| 2026 | ACL | Learning from Failures: Error Notebook-guided Secure Code Generation. | Xinyu Zhong, Peng Lan, Zhifang Liao |
| 2025 | CIKM | FEDDGCN: A Frequency-Enhanced Decoupling Dynamic Graph Convolutional Network for Traffic Flow Prediction. | Wendong Zhang, Ruobai Xiang, Zhifang Liao, Peng Lan, Qihao Liang |
| 2025 | ECAI | FGML-DG: Feynman-Inspired Cognitive Science Paradigm for Cross-Domain Medical Image Segmentation. | Yucheng Song, Chenxi Li, Haokang Ding, Zhining Liao, Zhifang Liao |
| 2025 | ECAI | Exploring Boundary-Aware Spatial-Frequency Fusion for Camouflaged Object Detection. | Song Yu, Yang Hu, Haokang Ding, Zhifang Liao, Yucheng Song |
| 2025 | IJCNN | SECMG: Style Enhancement Commit Message Generation. | Zhifang Liao, Wenlong Liu, Peng Lan |
| 2025 | IJCNN | CMSPA-Former: Causal Multi-Scale Pyramid Attention Former for Estimating Counterfactual Outcomes. | Wendong Zhang, Haibin Peng, Zhifang Liao |
| 2025 | ICWS | Causal Reasoning on Temporal Knowledge Graph with Fuzzy Logic and Graph Attention Network. | Shixiang Cai, Zhirui Kuai, Li Kuang, Zhifang Liao |
| 2024 | AAAI | ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting. | Ke Sun, Pei Liu, Pengfei Li, Zhifang Liao |
| 2024 | APSEC | DupLLM:Duplicate Pull Requests Detection Based on Large Language Model. | Zhifang Liao, Pei Liu, Peng Lan, Ke Sun |
| 2024 | APSEC | Exploring the Potential of Large Language Models in Automatic Pull Request Title Generation: An Empirical Study. | Yitao Zuo, Peng Lan, Zhifang Liao |
| 2024 | ICML | RMIB: Representation Matching Information Bottleneck for Matching Text Representations. | Haihui Pan, Zhifang Liao, Wenrui Xie, Kun Han |
| 2021 | APSEC | Detecting Duplicate Questions in Stack Overflow via Semantic and Relevance Approaches. | Zhifang Liao, Wenlong Li, Yan Zhang, Song Yu |
| 2021 | GLOBECOM | CMF Net: Detecting Objects in Infrared Traffic Image with Combination of Multiscale Features. | Zhifang Liao, Yiqi Zhao, Xuechun Huang, Jinsong Wu |
| 2020 | ICWS | ServeNet: A Deep Neural Network for Web Services Classification. | Yilong Yang, Nafees Qamar, Peng Liu, Katarina Grolinger, Weiru Wang, Zhi Li, Zhifang Liao |
| 2020 | SERVICES | How to Construct Software Knowledge Graph: A Case Study. | Wuqian Lv, Zhifang Liao, Yan Zhang, Li Kuang, Ying Chen, Shuixiu Bi |
| 2020 | TASE | WLeidenRDF: RDF Data Query Method based on Semantic-Enhanced Graph-Clustering Algorithm. | Liu Yang, Zhou Chen, Yiqing Feng, Zhifang Liao, Zhigang Hu, Jun Long |
| 2019 | GLOBECOM | TIRR: A Code Reviewer Recommendation Algorithm with Topic Model and Reviewer Influence. | Zhifang Liao, Zexuan Wu, Jinsong Wu, Yan Zhang, Junyi Liu, Jun Long |
| 2019 | ICSOC | A Recommendation of Crowdsourcing Workers Based on Multi-community Collaboration. | Zhifang Liao, Xin Xu, Peng Lan, Jun Long, Yan Zhang |
| 2017 | GLOBECOM | DevRank: Mining Influential Developers in Github. | Zhifang Liao, Haozhi Jin, Yifan Li, Benhong Zhao, Jinsong Wu, Shengzong Liu |
| 2017 | GLOBECOM | Topic-Based Integrator Matching for Pull Request. | Zhifang Liao, Yanbing Li, Dayu He, Jinsong Wu, Yan Zhang, Xiaoping Fan |
| 2013 | HPCC | An New Algorithm on Feature Selection with L-Norm PCA. | Xiaoping Fan, Zhijie Chen, Zhifang Liao |
| 2011 | ICDM | Tensor Fold-in Algorithms for Social Tagging Prediction. | Miao Zhang, Chris H. Q. Ding, Zhifang Liao |
| 2011 | TrustCom | A Weighted Cluster Ensemble Algorithm Based on Graph. | Xiaoping Fan, Yueshan Xie, Zhifang Liao, Xiaoqing Li, Li-min Liu |
| 2005 | IKE | Using Agent Towards Environment Awareness. | Zhifang Liao, Xiaoping Fan, Xi Yang |