| 2025 | AAAI | NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification. | Xiaolong Xu, Yibo Zhou, Haolong Xiang, Xiaoyong Li, Xuyun Zhang, Lianyong Qi, Wanchun Dou |
| 2025 | CCS | 1BIT: Persistent Path Validation with Customized Noise Signal Characteristics. | Keji Miao, Jie Yuan, Xinghai Wei, Xingwu Wang, Dongqi Han, Haiguang Wang, Runshan Hu, Xiaoyong Li, Zitong Jin, Wenqi Chen |
| 2025 | ICML | DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced Hybrid Prompt Tuning. | Xiaolong Xu, Yibo Zhou, Haolong Xiang, Xiaoyong Li, Xuyun Zhang, Lianyong Qi, Wanchun Dou |
| 2025 | IJCAI | Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion. | Haolong Xiang, Xiaolong Xu, Guangdong Wang, Xuyun Zhang, Xiaoyong Li, Qi Zhang, Amin Beheshti, Wei Fan |
| 2025 | IJCAI | MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection. | Yifan Zhang, Haolong Xiang, Xiaolong Xu, Zishun Rui, Xiaoyong Li, Lianyong Qi, Fei Dai |
| 2025 | ICWS | Layer-Wise Decoupling for Personalized Federated Learning in Web-Sourced Non-Iid Data. | Yong Cheng, Fengyu Dong, Ruoshui Wang, Haolong Xiang, Guoqiang Liu, Xiaoyong Li, Xiaolong Xu |
| 2025 | ICWS | FedMLU: Mitigating Source Inference Attacks in Federated Learning Without Losing Utility for Secure IoT Services. | Mengmeng Cui, Hao Cheng, Xuanru Guo, Haolong Xiang, Kun Yi, Xiaoyong Li, Xiaolong Xu |
| 2025 | ICWS | Enhancing Conditional Diffusion Model Robustness in Inference with Optimal Combination Factor. | Weifeng Xu, Xiang Zhu, Xiaoyong Li |
| 2025 | UAI | FALCON: Adaptive Cross-Domain APT Attack Investigation with Federated Causal Learning. | Jialu Tang, Yali Gao, Xiaoyong Li, Jiawei Li, Shui Yu, Binxing Fang |
| 2024 | DAC | Whisper: Timing the Transient Execution to Leak Secrets and Break KASLR. | Yu Jin, Chunlu Wang, Pengfei Qiu, Chang Liu, Yihao Yang, Hongpei Zheng, Yongqiang Lyu, Xiaoyong Li, Gang Qu, Dongsheng Wang |
| 2024 | ICA3PP | An Enhanced Intrusion Detection Method Combined with Contrastive Federated Learning. | Yueqin Ge, Yali Gao, Xiaoyong Li, Binsi Cai, Jinwen Xi, Qiang Han, Yongxin Liang |
| 2024 | ICANN | FashionGPT: A Large Vision-Language Model for Enhancing Fashion Understanding. | Duanxiao Song, Dehong Gao, Gongshen Liu, Xiaoyong Li |
| 2024 | ISPA | SE-LeNet: A Data Reconstruction Method for Dissolved Oxygen in Tropical Pacific with Deep Learning. | Ruixin Cao, Shuchang Wang, Senliang Bao, Xiaoyong Li, Jiaming Tan, Chengcheng Shao |
| 2024 | ISPA | DcKE: A Dual Encoder-decoder Knowledge Embedding Model for Link Prediction. | Jiarun Lin, Xiaoli Ren, Xiaoyong Li, Qing Xu, Xiang Zhu, Xinyu Chen |
| 2024 | ISPA | A Hybrid Feature Selection Method Based on Imbalanced Learning for Wave Prediction. | Qinjie Lin, Xiaoli Ren, Hao Sun, Jiaming Tan, Xiaoyong Li, Jingze Lu |
| 2023 | ICCAD | Exploration and Exploitation of Hidden PMU Events. | Yihao Yang, Pengfei Qiu, Chunlu Wang, Yu Jin, Qiang Gao, Xiaoyong Li, Dongsheng Wang, Gang Qu |
| 2023 | ICPADS | SIC-TFRF: Sea Ice Classification with Textural Features and Random Forest. | Ruixin Cao, Xiang Zhu, Hui Zhang, Kefeng Deng, Xiaoli Ren, Xiaoyong Li |
| 2023 | ICPADS | N-MlpE: Optimizing Multilayer Perceptron Network-based Knowledge Graph Embedding Model with Neighborhood Information. | Qing Xu, Xiaoli Ren, Kaijun Ren, Jiarun Lin, Xiaoyong Li |
| 2023 | RAID | Efficient Membership Inference Attacks against Federated Learning via Bias Differences. | Liwei Zhang, Linghui Li, Xiaoyong Li, Binsi Cai, Yali Gao, Ruobin Dou, Luying Chen |
| 2023 | WCNC | A Lightweight Bit-Operation Abnormal Traffic Detection Method Based On XNOR-CNN. | Yueqin Ge, Xiaoyong Li, Binsi Cai |
| 2023 | TrustCom | TGCN-DA: A Temporal Graph Convolutional Network with Data Augmentation for High Accuracy Insider Threat Detection. | Ximing Li, Linghui Li, Xiaoyong Li, Binsi Cai, Bingyu Li |
| 2022 | DSN | A Two-Layer Soft-Voting Ensemble Learning Model For Network Intrusion Detection. | Wenbin Yao, Longcan Hu, Yingying Hou, Xiaoyong Li |
| 2022 | ICDM | Neural Network Driven by Space-time Partial Differential Equation for Predicting Sea Surface Temperature. | Taikang Yuan, Junxing Zhu, Kaijun Ren, Wuxin Wang, Xiang Wang, Xiaoyong Li |
| 2022 | ICONIP | ISP-FESAN: Improving Significant Wave Height Prediction with Feature Engineering and Self-attention Network. | Jiaming Tan, Xiaoyong Li, Junxing Zhu, Xiang Wang, Xiaoli Ren, Juan Zhao |
| 2022 | IJCNN | SECT: A Successively Conditional Transformer for Controllable Paraphrase Generation. | Tang Xue, Yuran Zhao, Chaoqi Yang, Gongshen Liu, Xiaoyong Li |
| 2022 | ISPA | Non-Cooperative Game for Edge Server Placement in Wireless Body Area Network. | Xiaolong Xu, Yiming Fei, Xiaokang Zhou, Xiaoyong Li, Yong Cheng, Lianyong Qi, Wanchun Dou |
| 2022 | MMM | Bi-attention Modal Separation Network for Multimodal Video Fusion. | Pengfei Du, Yali Gao, Xiaoyong Li |
| 2022 | SMC | OSP-FEAN: Optimizing Significant Wave Height Prediction with Feature Engineering and Attention Network. | Jiaming Tan, Junxing Zhu, Xiaoyong Li, Xiaoli Ren, Chengwu Zhao |
| 2022 | SMC | ConvLSTM-CRF: Sea Ice Concentration Prediction with ConvLSTM and Conditional Random Fields. | Hui Zhang, Xiaoyong Li, Kaijun Ren, Xiaoli Ren, Penglun Li, Libo Wang |
| 2022 | UIC | Robust Spatio-Temporal Trajectory Modeling Based on Auto-Gated Recurrent Unit. | Jia Jia, Xiaoyong Li, Ximing Li, Linghui Li, Jie Yuan, Hongmiao Wang, Yali Gao, Pengfei Qiu, Jialu Tang |
| 2022 | UIC | A Novel Hybrid Model Based on Dual Attention Networks for Significant Wave Height Forecast. | Jiaming Tan, Junxing Zhu, Kaijun Ren, Xiaoyong Li, Renze Dong, Yunjie Lan |
| 2022 | UIC | Position Error Correction for Satellite Precipitation Products Using Image Registration based on Unsupervised Learning. | Wenlong Tian, Xiaoqun Cao, Xiaoyong Li, Kecheng Peng |
| 2022 | UIC | Physics-Based Spatio-Temporal Modeling With Machine Learning for the Prediction of Oceanic Internal Waves. | Song Wu, Xiaojiang Zhang, Wei Dong, Senzhang Wang, Xiaoyong Li, Senliang Bao, Kai Li |
| 2022 | UIC | MlpE: Knowledge Graph Embedding with Multilayer Perceptron Networks. | Qing Xu, Kaijun Ren, Xiaoli Ren, Shuibin Long, Xiaoyong Li |
| 2022 | UIC | Noise-Aware Subband Attention Network for Underwater Acoustic Signal Denoising. | Aolong Zhou, Wen Zhang, Xiaoyong Li, Guojun Xu, Bingbing Zhang, Junqiang Song |
| 2021 | DASFAA | A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks. | Xiang Wang, Xiaoyong Li, Junxing Zhu, Zichen Xu, Kaijun Ren, Weiming Zhang, Xinwang Liu, Kui Yu |
| 2021 | ICIP | Improving the Generalization Ability of Deepfake Detection via Disentangled Representation Learning. | Jiashang Hu, Shilin Wang, Xiaoyong Li |
| 2021 | ICONIP | Speaker Verification with Disentangled Self-attention. | Junjie Guo, Zhiyuan Ma, Haodong Zhao, Gongshen Liu, Xiaoyong Li |
| 2021 | IJCNN | Friends Recommendation Based on KBERT-CNN Text Classification Model. | Ning Pan, Wenbin Yao, Xiaoyong Li |
| 2021 | MMM | Deep Attributed Network Embedding with Community Information. | Li Xue, Wenbin Yao, Yamei Xia, Xiaoyong Li |
| 2020 | CIS | A High Accuracy DNS Tunnel Detection Method Without Feature Engineering. | Yang Chen, Xiaoyong Li |
| 2020 | DEXA | CTransE: An Effective Information Credibility Evaluation Method Based on Classified Translating Embedding in Knowledge Graphs. | Yunfeng Li, Xiaoyong Li, Mingjian Lei |
| 2020 | DEXA | Expanding Training Set for Graph-Based Semi-supervised Classification. | Li Tan, Wenbin Yao, Xiaoyong Li |
| 2020 | HPCC | High-Performance Object Detection for Optical Remote Sensing Images with Lightweight Convolutional Neural Networks. | Jia Liu, Renhua Liu, Kaijun Ren, Xiaoyong Li, Jianjian Xiang, Shaohua Qiu |
| 2020 | IJCNN | P-DNN: An Effective Intrusion Detection Method based on Pruning Deep Neural Network. | Mingjian Lei, Xiaoyong Li, Binsi Cai, Yunfeng Li, Limengwei Liu, Wenping Kong |
| 2020 | IJCNN | Cross-Scale Correlation Stereo Network. | Chao Yang, Wenbin Yao, Xiaoyong Li |
| 2020 | IJCNN | pcIRM: Complex Ideal Ratio Masking for Speaker-Independent Monaural Source Separation with Utterance Permutation Invariant Training. | Wen Zhang, Xiaoyong Li, Aolong Zhou, Kaijun Ren, Junqiang Song |
| 2020 | SMC | Information Eye: A Hybrid Visualization Approach of Exploring Relational Information Space. | L. Yang, F. Zhou, Xiaoyong Li |
| 2019 | HPCC | A Deadline-Constrained Scheduling Algorithm for Scientific Workflows in Clouds. | Shujin Cao, Kefeng Deng, Kaijun Ren, Xiaoyong Li, Tengfei Nie, Junqiang Song |
| 2019 | HPCC | Parallel k-Dominant Skyline Queries over Uncertain Data Streams with Capability Index. | Xiaoyong Li, Jun Liu, Kaijun Ren, Xiaoling Li, Xiaoli Ren, Kefeng Deng |
| 2019 | HPCC | Building Quick Resource Index List Using WordNet and High-Performance Computing Resource Ontology towards Efficient Resource Discovery. | Aolong Zhou, Kaijun Ren, Xiaoyong Li, Wen Zhang, Xiaoli Ren |
| 2019 | ICICS | VulHunter: An Automated Vulnerability Detection System Based on Deep Learning and Bytecode. | Ning Guo, Xiaoyong Li, Hui Yin, Yali Gao |
| 2019 | ICTAI | Solving the Defect in Application of Compact Abating Probability to Convolutional Neural Network Based Open Set Recognition. | Xiangyuan Sun, Xiaoyong Li, Kaijun Ren, Junqiang Song |
| 2019 | ISI | A Risk Assessment Method based on Software Behavior. | Guorong Chen, Kun Wang, Jian Tan, Xiaoyong Li |
| 2019 | ISPA | An Optimizing Algorithm for Deadline Constrained Scheduling of Scientific Workflows in IaaS Clouds Using Spot Instances. | Shujin Cao, Kefeng Deng, Kaijun Ren, Xiaoyong Li, Tengfei Nie, Junqiang Song |
| 2018 | DEXA | Parallel n-of-N Skyline Queries over Uncertain Data Streams. | Jun Liu, Xiaoyong Li, Kaijun Ren, Junqiang Song, Zongshuo Zhang |
| 2018 | ICPP | PBCS: An Efficient Parallel Characteristic Set Method for Solving Boolean Polynomial Systems. | Juan Zhao, Junqiang Song, Min Zhu, Jincai Li, Zhenyu Huang, Xiaoyong Li, Xiaoli Ren |
| 2018 | INFOCOM | Estimation of DNS Source and Cache Dynamics under Interval-Censored Age Sampling. | Di Xiao, Xiaoyong Li, Daren B. H. Cline, Dmitri Loguinov |
| 2018 | INFOCOM | A multi-source feedback based trust calculation mechanism for edge computing. | Jie Yuan, Xiaoyong Li |
| 2018 | ICS | Rethinking Node Allocation Strategy for Data-intensive Applications in Consideration of Spatially Bursty I/O. | Jie Yu, Guangming Liu, Xin Liu, Wenrui Dong, Xiaoyong Li, Yusheng Liu |
| 2018 | ISCC | A Broker-guided Trust Calculation Model for Mobile Devices of D2D Communications. | Jie Yuan, Xiaoyong Li |
| 2018 | ISPA | LogoPhish: A New Two-Dimensional Code Phishing Attack Detection Method. | Wenbin Yao, Yuanhao Ding, Xiaoyong Li |
| 2018 | ISPA | Deep Learning for Phishing Detection. | Wenbin Yao, Yuanhao Ding, Xiaoyong Li |
| 2018 | ISPA | Maximizing Influence Propagation in Networks by User-Relational Iterative Ranking Algorithm. | Wenbin Yao, Lijuan Zhang, Xiaoyong Li |
| 2018 | MSWIM | A Trustworthy Data Aggregation Model Based on Context and Data Density Correlation Degree. | Yunquan Gao, Xiaoyong Li, Jirui Li, Yali Gao |
| 2018 | PG | A Deep Learned Method for Video Indexing and Retrieval. | Xin Men, Feng Zhou, Xiaoyong Li |
| 2017 | CIKM | SIMD-Based Multiple Sets Intersection with Dual-Scale Search Algorithm. | Xingshen Song, Yuexiang Yang, Xiaoyong Li |
| 2017 | EDBT | Top-k Skyline Groups Queries. | Haoyang Zhu, Peidong Zhu, Xiaoyong Li, Qiang Liu |
| 2017 | IM | DTRF: A dynamic-trust-based recruitment framework for Mobile Crowd Sensing system. | Yali Gao, Xiaoyong Li, Jirui Li, Yunquan Gao |
| 2017 | ISPA | Further Exploit the Potential of I/O Forwarding by Employing File Striping. | Jie Yu, Guangming Liu, Wenrui Dong, Xiaoyong Li, Yusheng Liu, Bin Xu, Yuqi Li, Qingzhen Ma |
| 2016 | ICPADS | Resource Scheduling Based on Improved FCM Algorithm for Mobile Cloud Computing. | Hong-Qiang Wu, Xiaoyong Li, Bin Xing Fang, Yi-Ping Wang |
| 2016 | PDCAT | Research of User Request Algorithm in Mobile Cloud Computing Based on Improved FCM and Collaborative Filtering. | Hong-Qiang Wu, Xiaoyong Li, Bin-Xing Fang |
| 2015 | INFOCOM | On sample-path staleness in lazy data replication. | Xiaoyong Li, Daren B. H. Cline, Dmitri Loguinov |
| 2015 | INFOCOM | Temporal update dynamics under blind sampling. | Xiaoyong Li, Daren B. H. Cline, Dmitri Loguinov |
| 2015 | ISCAS | A multi-bit FIR filtering technique for two-point modulators with dedicated digital high-pass modulation path. | Xiaoyong Li, Woogeun Rhee, Wen Jia, Zhihua Wang |
| 2013 | COMPSAC | Parallelizing Probabilistic Streaming Skyline Operator in Cloud Computing Environments. | Xiaoyong Li, Yijie Wang, Xiaoling Li, Yuan Wang, Rubing Huang |
| 2013 | HPCC | GPS: A General Framework for Parallel Queries over Data Streams in Cloud. | Xiaoyong Li, Yijie Wang, Yu Zhao, Yuan Wang, Xiaoling Li |
| 2012 | ISORC | Skyline Query Processing on Interval Uncertain Data. | Xiaoyong Li, Yijie Wang, Xiaoling Li, Guangdong Wang |
| 2011 | INFOCOM | Modeling residual-geometric flow sampling. | Xiaoming Wang, Xiaoyong Li, Dmitri Loguinov |
| 2010 | HPCA | High performance network virtualization with SR-IOV. | Yaozu Dong, Xiaowei Yang, Xiaoyong Li, Jianhui Li, Kun Tian, Haibing Guan |
| 2010 | ICMLC | A trusted computing environment model in cloud architecture. | Xiaoyong Li, Litao Zhou, Yong Shi, Yu Guo |
| 2007 | DSD | FATTY: A Reliable FAT File System. | Alei Liang, Kejia Liu, Xiaoyong Li, Haibing Guan |
| 2006 | PDCAT | Merging Source and Shared Trees Multicast in MPLS Networks. | Xiaoyong Li, Xiaolin Gui |
| 2003 | ICMLA | Fast Decision Tree Learning Algorithms for Microarray Data Collections. | Xiaoyong Li, Christoph F. Eick |
| 2003 | ISCAS | Accurate compact model extraction for on-chip coplanar waveguides. | Taeik Kim, Xiaoyong Li, David J. Allstot |
| 2003 | ISCAS | A resonant pad for ESD protected narrowband CMOS RF applications. | J. Shorb, Xiaoyong Li, David J. Allstot |
| 2001 | ICICS | An Intelligent Intruder Model for Security Protocol Analysis. | Dongxi Liu, Xiaoyong Li, Yingcai Bai |