| 2026 | DASFAA | Aggregate, Optimize, and Propagate: A Forward-Forward Algorithm Framework for Graph-Based Recommendation. | Ximing Chen, Pui Ieng Lei, Yijun Sheng, Yanyan Liu, Zhiguo Gong |
| 2026 | KDD | Towards A Tri-View Diffusion Framework for Recommendation. | Ximing Chen, Pui Ieng Lei, Yijun Sheng, Yanyan Liu, Zhiguo Gong |
| 2026 | WWW | Adaptive Graph Reweighting for Collaborative Filtering. | Yijun Sheng, Ximing Chen, Pui Ieng Lei, Yanyan Liu, Zhiguo Gong |
| 2025 | CIKM | Local Structure-Adaptive Graph Filtering for Collaborative Filtering. | Yijun Sheng, Ximing Chen, Yanyan Liu, Pui Ieng Lei, Zhiguo Gong |
| 2025 | CIKM | Learning Invariant Reliability under Diverse Contexts for Robust Multimedia Recommendation. | Yijun Sheng, Pui Ieng Lei, Yanyan Liu, Ximing Chen, Zhiguo Gong |
| 2025 | COLING | KVFKT: A New Horizon in Knowledge Tracing with Attention-Based Embedding and Forgetting Curve Integration. | Quanlong Guan, Xiuliang Duan, Kaiquan Bian, Guanliang Chen, Jianbo Huang, Zhiguo Gong, Liangda Fang |
| 2025 | ICASSP | Zero-shot Micro-video Classification with Dual Alignment Topic Model. | Jialong Wang, Shilong Zhang, Zhiguo Gong |
| 2025 | WWW | EVA-MVC: Equitable View-weight Allocation for Generic Multi-View Clustering. | Yuan Fang, Xiaofeng Feng, Geping Yang, Ruichu Cai, Yiyang Yang, Zhiguo Gong, Zhifeng Hao |
| 2025 | SIGIR | NR4DER: Neural Re-ranking for Diversified Exercise Recommendation. | Xinghe Cheng, Xufang Zhou, Liangda Fang, Chaobo He, Yuyu Zhou, Weiqi Luo, Zhiguo Gong, Quanlong Guan |
| 2024 | AAAI | Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation. | Junyang Chen, Guoxuan Zou, Pan Zhou, Yirui Wu, Zhenghan Chen, Houcheng Su, Huan Wang, Zhiguo Gong |
| 2024 | CIKM | Social Influence Learning for Recommendation Systems. | Ximing Chen, Pui Ieng Lei, Yijun Sheng, Yanyan Liu, Zhiguo Gong |
| 2023 | AAAI | GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification. | Mengting Zhou, Zhiguo Gong |
| 2023 | APWEB | Ultra-DPC: Ultra-scalable and Index-Free Density Peak Clustering. | Luyao Ma, Geping Yang, Xiang Chen, Yiyang Yang, Zhiguo Gong, Zhifeng Hao |
| 2023 | DASFAA | A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media. | Junyang Chen, Ge Fan, Zhiguo Gong, Xueliang Li, Victor C. M. Leung, Mengzhu Wang, Ming Yang |
| 2023 | EMNLP | Self-distilled Transitive Instance Weighting for Denoised Distantly Supervised Relation Extraction. | Xiangyu Lin, Weijia Jia, Zhiguo Gong |
| 2023 | ICDE | Unsupervised Feature Learning Architecture with Multi-clustering Integration RBM. | Jielei Chu, Hongjun Wang, Jing Liu, Zhiguo Gong, Tianrui Li |
| 2023 | ICDE | A Deep Neural Network for Crossing-City POI Recommendations : (Extended Abstract). | Dichao Li, Zhiguo Gong |
| 2022 | CIKM | Multi-Aspect Embedding of Dynamic Graphs. | Aimin Sun, Zhiguo Gong |
| 2022 | DASFAA | LiteWSC: A Lightweight Framework for Web-Scale Spectral Clustering. | Geping Yang, Sucheng Deng, Yiyang Yang, Zhiguo Gong, Xiang Chen, Zhifeng Hao |
| 2022 | ICDE | Field-aware Variational Autoencoders for Billion-scale User Representation Learning. | Ge Fan, Chaoyun Zhang, Junyang Chen, Baopu Li, Zenglin Xu, Yingjie Li, Luyu Peng, Zhiguo Gong |
| 2022 | WWW | Exploiting Anomalous Structural Nodes in Dynamic Social Networks. | Huan Wang, Chunming Qiao, Xuan Guo, Ying Sha, Zhiguo Gong |
| 2021 | DASFAA | Expanding Semantic Knowledge for Zero-Shot Graph Embedding. | Zheng Wang, Ruihang Shao, Changping Wang, Changjun Hu, Chaokun Wang, Zhiguo Gong |
| 2021 | EMNLP | Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning. | Xiangyu Lin, Tianyi Liu, Weijia Jia, Zhiguo Gong |
| 2021 | KDD | Zero-shot Node Classification with Decomposed Graph Prototype Network. | Zheng Wang, Jialong Wang, Yuchen Guo, Zhiguo Gong |
| 2020 | CIKM | GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation. | Yajun Huang, Jingbin Zhang, Yiyang Yang, Zhiguo Gong, Zhifeng Hao |
| 2020 | ECAI | Adversarial Learning for Overlapping Community Detection and Network Embedding. | Junyang Chen, Zhiguo Gong, Quanyu Dai, Chunyuan Yuan, Weiwen Liu |
| 2020 | ECAI | Lifting Majority to Unanimity in Opinion Diffusion. | Zhiqiang Zhuang, Kewen Wang, Junhu Wang, Heng Zhang, Zhe Wang, Zhiguo Gong |
| 2020 | WWW | Scientific Collaboration Sustainability Prediction Based on H-index Reciprocity. | Wei Wang, Junyang Chen, Weiwei Sun, Zhiguo Gong |
| 2020 | WISE | A Hybrid Index for Distance Queries. | Junhu Wang, Shikha Anirban, Toshiyuki Amagasa, Hiroaki Shiokawa, Zhiguo Gong, Md. Saiful Islam |
| 2018 | ICDE | An Efficient Ride-Sharing Framework for Maximizing Shared Routes. | Na Ta, Guoliang Li, Tianyu Zhao, Jianhua Feng, Hanchao Ma, Zhiguo Gong |
| 2017 | CIKM | DeMalC: A Feature-rich Machine Learning Framework for Malicious Call Detection. | Yuhong Li, Dongmei Hou, Aimin Pan, Zhiguo Gong |
| 2017 | EDBT | Fast Subsequence Search on Time Series Data. | Yuhong Li, Bo Tang, Leong Hou U, Man Lung Yiu, Zhiguo Gong |
| 2017 | IJCAI | A Density-based Nonparametric Model for Online Event Discovery from the Social Media Data. | Jinjin Guo, Zhiguo Gong |
| 2017 | IJCAI | A Robust Noise Resistant Algorithm for POI Identification from Flickr Data. | Yiyang Yang, Zhiguo Gong, Qing Li, Leong Hou U, Ruichu Cai, Zhifeng Hao |
| 2017 | SIGMOD | Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments. | Ngai Meng Kou, Yan Li, Hao Wang, Leong Hou U, Zhiguo Gong |
| 2016 | CIKM | A Nonparametric Model for Event Discovery in the Geospatial-Temporal Space. | Jinjin Guo, Zhiguo Gong |
| 2016 | ICDE | Top-k spatio-textual similarity join. | Huiqi Hu, Guoliang Li, Zhifeng Bao, Jianhua Feng, Yongwei Wu, Zhiguo Gong, Yaoqiang Xu |
| 2016 | ICDE | Beyond millisecond latency kNN search on commodity machine. | Bailong Liao, Leong Hou U, Man Lung Yiu, Zhiguo Gong |
| 2016 | ICDE | Crawling hidden objects with kNN queries. | Hui Yan, Zhiguo Gong, Nan Zhang, Tao Huang, Hua Zhong, Jun Wei |
| 2015 | ICDE | Quick-motif: An efficient and scalable framework for exact motif discovery. | Yuhong Li, Leong Hou U, Man Lung Yiu, Zhiguo Gong |
| 2015 | SIGMOD | Weighted Coverage based Reviewer Assignment. | Ngai Meng Kou, Leong Hou U, Nikos Mamoulis, Zhiguo Gong |
| 2015 | WISE | Temporal PageRank on Social Networks. | Weishu Hu, Haitao Zou, Zhiguo Gong |
| 2014 | WISE | Assessing the Credibility of Nodes on Multiple-Relational Social Networks. | Weishu Hu, Zhiguo Gong |
| 2013 | ICDE | Faster random walks by rewiring online social networks on-the-fly. | Zhuojie Zhou, Nan Zhang, Zhiguo Gong, Gautam Das |
| 2011 | SIGIR | Identifying points of interest by self-tuning clustering. | Yiyang Yang, Zhiguo Gong, Leong Hou U |
| 2009 | SMC | Inference on heterogeneous e-marketplace activities. | Chin-Pang Che, Jingzhi Guo, Zhiguo Gong |
| 2009 | SMC | Extracting Company Information from the Web. | Man I. Lam, Zhiguo Gong, Jingzhi Guo |
| 2008 | APWEB | A Method for Web Information Extraction. | Man I. Lam, Zhiguo Gong, Maybin K. Muyeba |
| 2006 | DaWaK | Automatic Image Annotation by Mining the Web. | Zhiguo Gong, Qian Liu, Jingbai Zhang |
| 2006 | DEXA | Multi-term Web Query Expansion Using WordNet. | Zhiguo Gong, Chan Wa Cheang, Leong Hou U |
| 2006 | ISDA | Hidden-Web Database Exploration. | Zhiguo Gong, Jingbai Zhang, Qian Liu |
| 2006 | SGAI | On Clustering Attribute-oriented Induction. | Maybin K. Muyeba, M. Sulaiman Khan, Zhiguo Gong |
| 2005 | DEXA | Web Query Expansion by WordNet. | Zhiguo Gong, Chan Wa Cheang, Leong Hou U |