| 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 | Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation. | Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Xuhui Fan, Qiang Ni, Xuyun Zhang, Yang Zhang, Yuan Tian, Amin Beheshti |
| 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 | AAAI | IdeFN: Identifying Unclicked Space False Negatives via Relaxed Partial Optimal Transport for Conversion Rate Prediction. | Weiyi Zhong, Weiming Liu, Lianyong Qi, Xiaoran Zhao, Xiaolong Xu, Haolong Xiang, Yang Cao, Shichao Pei, Qiang Ni |
| 2026 | WWW | CIFAD: Causal-Invariant Subspace Learning for Few-Shot Anomaly Detection on Dynamic Relational Graphs. | Yu Xiao, Haolong Xiang, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wei Fan, Wanchun Dou |
| 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 |
| 2026 | WWW | Joint Similar User Exploration and Informative Behavior Guidance for Multi-Modal New Item Recommendation. | Jianye Xie, Lianyong Qi, Weiming Liu, Anqi Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Wenwen Gong, Yang Zhang, Amin Beheshti, Wanchun Dou |
| 2026 | WWW | DyLogNet: A Dynamic Multi-Relational Graph Framework for Log Anomaly Detection. | Xudong Zhao, Xiaolong Xu, Haolong Xiang, Tong Gao, Lianyong Qi, Amin Beheshti, Xuyun Zhang, Wanchun Dou |
| 2026 | SIGIR | Fourier Kolmogorov-Arnold Network and Hypergraph Enhanced Contrastive Learning for Recommendation. | Yuwen Liu, Lianyong Qi, Xucheng Zhou, Xingyuan Mao, Weiming Liu, Shuang Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Wanchun Dou |
| 2026 | WSDM | DDGCL: Dual Diffusion-based Graph Contrastive Learning for Recommendation. | Shiqi Ge, Shunmei Meng, Xiaoxiao Chi, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Xuyun Zhang |
| 2026 | WSDM | GSDiffRec: Enhancing Personalized Sequential Recommendation via Diffusion Augmentation and Guidance Optimization. | Ruxue Han, Lianyong Qi, Chao Yan, Weiyi Zhong, Boyuan Yan, Bing Zhao, Xiaoran Zhao, Zhikang Feng, Xiaolong Xu, Haolong Xiang, Xuyun Zhang |
| 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 | AAAI | DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation. | Wenwen Gong, Yangliao Geng, Dan Zhang, Yifan Zhu, Xiaolong Xu, Haolong Xiang, Amin Beheshti, Xuyun Zhang, Lianyong Qi |
| 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 | CIKM | HRCformer: Hierarchical Recursive Convolution-Transformer with Multi-Scale Adaptive Recalibration for Time Series Forecasting. | Dejiang Zhang, Lianyong Qi, Yuwen Liu, Xucheng Zhou, Jianye Xie, Haolong Xiang, Xiaolong Xu, Xuyun Zhang, Yang Cao, Yang Zhang |
| 2025 | CVPR | Distinguish Then Exploit: Source-free Open Set Domain Adaptation via Weight Barcode Estimation and Sparse Label Assignment. | Weiming Liu, Jun Dan, Fan Wang, Xinting Liao, Junhao Dong, Hua Yu, Shunjie Dong, Lianyong Qi |
| 2025 | EMNLP | Text Anomaly Detection with Simplified Isolation Kernel. | Yang Cao, Sikun Yang, Yu-Jiu Yang, Lianyong Qi, Ming Liu |
| 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 | 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 | IJCAI | Fine-Grained and Efficient Self-Unlearning with Layered Iteration. | Hongyi Lyu, Xuyun Zhang, Hongsheng Hu, Shuo Wang, Chaoxiang He, Lianyong Qi |
| 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 | ICSOC | Optimal Subset Oracle-Based Web API Composition Recommendation for Mashup Creation. | Chao Yan, Qinghe Yan, Jiahui Dong, Boyuan Yan, Lianyong Qi, Weiyi Zhong |
| 2025 | ICWS | LLMGCL: Graph Contrastive Learning with Large Language Models for Recommendation. | Shiqi Ge, Shunmei Meng, Jielong Zhou, Lianyong Qi, Xiaolong Xu, Xuyun Zhang |
| 2025 | WWW | MGF-ESE: An Enhanced Semantic Extractor with Multi-Granularity Feature Fusion for Code Summarization. | Xiaolong Xu, Yuxin Cao, Hongsheng Hu, Haolong Xiang, Lianyong Qi, Junqun Xiong, Wanchun Dou |
| 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 | ADMA | AttRel: Single Module Based Joint Entity and Relation Extraction with Attention Enhanced Text Embedding. | Mengmeng Cui, Chenbin Li, Haolong Xiang, Lianyong Qi, Wanchun Dou, Xiaolong Xu |
| 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 | DASFAA | Cascading Graph Convolution Contrastive Learning Networks for Multi-behavior Recommendation. | Nan Liu, Shunmei Meng, Yu Jiang, Qianmu Li, Xiaolong Xu, Lianyong Qi, Xuyun Zhang |
| 2024 | DASFAA | Spatio-Temporal Aware Next Point-of-Interest Recommendation with Privacy Preserving. | Guoming Zhang, Xuyun Zhang, Lianyong Qi, Xiaolong Xu, Man Li, Wanchun Dou |
| 2024 | ICDM | EEiF: Efficient Isolated Forest with e Branches for Anomaly Detection. | Yifan Zhang, Haolong Xiang, Xuyun Zhang, Xiaolong Xu, Wei Fan, Qin Zhang, Lianyong Qi |
| 2024 | IJCAI | Attention Based Document-level Relation Extraction with None Class Ranking Loss. | Xiaolong Xu, Chenbin Li, Haolong Xiang, Lianyong Qi, Xuyun Zhang, Wanchun Dou |
| 2024 | IJCAI | Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought. | Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu |
| 2024 | IJCAI | Counterfactual User Sequence Synthesis Augmented with Continuous Time Dynamic Preference Modeling for Sequential POI Recommendation. | Lianyong Qi, Yuwen Liu, Weiming Liu, Shichao Pei, Xiaolong Xu, Xuyun Zhang, Yingjie Wang, Wanchun Dou |
| 2024 | ICWS | Optimized MARL for Latency-Sensitive Collaborative Service Placement in Edge Computing. | Guoqiang Liu, Xiaolong Xu, Xiyuan Xu, Xinyue Ji, Lianyong Qi, Xuyun Zhang |
| 2024 | ICWS | Hyperbolic Contrastive Learning with Second Order Sampling for Collaborative Filtering. | Longchuan Tu, Shunmei Meng, Lianyong Qi, Xiaolong Xu, Xuyun Zhang |
| 2024 | KDD | CE-RCFR: Robust Counterfactual Regression for Consensus-Enabled Treatment Effect Estimation. | Fan Wang, Chaochao Chen, Weiming Liu, Tianhao Fan, Xinting Liao, Yanchao Tan, Lianyong Qi, Xiaolin Zheng |
| 2024 | WWW | GraphSAGE-based POI Recommendation via Continuous-Time Modeling. | Yuwen Liu, Lianyong Qi, Weiming Liu, Xiaolong Xu, Xuyun Zhang, Wanchun Dou |
| 2024 | SIGIR | CMCLRec: Cross-modal Contrastive Learning for User Cold-start Sequential Recommendation. | Xiaolong Xu, Hongsheng Dong, Lianyong Qi, Xuyun Zhang, Haolong Xiang, Xiaoyu Xia, Yanwei Xu, Wanchun Dou |
| 2023 | CIKM | SMEF: Social-aware Multi-dimensional Edge Features-based Graph Representation Learning for Recommendation. | Xiao Liu, Shunmei Meng, Qianmu Li, Lianyong Qi, Xiaolong Xu, Wanchun Dou, Xuyun Zhang |
| 2023 | CIKM | International Workshop on Edge-Cloud Intelligence (ECI@CIKM2023). | Lianyong Qi, Xuyun Zhang, Xiaolong Xu, Wenwen Gong |
| 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 | GPC | Energy-Efficient Task Offloading in UAV-Enabled MEC via Multi-agent Reinforcement Learning. | Jiakun Gao, Jie Zhang, Xiaolong Xu, Lianyong Qi, Yuan Yuan, Zheng Li, Wanchun Dou |
| 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 | 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 | IJCAI | OptIForest: Optimal Isolation Forest for Anomaly Detection. | Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu |
| 2023 | ICWS | Disentangled Hypergraph Collaborative Filtering for Social Recommendation. | Xiao Liu, Shunmei Meng, Qianmu Li, Xiaolong Xu, Lianyong Qi, Wanchun Dou, Jing Zhang, Xuyun Zhang |
| 2023 | SIGIR | EDIndex: Enabling Fast Data Queries in Edge Storage Systems. | Qiang He, Siyu Tan, Feifei Chen, Xiaolong Xu, Lianyong Qi, Xinhong Hei, Hai Jin, Yun Yang |
| 2022 | DASC | A Team Crowdsourcing Method Combining Competition and Collaboration. | Zhaoan Dong, Lijun Gao, Yueyang Li, Zili Zhou, Sifeng Wang, Lianyong Qi |
| 2022 | DASC | PSBCNN: Fine-grained image classification based on pyramid convolution networks and SimAM. | Shengxiang Li, Sifeng Wang, Zhaoan Dong, Anran Li, Lianyong Qi, Chao Yan |
| 2022 | HPCC | IIoT Mobile Business Data Placement Strategy Based on Bayesian Optimization Algorithm. | Zhijie Shen, Bowen Liu, Xiaolong Xu, Lianyong Qi, Fei Dai, Wanchun Dou |
| 2022 | ICWS | Service Caching for Meteorological Emergency Decision-making in Cloud-Edge Computing. | Hanzhi Yan, Xiaolong Xu, Fei Dai, Lianyong Qi, Xuyun Zhang, Wanchun Dou |
| 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 | SIGIR | DAWAR: Diversity-aware Web APIs Recommendation for Mashup Creation based on Correlation Graph. | Wenwen Gong, Xuyun Zhang, Yifei Chen, Qiang He, Amin Beheshti, Xiaolong Xu, Chao Yan, Lianyong Qi |
| 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 |
| 2022 | WSDM | Crowdsourcing-based Multi-Device Communication Cooperation for Mobile High-Quality Video Enhancement. | Xiaotong Wu, Lianyong Qi, Xiaolong Xu, Shui Yu, Wanchun Dou, Xuyun Zhang |
| 2022 | SERVICES | DisCOV: Distributed COVID-19 Detection on X-Ray Images with Edge-Cloud Collaboration. | Xiaolong Xu, Hao Tian, Xuyun Zhang, Lianyong Qi, Qiang He, Wanchun Dou |
| 2021 | CSCWD | RAOA: A Relay-assisted Offloading Approach in Edge Computing Environment. | Song Zhang, Xutong Jiang, Jiabang Liu, Lianyong Qi, Wanchun Dou |
| 2021 | DASC | An Information Extraction Method for Sedimentology Literature with Semantic Rules. | Zhichen Hu, Xiangben Hu, Lianyong Qi, Shengjun Xue, Xiaolong Xu |
| 2021 | EUC | Private Estimation of Symptom Distribution for Infectious Disease Analysis in Edge Computing. | Xiaotong Wu, Xiaolong Xu, Shaohua Wan, Lianyong Qi |
| 2021 | HPCC | Cooperative Task Offloading for Internet of Vehicles in Cloud-edge Computing. | Linjie Gu, Xiaolong Xu, Lianyong Qi, Yiwen Zhang, Xuyun Zhang, Wanchun Dou |
| 2021 | ICSOC | Computation Offloading and Resource Management for Energy and Cost Trade-Offs with Deep Reinforcement Learning in Mobile Edge Computing. | Ruichao Mo, Xiaolong Xu, Xuyun Zhang, Lianyong Qi, Qi Liu |
| 2021 | ICWS | Game Theory-Based Task Offloading and Resource Allocation for Vehicular Networks in Edge-Cloud Computing. | Qinting Jiang, Xiaolong Xu, Qiang He, Xuyun Zhang, Fei Dai, Lianyong Qi, Wanchun Dou |
| 2021 | ICWS | GoDeep: Intelligent IoV Service Deployment and Execution with Privacy Preservation in Cloud-edge Computing. | Wentao Liu, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wanchun Dou |
| 2020 | CIKM | OPHiForest: Order Preserving Hashing Based Isolation Forest for Robust and Scalable Anomaly Detection. | Haolong Xiang, Zoran Salcic, Wanchun Dou, Xiaolong Xu, Lianyong Qi, Xuyun Zhang |
| 2020 | DSAA | Privacy-aware Cold-Start Recommendation based on Collaborative Filtering and Enhanced Trust. | Fan Wang, Weiyi Zhong, Xiaolong Xu, Wajid Rafique, Zhili Zhou, Lianyong Qi |
| 2020 | HPCC | A Survey on Randomized Mechanisms for Statistical Learning under Local Differential Privacy. | Lingling Shen, Xiaotong Wu, Datong Wu, Xiaolong Xu, Lianyong Qi |
| 2020 | ICWS | Computation Offloading and Content Caching with Traffic Flow Prediction for Internet of Vehicles in Edge Computing. | Zijie Fang, Xiaolong Xu, Fei Dai, Lianyong Qi, Xuyun Zhang, Wanchun Dou |
| 2020 | ICWS | Dynamic Task Offloading with Minority Game for Internet of Vehicles in Cloud-Edge Computing. | Bowen Shen, Xiaolong Xu, Fei Dai, Lianyong Qi, Xuyun Zhang, Wanchun Dou |
| 2019 | ADMA | An Anti-fraud Framework for Medical Insurance Based on Deep Learning. | Guoming Zhang, Shucun Fu, Xiaolong Xu, Lianyong Qi, Xuyun Zhang, Wanchun Dou |
| 2019 | ICSOC | Load-Aware Edge Server Placement for Mobile Edge Computing in 5G Networks. | Xiaolong Xu, Yuan Xue, Lianyong Qi, Xuyun Zhang, Shaohua Wan, Wanchun Dou, Victor Chang |
| 2019 | ICWS | A Multi-Objective Crowdsourcing Method for Mobile Video Streaming. | Xiaolong Xu, Shucun Fu, Lianyong Qi, Xuyun Zhang, Wanchun Dou |
| 2019 | TrustCom | Uncertainty-Aware Resource Provisioning for Workflow Scheduling in Edge Computing Environment. | Hao Cao, Xiaolong Xu, Qingxiang Liu, Yuan Xue, Lianyong Qi |
| 2019 | TrustCom | Accuracy-Aware Service Recommendation with Privacy. | Xiaoxiao Chi, Chao Yan, Huaizhen Kou, Lianyong Qi |
| 2019 | SEKE | Combining time, keywords and authors information to construct papers correlation graph (S). | Hanwen Liu, Huaizhen Kou, Xiaoxiao Chi, Lianyong Qi |
| 2018 | CSCWD | Collaborative Network Traffic Analysis via Alternating Direction Method of Multipliers. | Liangfu Lu, Zhenzhai Huan, Xuyun Zhang, Lianyong Qi, Sicong Chen, Yao Wu |
| 2018 | ICSOC | Temporal-Sparsity Aware Service Recommendation Method via Hybrid Collaborative Filtering Techniques. | Shunmei Meng, Qianmu Li, Shiping Chen, Shui Yu, Lianyong Qi, Wenmin Lin, Xiaolong Xu, Wanchun Dou |
| 2018 | UIC | Load Aware Management of Cloudlets for a Wireless Area Metropolitan Network. | Xiaolong Xu, Md. Zakirul Alam Bhuiyan, Lianyong Qi, Xuyun Zhang, Wanchun Dou |
| 2018 | UIC | A Workflow Scheduling Method for Cloudlet Management in Mobile Cloud. | Jie Zhang, Lianyong Qi, Yuan Yuan, Xiaolong Xu, Wanchun Dou |
| 2018 | TridentCom | Energy-Efficient Computation Offloading for Multimedia Workflows in Mobile Cloud Computing. | Tao Huang, Yi Chen, Shengjun Xue, Haojun Ji, Yuan Xue, Lianyong Qi, Xiaolong Xu |
| 2018 | TridentCom | A Balanced Cloudlet Management Method for Wireless Metropolitan Area Networks. | Xiaolong Xu, Yuhao Chen, Lianyong Qi, Jing He, Xuyun Zhang |
| 2017 | ICWS | Privacy-Preserving Distributed Service Recommendation Based on Locality-Sensitive Hashing. | Lianyong Qi, Haolong Xiang, Wanchun Dou, Chi Yang, Yongrui Qin, Xuyun Zhang |
| 2016 | APSCC | Combining Social Balance Theory and Collaborative Filtering for Service Recommendation in Sparse Environment. | Lianyong Qi, Wan-Chun Dou, Xuyun Zhang |
| 2016 | ICSOC | Service Recommendation Based on Social Balance Theory and Collaborative Filtering. | Lianyong Qi, Wan-Chun Dou, Xuyun Zhang |
| 2015 | APSCC | A Social Balance Theory-Based Service Recommendation Approach. | Lianyong Qi, Xuyun Zhang, Yiping Wen, Yuming Zhou |
| 2014 | ICWS | A Trust Evaluation Method for Cloud Service with Fluctuant QoS and Flexible SLA. | Lianyong Qi, Wanchun Dou, Jiancheng Ni, Xiaona Xia, Chunmei Ma, Jinfeng Liu |
| 2014 | TrustCom | A Evaluation Method for Web Service with Large Numbers of Historical Records. | Lianyong Qi, Jiancheng Ni, Xiaona Xia, Chao Yan, Hua Wang, Wanli Huang |
| 2010 | HPCC | A QoS-aware Web Service Selection Method Based on Credibility Evaluation. | Lianyong Qi, Rutao Yang, Wenmin Lin, Xuyun Zhang, Wanchun Dou, Jinjun Chen |
| 2010 | ICWS | Combining Local Optimization and Enumeration for QoS-aware Web Service Composition. | Lianyong Qi, Ying Tang, Wanchun Dou, Jinjun Chen |