| 2026 | AAAI | Subspace-Aware Graph Construction and Contrastive Alignment for Multimodal Recommendation with Large Language Models. | Haodong Li, Lianyong Qi, Weiming Liu, Fan Wang, Chong Li, Shengye Pang, Wenwen Gong, Yanwei Xu, Xiaoxiao Chi, Yang Zhang, Xiaokang Zhou |
| 2026 | AAAI | Retrieval-driven Reasoning for Deliberative Visual Classification. | Jianye Xie, Lianyong Qi, Fan Wang, Anqi Wang, Wenjuan Gong, Danxin Wang, Wanchun Dou, Yang Cao, Shichao Pei, Xiaokang Zhou |
| 2026 | WWW | PLIKD: Prompt Learning with Instance-aware Knowledge Distillation for Web-scale Semantic Image Classification. | Jianye Xie, Chunhua Hu, Lianyong Qi, Fan Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Shichao Pei, Amin Beheshti, Wanchun Dou, Xiaokang Zhou |
| 2025 | AAAI | Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation. | Te Song, Lianyong Qi, Weiming Liu, Fan Wang, Xiaolong Xu, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou, Wanchun Dou |
| 2025 | CSCWD | Collaboration-Aware Service Composition Optimization for Production Factors Under Industrial Internet. | Jiayi Zhong, Yaling Tang, Jiawei Chen, Xiaokang Zhou, Xiaocong Xiao, Guosheng Kang |
| 2025 | HPCC | GNN-Enhanced Multimodal Fusion with Contrastive Learning for Smart Health Oriented High Performance Recommendation System. | Ryutaro Matsuoka, Keito Inoshita, Xiaokang Zhou, Zhigao Zheng, Akira Kawai, Katsutoshi Yada |
| 2025 | IJCAI | Where Does This Data Come From? Enhanced Source Inference Attacks in Federated Learning. | Haiyang Chen, Xiaolong Xu, Xiang Zhu, Xiaokang Zhou, Fei Dai, Yansong Gao, Xiao Chen, Shuo Wang, Hongsheng Hu |
| 2025 | IJCAI | Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation. | Haodong Li, Lianyong Qi, Weiming Liu, Xiaolong Xu, Wanchun Dou, Yang Cao, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou |
| 2025 | IJCAI | Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation. | Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Shichao Pei, Fan Wang, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou |
| 2025 | IJCAI | CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation. | Fan Lu, Xiaolong Xu, Haolong Xiang, Lianyong Qi, Xiaokang Zhou, Fei Dai, Wanchun Dou |
| 2025 | NLDB | Multi-scale Convolutional Fusion with Contrastive Feature Alignment for Imbalanced Data Classification. | Keito Inoshita, Takato Ueno, Xiaokang Zhou |
| 2025 | SMC | Priority-Driven Instant Delivery System with Drone Resupply. | Xu Zhang, Xiaokang Zhou, Yi Ren, Tao Huang |
| 2025 | WWW | Hyperbolic Variational Graph Auto-Encoder for Next POI Recommendation. | Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Fan Wang, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Xiaokang Zhou, Amin Beheshti |
| 2024 | CIKM | CHDAER: Consistent Hashing-based Data Allocation for Efficient Recommendation in Edge Environment. | Zhikang Feng, Chao Yan, Rong Jiang, Xiaolong Xu, Xuyun Zhang, Xiaokang Zhou, Wanchun Dou, Lianyong Qi |
| 2024 | CIKM | GLFNet: Global and Local Frequency-domain Network for Long-term Time Series Forecasting. | Xucheng Zhou, Yuwen Liu, Lianyong Qi, Xiaolong Xu, Wanchun Dou, Xuyun Zhang, Yang Zhang, Xiaokang Zhou |
| 2024 | CLOUD | SQLStateGuard: Statement-Level SQL Injection Defense Based on Learning-Driven Middleware. | Xin Liu, Yuanyuan Huang, Tianyi Wang, Song Li, Weina Niu, Jun Shen, Qingguo Zhou, Xiaokang Zhou |
| 2024 | CSCWD | JMF-SS: Joint Matrix Factorization for Web API Recommendation with Mashup-Mashup Similarities and API-API Similarities. | Lihong Zhang, Jing He, Yamei Nie, Xiaokang Zhou, Qiqi Chen, Guosheng Kang |
| 2024 | CSCWD | Online Course Recommendation by Exploring User Interaction and Course Description. | Weike Zhou, Xiaokang Zhou, Jing He, Yamei Nie, Qiqi Chen, Guosheng Kang |
| 2024 | ISPA | A Rotating Target Detection Algorithm for Ships in SAR Images Based on LAOBB-YOLOv8n. | Min Huang, Shuaihui Wang, Shuaili Luo, Qiuhong Sun, Xiaokang Zhou |
| 2024 | ISPA | A Novel Maize Futures Price Prediction Model based on EEMD-CNN-IGRU. | Jingyang Wang, Jingyu Han, Wei Liu, Ying Li, Qiuhong Sun, Xiaokang Zhou |
| 2024 | ISSRE | LiScopeLens: An Open-Source License Incompatibility Analysis Tool Based on Scope Representation of License Terms. | Ziang Liu, Xin Liu, Yingli Zhang, Zihao Zhang, Song Li, Weina Niu, Qingguo Zhou, Rui Zhou, Xiaokang Zhou |
| 2024 | WCNC | Cell-Free Massive MIMO-OFDM: Asynchronous Reception and Uplink Performance Analysis. | Guoyu Li, Changsheng You, Shaochuan Wu, Wenbin Zhang, Guanyu Shang, Xiaokang Zhou |
| 2024 | TrustCom | Defending Against Backdoor Attacks through Causality-Augmented Diffusion Models for Dataset Purification. | Yuefeng Lai, Lizhao Wu, Hui Lin, Xiaokang Zhou |
| 2023 | DASC | Federated Learning Based Satellite-Marine Integrated Training for Marine Edge Intelligence. | Jierui Jin, Jie Zhang, Xiaolong Xu, Ke Meng, Xiaokang Zhou, Lianyong Qi, Xuyun Zhang, Wanchun Dou |
| 2023 | DASC | Research on Malicious Traffic Detection based on Word Embedding Algorithms and Neural Networks. | Yunxin Liu, Yuliang Chen, Hongtao Zhang, Qingguo Zhou, Xiaokang Zhou |
| 2023 | GPC | Elemental Attention Mechanism-Guided Progressive Rain Removal Algorithm. | Xingzhi Chen, Ruiqiang Ma, Shanjun Zhang, Xiaokang Zhou |
| 2023 | GPC | A Function Fitting System Based on Genetic Algorithm. | Qiuhong Sun, Jiaqi Wang, Xiaokang Zhou |
| 2023 | HPCC | A Deep Graph Convolutional Network based Web API Classification Approach for Mashup Creation. | Lianyong Qi, Boyuan Yan, Jiaqi Zheng, Xiaolong Xu, Wanchun Dou, Xiaokang Zhou, Jie Zhang |
| 2023 | HPCC | Message from the SmartCity 2023 Chairs. | Rajiv Ranjan, Qun Jin, Wookey Lee, Xiaokang Zhou |
| 2023 | ICPADS | A Novel Gold Futures Price Prediction Model based on PCA-AGRU. | Jingyang Wang, Tong Lu, Jindian Liu, Qiuhong Sun, Lianyong Qi, Xiaokang Zhou |
| 2023 | INFOCOM | Wireless Time-Triggered Federated Learning with Adaptive Local Training Optimization. | Xiaokang Zhou, Yansha Deng, Huiyun Xia, Shaochuan Wu |
| 2023 | TrustCom | BiLSTM and VAE Enhanced Multi-Task Neural Network for Trust-Aware E-Commerce Product Analysis. | Shusuke Wani, Xiaokang Zhou, Shohei Shimizu |
| 2022 | HPCC | Message from SmartCity 2022 General Chairs. | Nirwan Ansari, Liangyin Chen, Xiaokang Zhou |
| 2022 | IJCNN | CNN-GRU Based Deep Learning Model for Demand Forecast in Retail Industry. | Kazuhi Honjo, Xiaokang Zhou, Shohei Shimizu |
| 2022 | ICTAI | Path-aware Multi-hop Question Answering Over Knowledge Graph Embedding. | Jingchao Wang, Weimin Li, Yixing Guo, Xiaokang Zhou |
| 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 | WCNC | Weighted Sum-Rate Maximization for Rate-Splitting Multiple Access Based Secure Communication. | Huiyun Xia, Yijie Mao, Bruno Clerckx, Xiaokang Zhou, Shuai Han, Cheng Li |
| 2022 | UIC | Lymphoma Ultrasound Image Classification with Causal Attention and Feature Fusion. | Dehua Chen, Yingkang Han, Yijie Dong, Xiaokang Zhou |
| 2022 | UIC | An Intelligent Resource Scheduling Method with Edge Channel Deployment for BPM. | Bowen Liu, Wanchun Dou, Xiaokang Zhou, Xuyun Zhang, Lianyong Qi, Fei Dai, Chaochao Chen |
| 2022 | UIC | Vehicle Check-In Data-driven POI Recommendation Based on Improved SVD and Graph Convolutional Network. | Yuwen Liu, Jie Zhang, Ruihan Dou, Xiaokang Zhou, Xiaolong Xu, Shoujin Wang, Lianyong Qi |
| 2021 | HPCC | The Design and Implementation of Dust Monitoring System for Photovoltaic Power Generation. | Yuliang Chen, Jiali Ma, Yanhong Ma, Yingli Zhang, Xiaokang Zhou, Rui Zhou |
| 2021 | HPCC | Design and Implementation of Monitoring System for New Energy Data Call Based on Blockchain. | Ziang Liu, Yuanyuan Huang, Qiang Zhou, Yingli Zhang, Xiaokang Zhou, Rui Zhou |
| 2021 | HPCC | A Comparative Study of Time Series Data Forecasting Using Machine Learning Based on Improved Grey Model. | Yan Li, Jiaming Zhang, Yanhong Ma, Xiaomin Li, Ziang Liu, Xiaokang Zhou, Rui Zhou |
| 2021 | HPCC | Parallel LSTM Enhanced Forecasting System for Dependable and Secure Household Energy Consumption. | Ke Yan, Fan Yang, Xiaokang Zhou, Wei Liang |
| 2021 | UIC | Deep Personalized Prediction of MPA-AUC with Attentive Interactions in Kidney Transplantation. | Dehua Chen, Liping Zhang, Wei Zhang, Kun Shao, Weiliang Zhao, Xiaokang Zhou |
| 2020 | DASC | A Research of Distributed Security and QoS Testing Framework. | Zhibin Liu, Ziang Liu, Yuanyuan Huang, Xin Liu, Xiaokang Zhou, Rui Zhou |
| 2019 | DASC | FalconEye: A High-Performance Distributed Security Scanning System. | Cheng Wang, Xin Liu, Xiaokang Zhou, Rui Zhou, Dong Lv, Qingquan Lv, Mingsong Wang, Qingguo Zhou |
| 2019 | GLOBECOM | A Novel Joint Angle and Frequency Estimation Method Based on the Extended OMP Algorithm. | Yulong Gao, Yongkui Ma, Suhang Li, Xiaokang Zhou, Shaochuan Wu |
| 2019 | GLOBECOM | A Novel Indoor Coverage Measurement Scheme Based on FRFT and Gaussian Process Regression. | Shaochuan Wu, Xiaokang Zhou, Yulong Gao |
| 2019 | ISPA | A Ciphertext Policy Attribute Based Signcryption Scheme with Secure and Flexible Key Evolving. | Hanshu Hong, Xiaokang Zhou, Bing Hu, Zhixin Sun |
| 2019 | ISPA | FLOWGAN: Unbalanced Network Encrypted Traffic Identification Method Based on GAN. | Zixuan Wang, Pan Wang, Xiaokang Zhou, Shuhang Li, Moxuan Zhang |
| 2019 | PIMRC | Spectrum Sensing in the Extremely Low SNR Regime by Exploiting Dictionary Learning. | Yulong Gao, Yanping Chen, Xiaokang Zhou, Shaochuan Wu |
| 2019 | UIC | LWS: A LoRaWAN Wireless Underground Sensor Network Simulator for Agriculture Applications. | Kevin I-Kai Wang, Shiyang Wu, Ameer Ivoghlian, Zoran Salcic, Andrew Austin, Xiaokang Zhou |
| 2018 | DASC | OwlEye: An Advanced Detection System of Web Attacks Based on HMM. | Xin Liu, Qingchen Yu, Xiaokang Zhou, Qingguo Zhou |
| 2018 | DASC | A Novel Personalized Recommendation Algorithm Based on Trust Relevancy Degree. | Weimin Li, Heng Zhu, Xiaokang Zhou, Shohei Shimizu, Mingjun Xin, Qun Jin |
| 2018 | IWCMC | Indoor Environment Blind Zone Recognition using Fractional Fourier Transform. | Shaochuan Wu, Xiaokang Zhou, Yuming Wei, Yanwu Song |
| 2017 | DASC | Semantic Neuron Networks Based Associative Memory Model. | Peter Kimani Mungai, Runhe Huang, Zhong Chen, Xiaokang Zhou |
| 2016 | DASC | Overlap Community Detection Based on Node Convergence Degree. | Weimin Li, Shu Jiang, Huaikou Miao, Xiaokang Zhou, Qun Jin |
| 2016 | DASC | Perspectives on Cyber Science and Technology for Cyberization and Cyber-Enabled Worlds. | Jianhua Ma, Kim-Kwang Raymond Choo, Hui-Huang Hsu, Qun Jin, William Liu, Kevin I-Kai Wang, Yufeng Wang, Xiaokang Zhou |
| 2016 | DASC | Personal Data Analytics to Facilitate Cyber Individual Modeling. | Xiaokang Zhou, Bo Wu, Qun Jin, Jianhua Ma, Weimin Li, Neil Y. Yen |
| 2015 | UIC | Open Learning Platform Based on Personal and Social Analytics for Individualized Learning Support. | Xiaokang Zhou, Bo Wu, Qun Jin |
| 2013 | UIC | Eye-Tracking Experiment Design for Extraction of Viewing Patterns in Social Media. | Guangyu Piao, Qun Jin, Xiaokang Zhou, Shoji Nishimura, Kanoksak Wattanachote, Timothy K. Shih, Neil Y. Yen |
| 2010 | UIC | A Framework of Organic Streams: Integrating Dynamically Diversified Contents into Ubiquitous Personal Study. | Hong Chen, Xiaokang Zhou, Haifeng Man, Yan Wu, Ashraf Uddin Ahmed, Qun Jin |