A variable-length model for masquerade detection. - Xi Xiao 001; Xinguang Tian; Qibin Zhai; Shutao Xia (J. Syst. Softw., 2012)

Corrigendum to "A variable-length model for masquerade detection" [J. Syst. Softw. 85(2012) 2470-2478]. - Xi Xiao 001; Xinguang Tian; Qibin Zhai; Shutao Xia (J. Syst. Softw., 2013)

A dynamic execution offloading model for efficient mobile cloud computing. - Yong Jiang 001; Juhua He; Qing Li 006; Xi Xiao 001 (GLOBECOM, 2014)

Detecting Mobile Malware with TMSVM. - Xi Xiao 001; Xianni Xiao; Yong Jiang 001; Qing Li 006 (SecureComm (1), 2014)

Detection and Prevention of Code Injection Attacks on HTML5-Based Apps. - Xi Xiao 001; Ruibo Yan; Runguo Ye; Qing Li 006; Sancheng Peng; Yong Jiang 001 (CBD, 2015)

Towards adaptive elastic distributed Software Defined Networking. - Yanyu Chen; Qing Li 006; Yuan Yang 001; Qi Li 002; Yong Jiang 001; Xi Xiao 001 (IPCCC, 2015)

ANNs on Co-occurrence Matrices for Mobile Malware Detection. - Xi Xiao 001; Zhenlong Wang; Qi Li 002; Qing Li 006; Yong Jiang 001 (KSII Trans. Internet Inf. Syst., 2015)

Identifying Android malware with system call co-occurrence matrices. - Xi Xiao 001; Xianni Xiao; Yong Jiang 001; Xuejiao Liu 002; Runguo Ye (Trans. Emerg. Telecommun. Technol., 2016)

An Ontology-Based Latent Semantic Indexing Approach Using Long Short-Term Memory Networks. - Ningning Ma; Hai-Tao Zheng 002; Xi Xiao 001 (APWeb/WAIM (1), 2017)

A Learning Approach to Hierarchical Search Result Diversification. - Haitao Zheng 002; Zhuren Wang; Xi Xiao 001 (APWeb/WAIM (2), 2017)

Boost Clickbait Detection Based on User Behavior Analysis. - Hai-Tao Zheng 002; Xin Yao; Yong Jiang 001; Shu-Tao Xia; Xi Xiao 001 (APWeb/WAIM (2), 2017)

Tianji: Implementation of an Efficient Tracking Engine in the Mobile Internet Era. - Jin-Yuan Chen; Hai-Tao Zheng 002; Xi Xiao 001; Arun Kumar Sangaiah; Yong Jiang 001; Cong-Zhi Zhao (IEEE Access, 2017)

SAIDR: A New Dynamic Model for SMS-Based Worm Propagation in Mobile Networks. - Xi Xiao 001; Peng Fu; Guangwu Hu; Arun Kumar Sangaiah; Haitao Zheng 002; Yong Jiang 001 (IEEE Access, 2017)

Design and analysis of SEIQR worm propagation model in mobile internet. - Xi Xiao 001; Peng Fu; Changsheng Dou; Qing Li 006; Guangwu Hu; Shutao Xia (Commun. Nonlinear Sci. Numer. Simul., 2017)

Back-propagation neural network on Markov chains from system call sequences: a new approach for detecting Android malware with system call sequences. - Xi Xiao 001; Zhenlong Wang; Qing Li 006; Shu-Tao Xia; Yong Jiang 001 (IET Inf. Secur., 2017)

Quokka: Latency-Aware Middlebox Scheduling with dynamic resource allocation. - Qing Li 006; Yong Jiang 001; Pengfei Duan; Mingwei Xu 001; Xi Xiao 001 (J. Netw. Comput. Appl., 2017)

Modeling and validation of SMS worm propagation over social networks. - Xi Xiao 001; Peng Fu; Qing Li 006; Guangwu Hu; Yong Jiang 001 (J. Comput. Sci., 2017)

Self -Paced Mixture of T Distribution Model. - Yang Zhang 016; Qingtao Tang; Li Niu 002; Tao Dai 001; Xi Xiao 001; Shu-Tao Xia (ICASSP, 2018)

Classifying Quality Centrality for Source Localization in Social Networks. - Yao Yao 006; Xi Xiao 001; Chengping Zhang; Shutao Xia (ICWS, 2018)

Byte Segment Neural Network for Network Traffic Classification. - Rui Li 042; Xi Xiao 001; Shiguang Ni; Haitao Zheng 002; Shutao Xia (IWQoS, 2018)

Learning-based topic detection using multiple features. - Hai-Tao Zheng 002; Zhe Wang 010; Wei Wang 138; Arun Kumar Sangaiah; Xi Xiao 001; Cong-Zhi Zhao (Concurr. Comput. Pract. Exp., 2018)

A learnable search result diversification method. - Hai-Tao Zheng 002; Jinxin Han; Zhuren Wang; Xi Xiao 001 (Expert Syst. Appl., 2018)

CenLocShare: A centralized privacy-preserving location-sharing system for mobile online social networks. - Xi Xiao 001; Chunhui Chen 003; Arun Kumar Sangaiah; Guangwu Hu; Runguo Ye; Yong Jiang 001 (Future Gener. Comput. Syst., 2018)

New deep learning method to detect code injection attacks on hybrid applications. - Ruibo Yan; Xi Xiao 001; Guangwu Hu; Sancheng Peng; Yong Jiang 001 (J. Syst. Softw., 2018)

Weakly-supervised image captioning based on rich contextual information. - Hai-Tao Zheng 002; Zhe Wang 010; Ningning Ma; Jin-Yuan Chen; Xi Xiao 001; Arun Kumar Sangaiah (Multim. Tools Appl., 2018)

Non-local Self-attention Structure for Function Approximation in Deep Reinforcement Learning. - Zhixiang Wang; Xi Xiao 001; Guangwu Hu; Yao Yao 006; Dianyan Zhang; Zhendong Peng; Qing Li 006; Shutao Xia (ICASSP, 2019)

Steward: smart edge based joint QoE optimization for adaptive video streaming. - Xiaoteng Ma; Qing Li 006; Jimeng Chai; Xi Xiao 001; Shu-Tao Xia; Yong Jiang 001 (NOSSDAV, 2019)

Self-Paced Probabilistic Principal Component Analysis for Data with Outliers. - Bowen Zhao 003; Xi Xiao 001; Wanpeng Zhang 002; Bin Zhang 048; Shutao Xia (CoRR, 2019)

Classification of ransomware families with machine learning based on N-gram of opcodes. - Hanqi Zhang; Xi Xiao 001; Francesco Mercaldo; Shiguang Ni; Fabio Martinelli; Arun Kumar Sangaiah (Future Gener. Comput. Syst., 2019)

Novel dynamic multiple classification system for network traffic. - Xi Xiao 001; Rui Li 042; Haitao Zheng 002; Runguo Ye; Arun Kumar Sangaiah; Shutao Xia (Inf. Sci., 2019)

Android malware detection based on system call sequences and LSTM. - Xi Xiao 001; Shaofeng Zhang; Francesco Mercaldo; Guangwu Hu; Arun Kumar Sangaiah (Multim. Tools Appl., 2019)

Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks. - Tian Bian; Xi Xiao 001; Tingyang Xu; Peilin Zhao; Wenbing Huang 001; Yu Rong 001; Junzhou Huang (AAAI, 2020)

Maintaining Discrimination and Fairness in Class Incremental Learning. - Bowen Zhao 003; Xi Xiao 001; Guojun Gan; Bin Zhang 048; Shu-Tao Xia (CVPR, 2020)

Self-Paced Probabilistic Principal Component Analysis For Data With Outliers. - Bowen Zhao 003; Xi Xiao 001; Wanpeng Zhang 002; Bin Zhang 048; Guojun Gan; Shutao Xia (ICASSP, 2020)

Enhanced Image Restoration Via Supervised Target Feature Transfer. - Yuzhao Chen; Tao Dai 001; Xi Xiao 001; Jian Lu 002; Shu-Tao Xia (ICIP, 2020)

Hrnet: Hamiltonian Rescaling Network for Image Downscaling. - Yuzhao Chen; Xi Xiao 001; Tao Dai 001; Shu-Tao Xia (ICIP, 2020)

Adversarial Sparse Transformer for Time Series Forecasting. - Sifan Wu; Xi Xiao 001; Qianggang Ding; Peilin Zhao; Ying Wei 001; Junzhou Huang (NeurIPS, 2020)

Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach. - Kelong Mao; Xi Xiao 001; Jieming Zhu; Biao Lu 005; Ruiming Tang; Xiuqiang He 001 (SIGIR, 2020)

SpeedNeuzz: Speed Up Neural Program Approximation with Neighbor Edge Knowledge. - Yi Li; Xi Xiao 001; Xiaogang Zhu 001; Xiao Chen 002; Sheng Wen; Bin Zhang 048 (TrustCom, 2020)

ALBFL: A Novel Neural Ranking Model for Software Fault Localization via Combining Static and Dynamic Features. - Yuqing Pan; Xi Xiao 001; Guangwu Hu; Bin Zhang 048; Qing Li 006; Haitao Zheng 002 (TrustCom, 2020)

Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels? - Tian Bian; Xi Xiao 001; Tingyang Xu; Yu Rong 001; Wenbing Huang 001; Peilin Zhao; Junzhou Huang (CoRR, 2020)

Towards A Category-extended Object Detector without Relabeling or Conflicts. - Bowen Zhao 003; Chen Chen 015; Wanpeng Xiao; Xi Xiao 001; Qi Ju 002; Shutao Xia (CoRR, 2020)

Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes. - Bin Zhang 048; Wentao Xiao; Xi Xiao 001; Arun Kumar Sangaiah; Weizhe Zhang; Jiajia Zhang 001 (Future Gener. Comput. Syst., 2020)

ABFL: An autoencoder based practical approach for software fault localization. - Zhendong Peng; Xi Xiao 001; Guangwu Hu; Arun Kumar Sangaiah; Mohammed Atiquzzaman; Shutao Xia (Inf. Sci., 2020)

CNN-MHSA: A Convolutional Neural Network and multi-head self-attention combined approach for detecting phishing websites. - Xi Xiao 001; Dianyan Zhang; Guangwu Hu; Yong Jiang 001; Shutao Xia (Neural Networks, 2020)

Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control. - Wanpeng Zhang 002; Xiaoyan Cao; Yao Yao 006; Zhicheng An; Xi Xiao 001; Dijun Luo (ACML, 2021)

SimpleX: A Simple and Strong Baseline for Collaborative Filtering. - Kelong Mao; Jieming Zhu; Jinpeng Wang; Quanyu Dai; Zhenhua Dong; Xi Xiao 001; Xiuqiang He 001 (CIKM, 2021)

UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation. - Kelong Mao; Jieming Zhu; Xi Xiao 001; Biao Lu 005; Zhaowei Wang 002; Xiuqiang He 001 (CIKM, 2021)

Short and Distort Manipulations in the Cryptocurrency Market: Case Study, Patterns and Detection. - Xun Sun; Xi Xiao 001; Wentao Xiao; Bin Zhang 048; Guangwu Hu; Tian Wang (ICA3PP (3), 2021)

On Self-Distilling Graph Neural Network. - Yuzhao Chen; Yatao Bian; Xi Xiao 001; Yu Rong 001; Tingyang Xu; Junzhou Huang (IJCAI, 2021)

A Novel and High-Accuracy Rumor Detection Approach using Kernel Subtree and Deep Learning Networks. - Ziyu Wei; Xi Xiao 001; Guangwu Hu; Bin Zhang 048; Qing Li 006; Shutao Xia (IJCNN, 2021)

Byte-Label Joint Attention Learning for Packet-grained Network Traffic Classification. - Kelong Mao; Xi Xiao 001; Guangwu Hu; Xiapu Luo; Bin Zhang 048; Shutao Xia (IWQoS, 2021)

A LambdaMart-Based High-Accuracy Approach for Software Automatic Fault Localization. - Yunhao Xiao; Xi Xiao 001; Fang Tian; Guangwu Hu (WASA (2), 2021)

Fuzzing With Optimized Grammar-Aware Mutation Strategies. - Jiale Deng; Xiaogang Zhu 001; Xi Xiao 001; Sheng Wen; Qing Li 006; Shutao Xia (IEEE Access, 2021)

Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets. - Xi Xiao 001; Wentao Xiao; Dianyan Zhang; Bin Zhang 048; Guangwu Hu; Qing Li 006; Shutao Xia (Comput. Secur., 2021)

Diversified Multiscale Graph Learning with Graph Self-Correction. - Yuzhao Chen; Yatao Bian; Jiying Zhang; Xi Xiao 001; Tingyang Xu; Yu Rong 001; Junzhou Huang (CoRR, 2021)

MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning. - Wanpeng Zhang 002; Xi Xiao 001; Yao Yao 006; Mingzhe Chen; Dijun Luo (CoRR, 2021)

SAMLDroid: A Static Taint Analysis and Machine Learning Combined High-Accuracy Method for Identifying Android Apps with Location Privacy Leakage Risks. - Guangwu Hu; Bin Zhang 048; Xi Xiao 001; Weizhe Zhang; Long Liao; Ying Zhou; Xia Yan (Entropy, 2021)

Molecular graph enhanced transformer for retrosynthesis prediction. - Kelong Mao; Xi Xiao 001; Tingyang Xu; Yu Rong 001; Junzhou Huang; Peilin Zhao (Neurocomputing, 2021)

ALBFL: A novel neural ranking model for software fault localization via combining static and dynamic features. - Xi Xiao 001; Yuqing Pan; Bin Zhang 048; Guangwu Hu; Qing Li 006; Runiu Lu (Inf. Softw. Technol., 2021)

Smartwatch User Authentication by Sensing Tapping Rhythms and Using One-Class DBSCAN. - Hanqi Zhang; Xi Xiao 001; Shiguang Ni; Changsheng Dou; Wei Zhou; Shutao Xia (Sensors, 2021)

Efficient and Stable Information Directed Exploration for Continuous Reinforcement Learning. - Mingzhe Chen; Xi Xiao 001; Wanpeng Zhang 002; Xiaotian Gao (ICASSP, 2022)

Learnable Hypergraph Laplacian for Hypergraph Learning. - Jiying Zhang; Yuzhao Chen; Xi Xiao 001; Runiu Lu; Shu-Tao Xia (ICASSP, 2022)

Energy Alignment for Bias Rectification in Class Incremental Learning. - Bowen Zhao 003; Chen Chen 015; Xi Xiao 001; Qi Ju 002; Shutao Xia (ICASSP, 2022)

Neural Architecture Searching for Facial Attributes-based Depression Recognition. - Mingzhe Chen; Xi Xiao 001; Bin Zhang 048; Xinyu Liu; Runiu Lu (ICPR, 2022)

Graph Data Augmentation for Node Classification. - Ziyu Wei; Xi Xiao 001; Bin Zhang 048; Guangwu Hu; Qing Li 006; Shutao Xia (ICPR, 2022)

Path Transitions Tell More: Optimizing Fuzzing Schedules via Runtime Program States. - Kunpeng Zhang; Xi Xiao 001; Xiaogang Zhu 001; Ruoxi Sun 001; Minhui Xue 001; Sheng Wen (ICSE, 2022)

Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport. - Jiying Zhang; Xi Xiao 001; Long-Kai Huang; Yu Rong 001; Yatao Bian (IJCAI, 2022)

BARS: Towards Open Benchmarking for Recommender Systems. - Jieming Zhu; Quanyu Dai; Liangcai Su; Rong Ma; Jinyang Liu 002; Guohao Cai; Xi Xiao 001; Rui Zhang 003 (SIGIR, 2022)

Soter: Deep Learning Enhanced In-Network Attack Detection Based on Programmable Switches. - Guorui Xie; Qing Li 006; Chupeng Cui; Peican Zhu; Dan Zhao 003; Wanxin Shi; Zhuyun Qi; Yong Jiang 001; Xi Xiao 001 (SRDS, 2022)

Diversified Multiscale Graph Learning with Graph Self-Correction. - Yuzhao Chen; Yatao Bian; Jiying Zhang; Xi Xiao 001; Tingyang Xu; Yu Rong 001 (TAG-ML, 2022)

PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation. - Yi Li; Jieming Zhu; Weiwen Liu; Liangcai Su; Guohao Cai; Qi Zhang 001; Ruiming Tang; Xi Xiao 001; Xiuqiang He 001 (WWW (Companion Volume), 2022)

Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs. - Jiying Zhang; Fuyang Li; Xi Xiao 001; Tingyang Xu; Yu Rong 001; Junzhou Huang; Yatao Bian (CoRR, 2022)

A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process. - Fuyang Li; Jiying Zhang; Xi Xiao 001; Bin Zhang 048; Dijun Luo (CoRR, 2022)

A co-occurrence matrix based masquerade detection method in in-vehicle network. - Bin Zhang 048; Xi Xiao 001; Weizhe Zhang; Arun Kumar Sangaiah; Ying Zhou; Xinyu Liu (Trans. Emerg. Telecommun. Technol., 2022)

Towards a category-extended object detector with limited data. - Bowen Zhao 003; Chen Chen 015; Xi Xiao 001; Shutao Xia (Pattern Recognit., 2022)

EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification. - Xi Xiao 001; Wentao Xiao; Rui Li 042; Xiapu Luo; Haitao Zheng 002; Shutao Xia (IEEE Trans. Dependable Secur. Comput., 2022)

DetOH: An Anchor-Free Object Detector with Only Heatmaps. - Ruohao Wu; Xi Xiao 001; Guangwu Hu; Hanqing Zhao; Han Zhang; Yongqing Peng (ADMA (2), 2023)

ReviewLocator: Enhance User Review-Based Bug Localization with Bug Reports. - Renjie Xiao; Xi Xiao 001; Le Yu 002; Bin Zhang 048; Guangwu Hu; Qing Li 006 (ADMA (5), 2023)

AAP: Defending Against Website Fingerprinting Through Burst Obfuscation. - Zhenyu Yang; Xi Xiao 001; Bin Zhang 048; Guangwu Hu; Qing Li 006; Qixu Liu (ADMA (5), 2023)

Follow the Will of the Market: A Context-Informed Drift-Aware Method for Stock Prediction. - Chen-Hui Song; Xi Xiao 001; Bin Zhang 048; Shu-Tao Xia (CIKM, 2023)

Time-aware Graph Structure Learning via Sequence Prediction on Temporal Graphs. - Haozhen Zhang; Xueting Han; Xi Xiao 001; Jing Bai 010 (CIKM, 2023)

Fibonet: A Light-weight and Efficient Neural Network for Image Segmentation. - Ruohao Wu; Xi Xiao 001; Guangwu Hu; Hanqing Zhao; Han Zhang; Yongqing Peng (ICIP, 2023)

Metis: Understanding and Enhancing In-Network Regular Expressions. - Zhengxin Zhang; Yucheng Huang; Guanglin Duan; Qing Li 006; Dan Zhao 003; Yong Jiang 001; Lianbo Ma 004; Xi Xiao 001; Hengyang Xu (NeurIPS, 2023)

A Simple yet Strong Approach for Installation Prediction in ShareChat Ads. - Xiaoteng Shen; Liangcai Su; Zhutian Lin; Xi Xiao 001 (RecSys Challenge, 2023)

Phish2vec: A Temporal and Heterogeneous Network Embedding Approach for Detecting Phishing Scams on Ethereum. - Zhutian Lin; Xi Xiao 001; Guangwu Hu; Bin Zhang 048; Qixu Liu; Xiapu Luo (SECON, 2023)

BehavSniffer: Sniff User Behaviors from the Encrypted Traffic by Traffic Burst Graphs. - Tiru Wu; Xi Xiao 001; Qing Li 006; Qixu Liu; Guangwu Hu; Xiapu Luo; Yong Jiang 001 (SECON, 2023)

Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for Recommendation. - Liangcai Su; Fan Yan; Jieming Zhu; Xi Xiao 001; Haoyi Duan; Zhou Zhao 001; Zhenhua Dong; Ruiming Tang (SIGIR, 2023)

StyleFool: Fooling Video Classification Systems via Style Transfer. - Yuxin Cao; Xi Xiao 001; Ruoxi Sun 001; Derui Wang; Minhui Xue 001; Sheng Wen (SP, 2023)

A lightweight and high-precision approach for bulky JavaScript engines fuzzing. - Lianpei Zhou; Xi Xiao 001; Guangwu Hu; Hao Li 027; Xiangbo Wu; Tao Zhou (TrustCom, 2023)

TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification. - Haozhen Zhang; Le Yu 002; Xi Xiao 001; Qing Li 006; Francesco Mercaldo; Xiapu Luo; Qixu Liu (WWW, 2023)

TCGNN: Packet-grained network traffic classification via Graph Neural Networks. - Guangwu Hu; Xi Xiao 001; Meng Shen; Bin Zhang 048; Xia Yan; Yunxia Liu (Eng. Appl. Artif. Intell., 2023)

BugRadar: Bug localization by knowledge graph link prediction. - Xi Xiao 001; Renjie Xiao; Qing Li 006; Jianhui Lv; Shunyan Cui; Qixu Liu (Inf. Softw. Technol., 2023)

DiffTREAT: Differentiated Traffic Scheduling Based on RNN in Data Centers. - Ziqi Wei 004; Qing Li 006; Keke Zhu; Jianer Zhou; Longhao Zou; Yong Jiang 001; Xi Xiao 001 (IEEE Trans. Cloud Comput., 2023)

Tracking phishing on Ethereum: Transaction network embedding approach for accounts representation learning. - Zhutian Lin; Xi Xiao 001; Guangwu Hu; Qing Li 006; Bin Zhang 048; Xiapu Luo (Comput. Secur., 2023)

LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer. - Yuxin Cao; Ziyu Zhao; Xi Xiao 001; Derui Wang; Minhui Xue 001; Jin Lu (AAAI, 2024)

STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation. - Liangcai Su; Junwei Pan; Ximei Wang; Xi Xiao 001; Shijie Quan; Xihua Chen; Jie Jiang 015 (AAAI, 2024)

CapsuleFormer: A Capsule and Transformer combined model for Decentralized Application encrypted traffic classification. - Xiang Zhou; Xi Xiao 001; Qing Li 006; Bin Zhang 048; Guangwu Hu; Xiapu Luo; Tianwei Zhang 004 (AsiaCCS, 2024)

ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance. - Ling-Hao Chen; Yuanshuo Zhang; Taohua Huang; Liangcai Su; Zeyi Lin; Xi Xiao 001; Xiaobo Xia; Tongliang Liu (CIKM, 2024)

Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing. - Youwei Shu; Xi Xiao 001; Derui Wang; Yuxin Cao; Siji Chen; Jason Xue 002; Linyi Li 001; Bo Li 026 (ICML, 2024)

Understanding the Influence of Extremely High-Degree Nodes on Graph Anomaly Detection. - Xun Sun; Xi Xiao 001; Zhaoguo Wang; Guangwu Hu; Xuhui Jiang; Bin Zhang 048; Hao Li 027 (ICPR (7), 2024)

Genos: General In-Network Unsupervised Intrusion Detection by Rule Extraction. - Ruoyu Li 003; Qing Li 006; Yu Zhang; Dan Zhao 003; Xi Xiao 001; Yong Jiang 001 (INFOCOM, 2024)

CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision. - Hao Wang 226; Zeyu Gao; Chao Zhang 008; Zihan Sha; Mingyang Sun; Yuchen Zhou 007; Wenyu Zhu; Wenju Sun; Han Qiu 001; Xi Xiao 001 (ISSTA, 2024)

CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection. - Hao Wang 226; Zeyu Gao; Chao Zhang 008; Mingyang Sun; Yuchen Zhou 007; Han Qiu 001; Xi Xiao 001 (ISSTA, 2024)

Incremental Context-free Grammar Inference in Black Box Settings. - Feifei Li; Xiao Chen 002; Xi Xiao 001; Xiaoyu Sun 002; Chuan Chen; Shaohua Wang 002; Jitao Han (ASE, 2024)

Understanding the Ranking Loss for Recommendation with Sparse User Feedback. - Zhutian Lin; Junwei Pan; Shangyu Zhang; Ximei Wang; Xi Xiao 001; Shudong Huang; Lei Xiao 001; Jie Jiang 015 (KDD, 2024)

ShapFuzz: Efficient Fuzzing via Shapley-Guided Byte Selection. - Kunpeng Zhang; Xiaogang Zhu 001; Xi Xiao 001; Minhui Xue 001; Chao Zhang 008; Sheng Wen (NDSS, 2024)

SDformer: Similarity-driven Discrete Transformer For Time Series Generation. - Zhicheng Chen; Shibo Feng; Zhong Zhang 014; Xi Xiao 001; Xingyu Gao 001; Peilin Zhao (NeurIPS, 2024)

LocalStyleFool: Regional Video Style Transfer Attack Using Segment Anything Model. - Yuxin Cao; Jinghao Li; Xi Xiao 001; Derui Wang; Minhui Xue 001; Hao Ge; Wei Liu; Guangwu Hu (SP (Workshops), 2024)

PMG : Personalized Multimodal Generation with Large Language Models. - Xiaoteng Shen; Rui Zhang 003; Xiaoyan Zhao 005; Jieming Zhu; Xi Xiao 001 (WWW, 2024)

One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning. - Haozhen Zhang; Xi Xiao 001; Le Yu 002; Qing Li 006; Zhen Ling 001; Ye Zhang (CoRR, 2024)

CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision. - Hao Wang 003; Zeyu Gao; Chao Zhang 008; Zihan Sha; Mingyang Sun; Yuchen Zhou 007; Wenyu Zhu; Wenju Sun; Han Qiu 001; Xi Xiao 001 (CoRR, 2024)

CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection. - Hao Wang 003; Zeyu Gao; Chao Zhang 008; Mingyang Sun; Yuchen Zhou 007; Han Qiu 001; Xi Xiao 001 (CoRR, 2024)

Disentangled Representation with Cross Experts Covariance Loss for Multi-Domain Recommendation. - Zhutian Lin; Junwei Pan; Haibin Yu; Xi Xiao 001; Ximei Wang; Zhixiang Feng; Shifeng Wen; Shudong Huang; Lei Xiao 001; Jie Jiang 015 (CoRR, 2024)

Query-Efficient Video Adversarial Attack with Stylized Logo. - Duoxun Tang; Yuxin Cao; Xi Xiao 001; Derui Wang; Sheng Wen; Tianqing Zhu (CoRR, 2024)

A comprehensive analysis of website fingerprinting defenses on Tor. - Xi Xiao 001; Xiang Zhou; Zhenyu Yang; Le Yu 002; Bin Zhang 048; Qixu Liu; Xiapu Luo (Comput. Secur., 2024)

Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model. - Haozhen Zhang; Haodong Yue; Xi Xiao 001; Le Yu 002; Qing Li 006; Zhen Ling 001; Ye Zhang (AAAI, 2025)

Crocodile: Cross Experts Covariance for Disentangled Learning in Multi-Domain Recommendation. - Zhutian Lin; Junwei Pan; Haibin Yu; Xi Xiao 001; Ximei Wang; Zhixiang Feng; Shifeng Wen; Shudong Huang; Dapeng Liu; Lei Xiao 001 (CIKM, 2025)

SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design. - Wenxin Tang; Jingyu Xiao; Wenxuan Jiang; Xi Xiao 001; Yuhang Wang 036; Xuxin Tang; Qing Li 006; Yuehe Ma; Junliang Liu; Shisong Tang; Michael R. Lyu (EMNLP, 2025)

High-Efficiency Fuzzing Technique Using Hooked I/O System Calls for Targeted Input Analysis. - Wenju Sun; Xi Xiao 001; Qiben Yan; Guangwu Hu; Qing Li 006; Chuan Chen (ESORICS (3), 2025)

CLRDMMF: A Contrastive Learning-based Rumor Detection Model with Multi-feature Fusion. - Guangwu Hu; Xi Xiao 001; Zongchen Cai; Cheng Huang; Yuzhang Huang; Yongjie Yin; Wei Liu (ICNP, 2025)

Patch the Leak: Strengthening CodeLLMs Against Privacy Extraction Threats. - Yongjian Guo; Wanlun Ma; Xi Xiao 001; Sheng Wen; Peng Di; Xiaogang Zhu 001 (ISSTA Companion, 2025)

Relational Graph Attention Network Combined with Burst Position Encoding for Traffic Classification. - Siji Chen; Xi Xiao 001; Guangwu Hu; Le Yu 002; Qing Li 006; Hao Li 027; Qingjun Yuan; Dengpan Ye (IWQoS, 2025)

DTPN: A Diffusion-based Traffic Purification Network for Tor Website Fingerprinting. - Chenchen Yang; Xi Xiao 001; Guangwu Hu; Zhen Ling 001; Hao Li 027; Bin Zhang 048 (WSDM, 2025)

A novel high-accuracy graph neural network-based rumor detection method. - Xi Xiao 001; Zeming Wu; Chengzong Cai; Tian Bian; Guangwu Hu; Qing Li 006; Cheng Huang (Eng. Appl. Artif. Intell., 2025)

MGCP: A Multi-Grained Correlation based Prediction Network for multivariate time series. - Zhicheng Chen; Xi Xiao 001; Ke Xu 002; Zhong Zhang 014; Yu Rong 001; Qing Li 006; Guojun Gan; Zhiqiang Xu 003; Peilin Zhao (Neurocomputing, 2025)

One Mutation Fits All: Exploring Universal Library Fuzzing Based on Exogenous Mutation. - Ruiqi Dong; Fanke Tong; He Huang; Xiaogang Zhu 001; Xi Xiao 001; Shaohua Wang 002; Sheng Wen; Yang Xiang 001 (IEEE Trans. Dependable Secur. Comput., 2025)

RBLJAN: Robust Byte-Label Joint Attention Network for Network Traffic Classification. - Xi Xiao 001; Shuo Wang 012; Guangwu Hu; Qing Li 006; Kelong Mao; Xiapu Luo; Bin Zhang 048; Shutao Xia (IEEE Trans. Dependable Secur. Comput., 2025)

BazzAFL: Moving Fuzzing Campaigns Towards Bugs via Grouping Bug-Oriented Seeds. - Kai Ye; Xiaogang Zhu 001; Xi Xiao 001; Sheng Wen; Minhui Xue 001; Yang Xiang 001 (IEEE Trans. Dependable Secur. Comput., 2025)

Image Shooting Parameter-Guided Cascade Image Retouching Network: Think Like an Artist. - Hailong Ma; Sibo Feng; Xi Xiao 001; Chenyu Dong; Xingyue Cheng (IEEE Trans. Multim., 2025)

InforTest: Informer-Based Testing for Applications in the Internet of Robotic Things. - Yuanxiang Shi; Xi Xiao 001; Qing-Long Han; Jiong Jin; Sheng Wen; Yang Xiang 001 (IEEE Trans. Ind. Informatics, 2025)

Robust k-Means-Type Clustering for Noisy Data. - Xi Xiao 001; Hailong Ma; Guojun Gan; Qing Li 006; Bin Zhang 048; Shutao Xia (IEEE Trans. Neural Networks Learn. Syst., 2025)

MSDformer: Multi-scale Discrete Transformer For Time Series Generation. - Zhicheng Chen; Shibo Feng; Xi Xiao 001; Zhong Zhang 014; Qing Li 006; Xingyu Gao 001; Peilin Zhao (CoRR, 2025)

Systematic Analysis of MCP Security. - Yongjian Guo; Puzhuo Liu; Wanlun Ma; Zehang Deng; Xiaogang Zhu 001; Peng Di; Xi Xiao 001; Sheng Wen (CoRR, 2025)

CrystalDiT: A Diffusion Transformer for Crystal Generation. - Xiaohan Yi; Guikun Xu; Xi Xiao 001; Zhong Zhang 014; Liu Liu 014; Yatao Bian; Peilin Zhao (CoRR, 2025)

DetecVFuzz: Enhancing Security in Consumer Electronic Devices Through Scalable Vulnerability Testing of Virtual Devices. - Xi Xiao 001; Yongjian Guo; Alireza Jolfaei; Chuan Chen; Mohammad Sayad Haghighi; Sheng Wen; Yuanyi Lin (IEEE Trans. Consumer Electron., 2025)

FeatureFool: Zero-Query Fooling of Video Models via Feature Map. - Duoxun Tang; Xi Xiao 001; Guangwu Hu; Kangkang Sun; Xiao Yang; Dongyang Chen; Qing Li 006; Yongjie Yin; Jiyao Wang (CoRR, 2025)

A Unified Random Walk, Its Induced Laplacians and Spectral Convolutions for Deep Hypergraph Learning. - Jiying Zhang; Fuyang Li; Xi Xiao 001; Guanzi Chen; Tingyang Xu; Yu Rong 001; Junzhou Huang; Yatao Bian (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

TWINFUZZ: Dual-Model Fuzzing for Robustness Generalization in Deep Learning. - Enze Dai; Wentao Mo; Kun Hu 008; Xiaogang Zhu 001; Xi Xiao 001; Sheng Wen; Shaohua Wang 002; Yang Xiang 001 (AAAI, 2026)

CrystalDiT: Simple Diffusion Transformers for Crystal Generation. - Xiaohan Yi; Guikun Xu; Zhong Zhang 014; Liu Liu 014; Yatao Bian; Xi Xiao 001; Peilin Zhao (AAAI, 2026)

Traffic burst relational graph attention network combined position encoding for traffic classification. - Xi Xiao 001; Zeming Wu; Siji Chen; Guangwu Hu; Le Yu 002; Qing Li 006; Hao Li 027; Qingjun Yuan (Comput. Networks, 2026)

MaliVD: Source Code Vulnerability Localization via Attention-Based Multi-Modal Learning. - Enze Dai; Shuo Wang 012; Xi Xiao 001; Qing Li 006; Sheng Wen; Tianqing Zhu (IEEE Trans. Inf. Forensics Secur., 2026)

Context-Free Grammar Inference for Complex Programming Languages in Black Box Settings. - Feifei Li; Xiao Chen 002; Xiaoyu Sun 002; Xi Xiao 001; Shaohua Wang 002; Yong Ding 005; Sheng Wen; Qing Li 006 (CoRR, 2026)

V-Retrver: Evidence-Driven Agentic Reasoning for Universal Multimodal Retrieval. - Dongyang Chen; Chaoyang Wang; Dezhao Su; Xi Xiao 001; Zeyu Zhang; Jing Xiong; Qing Li 006; Yuzhang Shang; Shichao Kan (CoRR, 2026)

Sword: Style-Robust World Models as Simulators via Dynamic Latent Bootstrapping for VLA Policy Post-Training. - Jiaxuan Gao; Yongjian Guo; Zhong Guan; Wen Huang; Wanlun Ma; Xi Xiao 001; Junwu Xiong; Sheng Wen (CoRR, 2026)

VulTriage: Triple-Path Context Augmentation for LLM-Based Vulnerability Detection. - Wenxin Tang; Xiang Zhang; Junliang Liu; Jingyu Xiao; Xi Xiao 001; Jinlong Yang; Yuehe Ma; Zhenyu Liu; Zhengheng Li; Zicheng Wang; Wang Luo; Qing Li 006; et al. (CoRR, 2026)

LGA: lightweight design and privacy analysis of generative agents in social simulations. - Yongjian Guo; Xiaoxiao Lu; Wanlun Ma; Xi Xiao 001; Tianqing Zhu (Int. J. Inf. Sec., 2026)