| 2026 | AAAI | Intention Chain-of-Thought Prompting with Dynamic Routing for Code Generation. | Shen Li, Li Huang, Shaoxiong Zhan, Weifeng Sun, Tao Yin, Zhongxin Liu, Meng Yan |
| 2026 | AAAI | GUIDER: Uncertainty Guided Dynamic Re-ranking for Large Language Models Based Recommender Systems. | Cai Xu, Xujing Wang, Ziyu Guan, Wei Zhao, Meng Yan |
| 2026 | ACL | DeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation. | Li Huang, Zhongxin Liu, Yifan Wu, Tao Yin, Dong Li, Jichao Bi, Nankun Mu, Hongyu Zhang, Meng Yan |
| 2026 | ACL | MultiCodeAttack: Iterative Jailbreak Attacking on LLMs with Multi-Code Prompt Injection. | Weifeng Sun, Meng Yan, Zhou Yang, Yuchen Chen, Song Sun, David Lo |
| 2026 | DASFAA | Collaborative Pattern Mining in Activity Graphs. | Beilei Ling, Ziyu Guan, Wei Zhao, Yiheng Lu, Meng Yan, Cai Xu, Weigang Lu, Beizeng Ling |
| 2026 | WWW | MessageShift: Fine-Grained Data Augmentation for Graph Neural Networks. | Weigang Lu, Zheng Liang, Yaming Yang, Ziyu Zheng, Meng Yan, Beilei Ling, Ziyu Guan, Wei Zhao |
| 2025 | AAAI | Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks. | Hui Sun, Liping Yi, Huidong Ma, Yongxia Sun, Yingfeng Zheng, Wenwen Cui, Meng Yan, Gang Wang, Xiaoguang Liu |
| 2025 | ICSE | Iterative Generation of Adversarial Example for Deep Code Models. | Li Huang, Weifeng Sun, Meng Yan |
| 2025 | WWW | Conf-GNNRec: Quantifying and Calibrating the Prediction Confidence for GNN-based Recommendation Methods. | Meng Yan, Cai Xu, Xujing Wang, Ziyu Guan, Wei Zhao, Yuhang Zhou |
| 2024 | ADMA | MSAnomaly: Time Series Anomaly Detection with Multi-scale Augmentation and Fusion. | Tao Yin, Zhibin Zhang, Shikang Hou, Huan Zhao, Lijiao Zheng, Yifei Zhou, Jin Xie, Meng Yan |
| 2024 | DASFAA | TruthSR: Trustworthy Sequential Recommender Systems via User-generated Multimodal Content. | Meng Yan, Haibin Huang, Ying Liu, Juan Zhao, Xiyue Gao, Cai Xu, Ziyu Guan, Wei Zhao |
| 2024 | DCC | LRCB: A Comprehensive Benchmark Evaluation of Reference-free Lossless Compression Tools for Genomics Sequencing Long Reads Data. | Hui Sun, Huidong Ma, Yingfeng Zheng, Haonan Xie, Meng Yan, Cheng Zhong, Xiaoguang Liu, Gang Wang |
| 2024 | ISSTA | CoSec: On-the-Fly Security Hardening of Code LLMs via Supervised Co-decoding. | Dong Li, Meng Yan, Yaosheng Zhang, Zhongxin Liu, Chao Liu, Xiaohong Zhang, Ting Chen, David Lo |
| 2024 | MSR | AW4C: A Commit-Aware C Dataset for Actionable Warning Identification. | Zhipeng Liu, Meng Yan, Zhipeng Gao, Dong Li, Xiaohong Zhang, Dan Yang |
| 2023 | ICWS | A Feature Distribution Smoothing Network Based on Gaussian Distribution for QoS Prediction. | Tongxin Lu, Xiaohong Zhang, Ziliang Wang, Meng Yan |
| 2023 | QRS | Just-In-Time Method Name Updating With Heuristics and Neural Model. | Zhenting Guo, Meng Yan, Hongyan Li, Zhezhe Chen, Weifeng Sun |
| 2022 | CLOUD | DeepScaling: microservices autoscaling for stable CPU utilization in large scale cloud systems. | Ziliang Wang, Shiyi Zhu, Jianguo Li, Wei Jiang, K. K. Ramakrishnan, Yangfei Zheng, Meng Yan, Xiaohong Zhang, Alex X. Liu |
| 2022 | ICSE | A Universal Data Augmentation Approach for Fault Localization. | Huan Xie, Yan Lei, Meng Yan, Yue Yu, Xin Xia, Xiaoguang Mao |
| 2022 | ICWS | Deep Attentive Anomaly Detection for Microservice Systems with Multimodal Time-Series Data. | Yufu Chen, Meng Yan, Dan Yang, Xiaohong Zhang, Ziliang Wang |
| 2022 | ISSRE | A Naming Pattern Based Approach for Method Name Recommendation. | Yanping Yang, Ling Xu, Meng Yan, Zhou Xu, Zhongyang Deng |
| 2021 | ISSRE | Improving Code Summarization Through Automated Quality Assurance. | Yuxing Hu, Meng Yan, Zhongxin Liu, Qiuyuan Chen, Bei Wang |
| 2021 | ISSRE | Contextual-Semantic-Aware Linkable Knowledge Prediction in Stack Overflow via Self-Attention. | Zhaolin Luo, Ling Xu, Zhou Xu, Meng Yan, Yan Lei, Can Li |
| 2021 | KSEM | An Adversarial Training Method for Improving Model Robustness in Unsupervised Domain Adaptation. | Zhishen Nie, Ying Lin, Meng Yan, Yifan Cao, Shengfu Ning |
| 2021 | NPC | A Novel Task-Allocation Framework Based on Decision-Tree Classification Algorithm in MEC. | Wenwen Liu, Zhaoyang Yu, Meng Yan, Gang Wang, Xiaoguang Liu |
| 2021 | SAC | Just-in-time defect prediction for Android apps via imbalanced deep learning model. | Kunsong Zhao, Zhou Xu, Meng Yan, Yutian Tang, Ming Fan, Gemma Catolino |
| 2020 | ICASSP | A Bidirectional Context Propagation Network for Urine Sediment Particle Detection in Microscopic Images. | Meng Yan, Qing Liu, Zhihua Yin, Du Wang, Yixiong Liang |
| 2020 | ISSRE | Deep Learning Based Valid Bug Reports Determination and Explanation. | Jianjun He, Ling Xu, Yuanrui Fan, Zhou Xu, Meng Yan, Yan Lei |
| 2020 | SRDS | Audinet: A Decentralized Auditing System for Cloud Storage. | Meng Yan, Jiajia Xu, Trent G. Marbach, Haitao Li, Gang Wang, Xiaoguang Liu |
| 2019 | KSEM | TagDeepRec: Tag Recommendation for Software Information Sites Using Attention-Based Bi-LSTM. | Can Li, Ling Xu, Meng Yan, Jianjun He, Zuli Zhang |
| 2018 | COMPSAC | Cross-Project Change-Proneness Prediction. | Chao Liu, Dan Yang, Xin Xia, Meng Yan, Xiaohong Zhang |
| 2018 | IRI | Misclassification Cost-Sensitive Software Defect Prediction. | Ling Xu, Bei Wang, Ling Liu, Mo Zhou, Shengping Liao, Meng Yan |
| 2017 | CGI | An interactive system for efficient 3D furniture arrangement. | Meng Yan, Xuejin Chen, Jie Zhou |
| 2017 | COMPSAC | Revisiting the Correlation Between Alerts and Software Defects: A Case Study on MyFaces, Camel, and CXF. | Meng Yan, Xiaohong Zhang, Ling Xu, Haibo Hu, Song Sun, Xin Xia |
| 2017 | ESEM | File-Level Defect Prediction: Unsupervised vs. Supervised Models. | Meng Yan, Yicheng Fang, David Lo, Xin Xia, Xiaohong Zhang |
| 2017 | ICSE | Learning to aggregate: an automated aggregation method for software quality model. | Meng Yan, Xiaohong Zhang, Chao Liu, Jie Zou, Ling Xu, Xin Xia |
| 2016 | SEKE | Self-learning Change-prone Class Prediction. | Meng Yan, Mengning Yang, Chao Liu, Xiaohong Zhang |
| 2015 | MSR | Which Non-functional Requirements Do Developers Focus On? An Empirical Study on Stack Overflow Using Topic Analysis. | Jie Zou, Ling Xu, Weikang Guo, Meng Yan, Dan Yang, Xiaohong Zhang |
| 2013 | DCC | Low Complexity Improvement for Hyperspectral Asymmetrical Data Compression. | Simplice A. Alissou, Ye Zhang, Hao Chen, Meng Yan |