| 2025 | APWEB | Contrastive Learning of Graph Transformer on Heterogeneous Information Networks. | Qiheng Mao, Jianling Sun |
| 2025 | ICML | VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters. | Mouxiang Chen, Lefei Shen, Zhuo Li, Xiaoyun Joy Wang, Jianling Sun, Chenghao Liu |
| 2025 | ICSE | Towards Better Answers: Automated Stack Overflow Post Updating. | Yubo Mai, Zhipeng Gao, Haoye Wang, Tingting Bi, Xing Hu, Xin Xia, Jianling Sun |
| 2025 | ISSTA | Code2API: A Tool for Generating Reusable APIs from Stack Overflow Code Snippets. | Yubo Mai, Zhipeng Gao, Xing Hu, Lingfeng Bao, Jingyuan Chen, Jianling Sun |
| 2025 | KSEM | Mixture of Experts Enhanced Heterogeneous Graph Transformer. | Qiheng Mao, Jianling Sun |
| 2024 | ACL | JumpCoder: Go Beyond Autoregressive Coder via Online Modification. | Mouxiang Chen, Hao Tian, Zhongxin Liu, Xiaoxue Ren, Jianling Sun |
| 2024 | ACL | PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning. | Zhisheng Lin, Han Fu, Chenghao Liu, Zhuo Li, Jianling Sun |
| 2024 | APSEC | Enhancing Reentrancy Vulnerability Detection and Repair with a Hybrid Model Framework. | Mengliang Li, Xiaoxue Ren, Han Fu, Zhuo Li, Jianling Sun |
| 2024 | DEXA | Unlocking the Power of Diversity in Index Tuning for Cluster Databases. | Haitian Hang, Xiu Tang, Bo Zhou, Jianling Sun |
| 2024 | ICDE | Robust Auto-Scaling with Probabilistic Workload Forecasting for Cloud Databases. | Haitian Hang, Xiu Tang, Jianling Sun, Lingfeng Bao, David Lo, Haoye Wang |
| 2024 | ICML | Identifiability Matters: Revealing the Hidden Recoverable Condition in Unbiased Learning to Rank. | Mouxiang Chen, Chenghao Liu, Zemin Liu, Zhuo Li, Jianling Sun |
| 2024 | ICML | PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation. | Han Fu, Jian Tan, Pinhan Zhang, Feifei Li, Jianling Sun |
| 2024 | KDD | Calibration of Time-Series Forecasting: Detecting and Adapting Context-Driven Distribution Shift. | Mouxiang Chen, Lefei Shen, Han Fu, Zhuo Li, Jianling Sun, Chenghao Liu |
| 2024 | WWW | Full-Attention Driven Graph Contrastive Learning: with Effective Mutual Information Insight. | Long Li, Zemin Liu, Chenghao Liu, Jianling Sun |
| 2023 | DEXA | Enhancing Online Index Tuning with a Learned Tuning Diagnostic. | Haitian Hang, Jianling Sun |
| 2023 | ISSRE | ConvMHSA-SCVD: Enhancing Smart Contract Vulnerability Detection through a Knowledge-Driven and Data-Driven Framework. | Mengliang Li, Xiaoxue Ren, Han Fu, Zhuo Li, Jianling Sun |
| 2023 | WWW | HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer. | Qiheng Mao, Zemin Liu, Chenghao Liu, Jianling Sun |
| 2022 | KDD | Scalar is Not Enough: Vectorization-based Unbiased Learning to Rank. | Mouxiang Chen, Chenghao Liu, Zemin Liu, Jianling Sun |
| 2022 | WWW | On Size-Oriented Long-Tailed Graph Classification of Graph Neural Networks. | Zemin Liu, Qiheng Mao, Chenghao Liu, Yuan Fang, Jianling Sun |
| 2021 | ICDE | DyCuckoo: Dynamic Hash Tables on GPUs. | Yuchen Li, Qiwei Zhu, Zheng Lyu, Zhongdong Huang, Jianling Sun |
| 2021 | SIGIR | Adapting Interactional Observation Embedding for Counterfactual Learning to Rank. | Mouxiang Chen, Chenghao Liu, Jianling Sun, Steven C. H. Hoi |
| 2021 | SIGMOD | GPU-Accelerated Graph Label Propagation for Real-Time Fraud Detection. | Chang Ye, Yuchen Li, Bingsheng He, Zhao Li, Jianling Sun |
| 2021 | SDM | Discrete Listwise Collaborative Filtering for Fast Recommendation. | Chenghao Liu, Tao Lu, Zhiyong Cheng, Xin Wang, Jianling Sun, Steven C. H. Hoi |
| 2020 | CVPR | MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model. | Han Fu, Rui Wu, Chenghao Liu, Jianling Sun |
| 2020 | FAST | FPGA-Accelerated Compactions for LSM-based Key-Value Store. | Teng Zhang, Jianying Wang, Xuntao Cheng, Hao Xu, Nanlong Yu, Gui Huang, Tieying Zhang, Dengcheng He, Feifei Li, Wei Cao, Zhongdong Huang, Jianling Sun |
| 2020 | ICSE | Demystify official API usage directives with crowdsourced API misuse scenarios, erroneous code examples and patches. | Xiaoxue Ren, Jiamou Sun, Zhenchang Xing, Xin Xia, Jianling Sun |
| 2020 | KDD | Learning Transferrable Parameters for Long-tailed Sequential User Behavior Modeling. | Jianwen Yin, Chenghao Liu, Weiqing Wang, Jianling Sun, Steven C. H. Hoi |
| 2019 | AAAI | Discrete Social Recommendation. | Chenghao Liu, Xin Wang, Tao Lu, Wenwu Zhu, Jianling Sun, Steven C. H. Hoi |
| 2019 | ACL | Reference Network for Neural Machine Translation. | Han Fu, Chenghao Liu, Jianling Sun |
| 2019 | DASFAA | Online Collaborative Filtering with Implicit Feedback. | Jianwen Yin, Chenghao Liu, Jundong Li, Bing Tian Dai, Yun-chen Chen, Min Wu, Jianling Sun |
| 2019 | SIGIR | Compositional Coding for Collaborative Filtering. | Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, Steven C. H. Hoi |
| 2019 | SDM | Robust Factorization Machine: A Doubly Capped Norms Minimization. | Chenghao Liu, Teng Zhang, Jundong Li, Jianwen Yin, Peilin Zhao, Jianling Sun, Steven C. H. Hoi |
| 2018 | AAAI | Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points. | Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven C. H. Hoi |
| 2017 | IJCAI | Locally Linear Factorization Machines. | Chenghao Liu, Teng Zhang, Peilin Zhao, Jun Zhou, Jianling Sun |
| 2016 | AAAI | Online ARIMA Algorithms for Time Series Prediction. | Chenghao Liu, Steven C. H. Hoi, Peilin Zhao, Jianling Sun |
| 2016 | CIKM | Online Adaptive Passive-Aggressive Methods for Non-Negative Matrix Factorization and Its Applications. | Chenghao Liu, Steven C. H. Hoi, Peilin Zhao, Jianling Sun, Ee-Peng Lim |
| 2016 | COMPSAC | Automated Identification of High Impact Bug Reports Leveraging Imbalanced Learning Strategies. | Xinli Yang, David Lo, Qiao Huang, Xin Xia, Jianling Sun |
| 2016 | COMPSAC | Condensing Class Diagrams With Minimal Manual Labeling Cost. | Xinli Yang, David Lo, Xin Xia, Jianling Sun |
| 2016 | ISSRE | Combining Word Embedding with Information Retrieval to Recommend Similar Bug Reports. | Xinli Yang, David Lo, Xin Xia, Lingfeng Bao, Jianling Sun |
| 2015 | AAAI | Are Features Equally Representative? A Feature-Centric Recommendation. | Chenyi Zhang, Ke Wang, Ee-Peng Lim, Qinneng Xu, Jianling Sun, Hongkun Yu |
| 2015 | CIKM | Personalized Trip Recommendation with POI Availability and Uncertain Traveling Time. | Chenyi Zhang, Hongwei Liang, Ke Wang, Jianling Sun |
| 2015 | COMPSAC | An Empirical Study of Classifier Combination for Cross-Project Defect Prediction. | Yun Zhang, David Lo, Xin Xia, Jianling Sun |
| 2015 | IC3K | Piecewise Chebyshev Factorization based Nearest Neighbour Classification for Time Series. | Qinglin Cai, Ling Chen, Jianling Sun |
| 2015 | IC3K | Piecewise Factorization for Time Series Classification. | Qinglin Cai, Ling Chen, Jianling Sun |
| 2015 | ICECCS | Combining Software Metrics and Text Features for Vulnerable File Prediction. | Yun Zhang, David Lo, Xin Xia, Bowen Xu, Jianling Sun, Shanping Li |
| 2015 | QRS | Deep Learning for Just-in-Time Defect Prediction. | Xinli Yang, David Lo, Xin Xia, Yun Zhang, Jianling Sun |
| 2014 | ECIR | Content + Attributes: A Latent Factor Model for Recommending Scientific Papers in Heterogeneous Academic Networks. | Chenyi Zhang, Xueyi Zhao, Ke Wang, Jianling Sun |
| 2014 | ICSE | BOAT: an experimental platform for researchers to comparatively and reproducibly evaluate bug localization techniques. | Xinyu Wang, David Lo, Xin Xia, Xingen Wang, Pavneet Singh Kochhar, Yuan Tian, Xiaohu Yang, Shanping Li, Jianling Sun, Bo Zhou |
| 2014 | SDM | Latent Factor Transition for Dynamic Collaborative Filtering. | Chenyi Zhang, Ke Wang, Hongkun Yu, Jianling Sun, Ee-Peng Lim |
| 2012 | WWW | Large scale microblog mining using distributed MB-LDA. | Chenyi Zhang, Jianling Sun |
| 2010 | SERVICES | Performance Optimization for Composite Services in Multiple Networks Environment. | Shuai Zhang, Jianling Sun, Dongming Lu, Yuanhong Shen, Aleksander J. Kavs |
| 2009 | SMC | A Field-Oriented Approach to Web Form Validation for Database-Isolated Rule. | Liang Zhou, Jianling Sun |
| 2006 | ICSE | Reengineering standalone C++ legacy systems into the J2EE partition distributed environment. | Xinyu Wang, Jianling Sun, Xiaohu Yang, Chao Huang, Zhijun He, Srinivasa R. Maddineni |
| 2004 | SMC | Automatically identifying domain variables based on data dependence graph. | Xinyu Wang, Jianling Sun, Xiaohu Yang, Zhijun He, Srinivasa R. Maddineni |
| 2004 | SMC | Human factors in extracting business rules from legacy systems. | Xinyu Wang, Jianling Sun, Xiaohu Yang, Zhijun He, Srinivasa R. Maddineni |