| 2026 | DASFAA | LLM-Enhanced Reinforcement Learning for Long-Term User Satisfaction in Interactive Recommendation. | Chongjun Xia, Yanchun Peng, Xianzhi Wang |
| 2026 | SIGIR | Diagnosing and Mitigating Mid-Sequence Degradation in Recommender Systems. | Linjiang Guo, Nitin Bisht, Shiqing Wu, Huan Huo, Xianzhi Wang, Guandong Xu |
| 2025 | CIKM | SarRec: Statistically-guaranteed Augmented Retrieval for Recommendation. | Tong Zhang, Nitin Bisht, Zihao Li, Guandong Xu, Xianzhi Wang |
| 2025 | KES | Location-Aware Deep Neural Network for Predicting Indoor 5G RSSI and CQI Using Drone-Based External RF Sensing. | David Hason Rudd, Cesar Sann, Koh Ming En, Xingyi Gao, Md. Rafiqul Islam, Mehedi Hasan, Xianzhi Wang, Angela Huo, Guandong Xu |
| 2025 | WWW | Reembedding and Reweighting are Needed for Tail Item Sequential Recommendation. | Zihao Li, Yakun Chen, Tong Zhang, Xianzhi Wang |
| 2024 | ACIIDS | MVis4LD: Multimodal Visual Interactive System for Lie Detection. | Md. Kowsar Hossain Sakib, Md. Rafiqul Islam, Shanjita Akter Prome, Thanh Thao Lam Nguyen, David Asirvatham, Neethiahnanthan Ari Ragavan, Xianzhi Wang, Cesar Sann |
| 2024 | IJCAI | KG-CoT: Chain-of-Thought Prompting of Large Language Models over Knowledge Graphs for Knowledge-Aware Question Answering. | Ruilin Zhao, Feng Zhao, Long Wang, Xianzhi Wang, Guandong Xu |
| 2024 | KES | Robust Multimodal Approach for Assembly Action Recognition. | Abdul Matin, Md. Rafiqul Islam, Xianzhi Wang, Huan Huo |
| 2024 | WISE | CLIMB: Imbalanced Data Modelling Using Contrastive Learning with Limited Labels. | Abdullah Alsuhaibani, Imran Razzak, Shoaib Jameel, Xianzhi Wang, Guandong Xu |
| 2023 | ADMA | MTSTI: A Multi-task Learning Framework for Spatiotemporal Imputation. | Yakun Chen, Kaize Shi, Xianzhi Wang, Guandong Xu |
| 2023 | ADMA | Exploring the Effectiveness of Positional Embedding on Transformer-Based Architectures for Multivariate Time Series Classification. | Chao Yang, Yakun Chen, Zihao Li, Xianzhi Wang |
| 2023 | ADMA | From Time Series to Multi-modality: Classifying Multivariate Time Series via Both 1D and 2D Representations. | Chao Yang, Xianzhi Wang, Lina Yao, Guodong Long, Guandong Xu |
| 2023 | ICDE | RETIA: Relation-Entity Twin-Interact Aggregation for Temporal Knowledge Graph Extrapolation. | Kangzheng Liu, Feng Zhao, Guandong Xu, Xianzhi Wang, Hai Jin |
| 2023 | ICDM | SOAC: Supervised Off-Policy Actor-Critic for Recommender Systems. | Shiqing Wu, Guandong Xu, Xianzhi Wang |
| 2023 | WWW | Modeling Temporal Positive and Negative Excitation for Sequential Recommendation. | Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao |
| 2023 | SIGIR | Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation. | Chengkai Huang, Shoujin Wang, Xianzhi Wang, Lina Yao |
| 2023 | WSDM | Simplifying Graph-based Collaborative Filtering for Recommendation. | Li He, Xianzhi Wang, Dingxian Wang, Haoyuan Zou, Hongzhi Yin, Guandong Xu |
| 2023 | WSDM | Exploiting Explicit and Implicit Item relationships for Session-based Recommendation. | Zihao Li, Xianzhi Wang, Chao Yang, Lina Yao, Julian J. McAuley, Guandong Xu |
| 2022 | CIKM | Social Graph Transformer Networks for Pedestrian Trajectory Prediction in Complex Social Scenarios. | Yao Liu, Lina Yao, Binghao Li, Xianzhi Wang, Claude Sammut |
| 2022 | CIKM | Multi-agent Transformer Networks for Multimodal Human Activity Recognition. | Jingcheng Li, Lina Yao, Binghao Li, Xianzhi Wang, Claude Sammut |
| 2022 | ICASSP | Attentional Gated Res2net for Multivariate Time Series Classification. | Chao Yang, Xianzhi Wang, Lina Yao, Guodong Long, Jing Jiang, Guandong Xu |
| 2022 | ICDE | minIL: A Simple and Small Index for String Similarity Search with Edit Distance. | Zhong Yang, Bolong Zheng, Xianzhi Wang, Guohui Li, Xiaofang Zhou |
| 2022 | ICDM | Temporal Knowledge Graph Reasoning via Time-Distributed Representation Learning. | Kangzheng Liu, Feng Zhao, Guandong Xu, Xianzhi Wang, Hai Jin |
| 2022 | ICONIP | Adaptive Graph Recurrent Network for Multivariate Time Series Imputation. | Yakun Chen, Zihao Li, Chao Yang, Xianzhi Wang, Guodong Long, Guandong Xu |
| 2022 | INFOCOM | Resolving Conflicts among Unbalanced Multi-Source Data When Multi-Value Objects Exist. | Xiu Susie Fang, Quan Z. Sheng, Jian Yang, Guohao Sun, Xianzhi Wang, Yihong Zhang |
| 2022 | SIGIR | Locality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation. | Xiaocong Chen, Lina Yao, Julian J. McAuley, Weili Guan, Xiaojun Chang, Xianzhi Wang |
| 2022 | SIGIR | Hierarchical Task-aware Multi-Head Attention Network. | Jing Du, Lina Yao, Xianzhi Wang, Bin Guo, Zhiwen Yu |
| 2022 | WISE | Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction. | Zihao Li, Xianzhi Wang, Lina Yao, Yakun Chen, Guandong Xu, Ee-Peng Lim |
| 2022 | WISE | Mitigating Multi-class Unintended Demographic Bias in Text Classification with Adversarial Learning. | Le Pan, Lina Yao, Wenjie Zhang, Xianzhi Wang |
| 2021 | AAAI | Task Aligned Generative Meta-learning for Zero-shot Learning. | Zhe Liu, Yun Li, Lina Yao, Xianzhi Wang, Guodong Long |
| 2021 | ADC | Contextual Bandit Learning for Activity-Aware Things-of-Interest Recommendation in an Assisted Living Environment. | May S. Altulyan, Chaoran Huang, Lina Yao, Xianzhi Wang, Salil S. Kanhere |
| 2021 | ADC | Deep Multi-view Spatio-Temporal Network for Urban Crime Prediction. | Usama Salama, Xiaocong Chen, Lina Yao, Hye-Young Paik, Xianzhi Wang |
| 2021 | CIKM | Generative Inverse Deep Reinforcement Learning for Online Recommendation. | Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu |
| 2021 | ICDM | Global Convolutional Neural Processes. | Xuesong Wang, Lina Yao, Xianzhi Wang, Hye-Young Paik, Sen Wang |
| 2021 | ICDM | MetaGB: A Gradient Boosting Framework for Efficient Task Adaptive Meta Learning. | Manqing Dong, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu |
| 2021 | IJCNN | UCBVis: Understanding Customer Behavior Sequences with Visual Interactive System. | Md. Rafiqul Islam, Imran Razzak, Xianzhi Wang, Peter Tilocca, Guandong Xu |
| 2021 | WISE | NP-PROV: Neural Processes with Position-Relevant-Only Variances. | Xuesong Wang, Lina Yao, Xianzhi Wang, Feiping Nie, Boualem Benatallah |
| 2020 | IJCAI | Zero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space. | Licheng Zhang, Xianzhi Wang, Lina Yao, Lin Wu, Feng Zheng |
| 2020 | IJCNN | Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation. | Xiaocong Chen, Chaoran Huang, Lina Yao, Xianzhi Wang, Wei Liu, Wenjie Zhang |
| 2020 | IJCNN | Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction. | Zhe Liu, Lina Yao, Xianzhi Wang, Lei Bai, Jake An |
| 2020 | IJCNN | Zero-Shot Object Detection with Textual Descriptions Using Convolutional Neural Networks. | Licheng Zhang, Xianzhi Wang, Lina Yao, Feng Zheng |
| 2020 | KDD | Spectrum-Guided Adversarial Disparity Learning. | Zhe Liu, Lina Yao, Lei Bai, Xianzhi Wang, Can Wang |
| 2020 | PAKDD | Prototype Similarity Learning for Activity Recognition. | Lei Bai, Lina Yao, Xianzhi Wang, Salil S. Kanhere, Yang Xiao |
| 2020 | SIGIR | Adversarial Attacks and Detection on Reinforcement Learning-Based Interactive Recommender Systems. | Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Wei Emma Zhang |
| 2019 | AAAI | Zero-Shot Object Detection with Textual Descriptions. | Zhihui Li, Lina Yao, Xiaoqin Zhang, Xianzhi Wang, Salil S. Kanhere, Huaxiang Zhang |
| 2019 | ADMA | Reminder Care System: An Activity-Aware Cross-Device Recommendation System. | May S. Altulyan, Chaoran Huang, Lina Yao, Xianzhi Wang, Salil S. Kanhere, Yuanjiang Cao |
| 2019 | ADMA | Expert2Vec: Distributed Expert Representation Learning in Question Answering Community. | Xiaocong Chen, Chaoran Huang, Xiang Zhang, Xianzhi Wang, Wei Liu, Lina Yao |
| 2019 | CIKM | Spatio-Temporal Graph Convolutional and Recurrent Networks for Citywide Passenger Demand Prediction. | Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Wei Liu, Zheng Yang |
| 2019 | ICDM | Know Your Mind: Adaptive Cognitive Activity Recognition with Reinforced CNN. | Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Shuai Zhang, Yunhao Liu |
| 2019 | IJCAI | STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting. | Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Quan Z. Sheng |
| 2019 | IJCNN | Dual-stream Self-Attentive Random Forest for False Information Detection. | Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang, Quan Z. Sheng |
| 2019 | PAKDD | Passenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks. | Lei Bai, Lina Yao, Salil S. Kanhere, Zheng Yang, Jing Chu, Xianzhi Wang |
| 2019 | PAKDD | Similarity-Aware Deep Attentive Model for Clickbait Detection. | Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang |
| 2018 | IJCNN | Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling. | Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang |
| 2018 | ICSOC | Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships. | Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Manqing Dong |
| 2018 | LCN | Automatic Device Classification from Network Traffic Streams of Internet of Things. | Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Zheng Yang |
| 2018 | Mobiquitous | Predicting Citywide Passenger Demand via Reinforcement Learning from Spatio-Temporal Dynamics. | Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Flora D. Salim, Pari Delir Haghighi |
| 2018 | WISE | DUAL: A Deep Unified Attention Model with Latent Relation Representations for Fake News Detection. | Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Quan Z. Sheng, Hao Huang |
| 2018 | WISE | Data-Augmented Regression with Generative Convolutional Network. | Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Xiang Zhang |
| 2017 | ADMA | Calling for Response: Automatically Distinguishing Situation-Aware Tweets During Crises. | Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah |
| 2017 | ER | SourceVote: Fusing Multi-valued Data via Inter-source Agreements. | Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Mahmoud Barhamgi, Lina Yao, Anne H. H. Ngu |
| 2017 | ICONIP | Intent Recognition in Smart Living Through Deep Recurrent Neural Networks. | Xiang Zhang, Lina Yao, Chaoran Huang, Quan Z. Sheng, Xianzhi Wang |
| 2017 | ICWS | Expert as a Service: Software Expert Recommendation via Knowledge Domain Embeddings in Stack Overflow. | Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Quan Z. Sheng |
| 2017 | ICWS | Multi-Level Privacy-Preserving Access Control as a Service for Personal Healthcare Monitoring. | Usama Salama, Lina Yao, Xianzhi Wang, Hye-Young Paik, Amin Beheshti |
| 2017 | Mobiquitous | Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis. | Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu |
| 2017 | QRS | Criticality Analysis Method Based on Integrated Importance Measure. | Shubin Si, Wenhai He, Xianzhi Wang |
| 2017 | WWW | Value Veracity Estimation for Multi-Truth Objects via a Graph-Based Approach. | Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Anne H. H. Ngu |
| 2016 | ADMA | An Ensemble Approach for Better Truth Discovery. | Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang |
| 2016 | CIKM | Truth Discovery via Exploiting Implications from Multi-Source Data. | Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, Xiaofei Xu, Boualem Benatallah |
| 2016 | CIKM | Empowering Truth Discovery with Multi-Truth Prediction. | Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, Xiaofei Xu, Boualem Benatallah |
| 2016 | ICSOC | Context as a Service: Realizing Internet of Things-Aware Processes for the Independent Living of the Elderly. | Lina Yao, Boualem Benatallah, Xianzhi Wang, Nguyen Khoi Tran, Qinghua Lu |
| 2016 | ICWS | PLMwsp: Probabilistic Latent Model for Web Service QoS Prediction. | Bobaker Mohamed A. Madi, Quan Z. Sheng, Lina Yao, Yongrui Qin, Xianzhi Wang |
| 2016 | IECON | Elimination of zero sequence circulating current between parallel operating three-level inverters. | Kai Li, Xiaodong Wang, Zhenhua Dong, Xianzhi Wang, Josep M. Guerrero, Juan C. Vasquez, Qingsong Wang |
| 2015 | ADC | Ontology Augmentation via Attribute Extraction from Multiple Types of Sources. | Xiu Susie Fang, Xianzhi Wang, Quan Z. Sheng |
| 2015 | CIKM | Approximate Truth Discovery via Problem Scale Reduction. | Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Xue Li, Xiaofei Xu, Lina Yao |
| 2015 | CIKM | An Integrated Bayesian Approach for Effective Multi-Truth Discovery. | Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Lina Yao, Xiaofei Xu, Xue Li |
| 2015 | EDOC | A Framework Towards Model Driven Business Process Compliance and Monitoring. | Kala Kotamarthi, Xianzhi Wang, Georg Grossmann, Quan Z. Sheng, Sarath Indrakanti |
| 2015 | ICWS | Service Recommendation for Mashup Composition with Implicit Correlation Regularization. | Lina Yao, Xianzhi Wang, Quan Z. Sheng, Wenjie Ruan, Wei Zhang |
| 2015 | SIGIR | Context-aware Point-of-Interest Recommendation Using Tensor Factorization with Social Regularization. | Lina Yao, Quan Z. Sheng, Yongrui Qin, Xianzhi Wang, Ali Shemshadi, Qi He |
| 2013 | ICSOC | A Novel Service Composition Approach for Application Migration to Cloud. | Xianzhi Wang, Xuejun Zhuo, Bo Yang, Fan Jing Meng, Pu Jin, Woody Huang, Christopher C. Young, Catherine Zhang, Jing Min Xu, Michael Montinarelli |
| 2013 | ICWS | An Improved Artificial Bee Colony Approach to QoS-Aware Service Selection. | Xianzhi Wang, Zhongjie Wang, Xiaofei Xu |
| 2012 | ICWS | Analytic Profit Optimization of Service-Based Systems. | Xianzhi Wang, Zhongjie Wang, Xiaofei Xu |
| 2011 | ICWS | Semi-empirical Service Composition: A Clustering Based Approach. | Xianzhi Wang, Zhongjie Wang, Xiaofei Xu |
| 2010 | SERVICES | A Service Composition Approach for the Fulfillment of Temporally Sequential Requirements. | Xianzhi Wang, Zhongjie Wang, Xiaofei Xu, Alice Liu, Dian-Hui Chu |