianwu Lin, Shutao Xia, Yong Jiang, Zhikang Xia, Xiang Liu
Neural Network-based Automatic Factor Construction. CoRR (2020)
Yiming Li, Baoyuan Wu, Yan Feng, Yanbo Fan, Yong Jiang, Zhifeng Li, Shutao Xia
Toward Adversarial Robustness via Semi-supervised Robust Training. CoRR (2020)
Songtao Wang, Dan Li, Yang Cheng, Jinkun Geng, Yanshu Wang, Shuai Wang, Shutao Xia, Jianping Wu
A Scalable, High-Performance, and Fault-Tolerant Network Architecture for Distributed Machine Learning. IEEE/ACM Trans. Netw. 28 (4) (2020)
Bowen Zhao, Xi Xiao, Guojun Gan, Bin Zhang, Shutao Xia
Maintaining Discrimination and Fairness in Class Incremental Learning. CoRR (2019)
Dario Fuoli, Xiaoyong Shen, Shutao Xia, Yurong Dai, Jiaya Jia, Peng Yi, Zhongyuan Wang, Kui Jiang, Junjun Jiang, Jiayi Ma, Zhiwei Zhong, Shuhang Gu, Chenyang Wang, Junjun Jiang, Xianming Liu, Radu Timofte, Xin Tao, Wenbo Li, Taian Guo, Zijun Deng, Liying Lu, Tao Dai
AIM 2019 Challenge on Video Extreme Super-Resolution: Methods and Results. ICCV Workshops (2019)
Jie Fang, Zhikang Xia, Xiang Liu, Shutao Xia, Yong Jiang, Jianwu Lin
Alpha Discovery Neural Network based on Prior Knowledge. CoRR (2019)
Yang Zhang, Qingtao Tang, Yiming Li, Weipeng Huang, Shutao Xia
t-k-means: A k-means Variant with Robustness and Stability. CoRR (2019)
Hongshan Li, Yu Guo, Zhi Wang, Shutao Xia, Wenwu Zhu
AdaCompress: Adaptive Compression for Online Computer Vision Services. ACM Multimedia (2019)
Xi Xiao, Rui Li, Haitao Zheng, Runguo Ye, Arun Kumar Sangaiah, Shutao Xia
Novel dynamic multiple classification system for network traffic. Inf. Sci. 479 (2019)
Yiming Li, Jiawang Bai, Qingtao Tang, Yong Jiang, Chun Li, Shutao Xia
Multinomial Random Forests: Fill the Gap between Theoretical Consistency and Empirical Soundness. CoRR (2019)
Zhixiang Wang, Xi Xiao, Guangwu Hu, Yao Yao, Dianyan Zhang, Zhendong Peng, Qing Li, Shutao Xia
Non-local Self-attention Structure for Function Approximation in Deep Reinforcement Learning. ICASSP (2019)
Hongshan Li, Yu Guo, Zhi Wang, Shutao Xia, Wenwu Zhu
AdaCompress: Adaptive Compression for Online Computer Vision Services. CoRR (2019)
Jie Fang, Jianwu Lin, Yong Jiang, Shutao Xia
Prior Knowledge Neural Network for Automatic Feature Construction in Financial Time Series. CoRR (2019)
Yang Bai, Yan Feng, Yisen Wang, Tao Dai, Shutao Xia, Yong Jiang
Hilbert-Based Generative Defense for Adversarial Examples. ICCV (2019)
Bowen Zhao, Xi Xiao, Wanpeng Zhang, Bin Zhang, Shutao Xia
Self-Paced Probabilistic Principal Component Analysis for Data with Outliers. CoRR (2019)
Yao Yao, Xi Xiao, Chengping Zhang, Shutao Xia
Classifying Quality Centrality for Source Localization in Social Networks. ICWS (2018)
Rui Li, Xi Xiao, Shiguang Ni, Haitao Zheng, Shutao Xia
Byte Segment Neural Network for Network Traffic Classification. IWQoS (2018)
Dan Li, Songtao Wang, Konglin Zhu, Shutao Xia
A survey of network update in SDN. Frontiers Comput. Sci. 11 (1) (2017)
Xi Xiao, Peng Fu, Changsheng Dou, Qing Li, Guangwu Hu, Shutao Xia
worm propagation model in mobile internet. Commun. Nonlinear Sci. Numer. Simul. 43 (2017)
Qiang Guo, You He, Tao Jian, Haipeng Wang, Shutao Xia
An evidence clustering DSmT approximate reasoning method for more than two sources. Digit. Signal Process. 56 (2016)
Songtao Wang, Dan Li, Shutao Xia
The problems and solutions of network update in SDN: A survey. INFOCOM Workshops (2015)
Xiao Yang, Jianjiang Feng, Jie Zhou, Shutao Xia
Detection and segmentation of latent fingerprints. WIFS (2015)
Xi Xiao, Xinguang Tian, Qibin Zhai, Shutao Xia
Corrigendum to "A variable-length model for masquerade detection" [J. Syst. Softw. 85(2012) 2470-2478]. J. Syst. Softw. 86 (3) (2013)
Xi Xiao, Xinguang Tian, Qibin Zhai, Shutao Xia
A variable-length model for masquerade detection. J. Syst. Softw. 85 (11) (2012)
Shutao Xia, Fang-Wei Fu
On the Average Hamming Distance for Binary Codes. Discret. Appl. Math. 92 (1) (1999)
Shutao Xia, Fang-Wei Fu
On the Average Hamming Distance for Binary Codes. Discret. Appl. Math. 89 (1-3) (1998)
Shutao Xia, Fang-Wei Fu
Nonperiodic Cyclic Equivalence Classes of Cyclic Codes and Algebraic Constructions of Cyclically Permutable Codes. AAECC (1997)