| 2026 | SANER | Progressively Mitigating API Hallucination in LLM-Generated Code via Knowledge Graph Reasoning. | Yuxuan Li, Zexiong Ma, Yanzhen Zou, Yue Wang, Lihan Yang, Bing Xie |
| 2025 | AAAI | DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations. | Yongxin Xu, Xinke Jiang, Xu Chu, Rihong Qiu, Yujie Feng, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie |
| 2025 | ACL | SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning. | Zexiong Ma, Chao Peng, Pengfei Gao, Xiangxin Meng, Yanzhen Zou, Bing Xie |
| 2024 | ASPLOS | CrossPrefetch: Accelerating I/O Prefetching for Modern Storage. | Shaleen Garg, Jian Zhang, Rekha Pitchumani, Manish Parashar, Bing Xie, Sudarsun Kannan |
| 2024 | COMPSAC | Context-Focused Prompt Tuning Pre-Trained Code Models to Improve Code Summarization. | Xinglu Pan, Chenxiao Liu, Yanzhen Zou, Xianlin Zhao, Bing Xie |
| 2024 | KDD | ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup. | Yongxin Xu, Xinke Jiang, Xu Chu, Yuzhen Xiao, Chaohe Zhang, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie |
| 2024 | SC | RecFlex: Enabling Feature Heterogeneity-Aware Optimization for Deep Recommendation Models with Flexible Schedules. | Zaifeng Pan, Zhen Zheng, Feng Zhang, Bing Xie, Ruofan Wu, Shaden Smith, Chuanjie Liu, Olatunji Ruwase, Xiaoyong Du, Yufei Ding |
| 2023 | AAAI | KerPrint: Local-Global Knowledge Graph Enhanced Diagnosis Prediction for Retrospective and Prospective Interpretations. | Kai Yang, Yongxin Xu, Peinie Zou, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie |
| 2023 | IJCAI | VecoCare: Visit Sequences-Clinical Notes Joint Learning for Diagnosis Prediction in Healthcare Data. | Yongxin Xu, Kai Yang, Chaohe Zhang, Peinie Zou, Zhiyuan Wang, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie |
| 2023 | WWW | SeqCare: Sequential Training with External Medical Knowledge Graph for Diagnosis Prediction in Healthcare Data. | Yongxin Xu, Xu Chu, Kai Yang, Zhiyuan Wang, Peinie Zou, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie |
| 2022 | HPDC | Access Patterns and Performance Behaviors of Multi-layer Supercomputer I/O Subsystems under Production Load. | Jean Luca Bez, Ahmad Maroof Karimi, Arnab Kumar Paul, Bing Xie, Suren Byna, Philip H. Carns, Sarp Oral, Feiyi Wang, Jesse Hanley |
| 2022 | HPDC | SchedInspector: A Batch Job Scheduling Inspector Using Reinforcement Learning. | Di Zhang, Dong Dai, Bing Xie |
| 2022 | NSDI | Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks. | Joshua Romero, Junqi Yin, Nouamane Laanait, Bing Xie, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson |
| 2021 | CCGRID | Battle of the Defaults: Extracting Performance Characteristics of HDF5 under Production Load. | Bing Xie, Houjun Tang, Suren Byna, Jesse Hanley, Quincey Koziol, Tonglin Li, Sarp Oral |
| 2021 | CLUSTER | WIRE: Resource-efficient Scaling with Online Prediction for DAG-based Workflows. | Bing Xie, Qiang Cao, Mayuresh Kunjir, Linli Wan, Jeffrey S. Chase, Anirban Mandal, Mats Rynge |
| 2020 | AAAI | COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment. | Kai Yang, Shaoqin Liu, Junfeng Zhao, Yasha Wang, Bing Xie |
| 2020 | SC | RLScheduler: an automated HPC batch job scheduler using reinforcement learning. | Di Zhang, Dong Dai, Youbiao He, Forrest Sheng Bao, Bing Xie |
| 2019 | ICSR | NLI2Code: Reusing Libraries with Natural Language Interface. | Qi Shen, Bing Xie, Yanzhen Zou, Zixiao Zhu, Shijun Wu |
| 2019 | ICSR | Searching Software Knowledge Graph with Question. | Min Wang, Yanzhen Zou, Yingkui Cao, Bing Xie |
| 2019 | SC | Applying Machine Learning to Understand Write Performance of Large-scale Parallel Filesystems. | Bing Xie, Zilong Tan, Philip H. Carns, Jeffrey S. Chase, Kevin Harms, Jay F. Lofstead, Sarp Oral, Sudharshan S. Vazhkudai, Feiyi Wang |
| 2019 | UIC | Supervised Nonnegative Tucker Decomposition for Computational Phenotyping. | Kai Yang, Wenqi Sun, Junfeng Zhao, Yasha Wang, Bing Xie |
| 2017 | AAAI | TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records. | Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guo Tong Xie, Junfeng Zhao, Bing Xie, Fei Wang |
| 2017 | HPDC | Predicting Output Performance of a Petascale Supercomputer. | Bing Xie, Yezhou Huang, Jeffrey S. Chase, Jong Youl Choi, Scott Klasky, Jay F. Lofstead, Sarp Oral |
| 2017 | ICPRAM | Light Intensity Automatic Adjustment Technology and Its Application in Palmprint Recognition System. | Guangming Lu, Xu Liang, Bing Xie |
| 2017 | ICSE | Learning to prioritize test programs for compiler testing. | Junjie Chen, Yanwei Bai, Dan Hao, Yingfei Xiong, Hongyu Zhang, Bing Xie |
| 2017 | ICST | How Do Assertions Impact Coverage-Based Test-Suite Reduction? | Junjie Chen, Yanwei Bai, Dan Hao, Lingming Zhang, Lu Zhang, Bing Xie |
| 2017 | QRS | Toward Summary Extraction Method for Functional Topic. | Wenpeng Li, Yingkui Cao, Junfeng Zhao, Yanzhen Zou, Bing Xie |
| 2016 | ICDM | Probabilistic-Mismatch Anomaly Detection: Do One's Medications Match with the Diagnoses. | Lingxiao Zhang, Xiang Li, Haifeng Liu, Jing Mei, Gang Hu, Junfeng Zhao, Yanzhen Zou, Bing Xie, Guotong Xie |
| 2016 | ICSE | An empirical comparison of compiler testing techniques. | Junjie Chen, Wenxiang Hu, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie |
| 2016 | ICST | Test Case Prioritization for Compilers: A Text-Vector Based Approach. | Junjie Chen, Yanwei Bai, Dan Hao, Yingfei Xiong, Hongyu Zhang, Lu Zhang, Bing Xie |
| 2015 | ICSE | Safe Memory-Leak Fixing for C Programs. | Qing Gao, Yingfei Xiong, Yaqing Mi, Lu Zhang, Weikun Yang, Zhaoping Zhou, Bing Xie, Hong Mei |
| 2015 | POPL | Summary-Based Context-Sensitive Data-Dependence Analysis in Presence of Callbacks. | Hao Tang, Xiaoyin Wang, Lingming Zhang, Bing Xie, Lu Zhang, Hong Mei |
| 2013 | APSEC | Quality Driven Design of Program Frameworks for Intelligent Sensor Applications. | Tingxun Shi, Ruizhi Wang, Daolan Zhang, Wenpin Jiao, Bing Xie |
| 2013 | ICSR | Mining Cohesive Domain Topics from Source Code. | Bing Xie, Meng Li, Jing Jin, Junfeng Zhao, Yanzhen Zou |
| 2013 | ICSR | Assessing Software Quality through Web Comment Search and Analysis. | Yanzhen Zou, Changsheng Liu, Yong Jin, Bing Xie |
| 2013 | SEKE | How Does Acquirer's Participation Influence Performance of Software Projects: A Quantitative Analysis (S). | Yasha Wang, Jiangtao Wang, Jiakuan Ma, Bing Xie |
| 2012 | APSEC | An Exploratory Study of API Usage Examples on the Web. | Lijie Wang, Yanzhen Zou, Lu Fang, Bing Xie, Fuqing Yang |
| 2012 | COMPSAC | Internet-Based Evaluation and Prediction of Web Services Trustworthiness. | Meng Li, Zhebang Hua, Junfeng Zhao, Yanzhen Zou, Bing Xie |
| 2012 | ICSOC | ARIMA Model-Based Web Services Trustworthiness Evaluation and Prediction. | Meng Li, Zhebang Hua, Junfeng Zhao, Yanzhen Zou, Bing Xie |
| 2012 | SC | Characterizing output bottlenecks in a supercomputer. | Bing Xie, Jeffrey S. Chase, David Dillow, Oleg Drokin, Scott Klasky, Sarp Oral, Norbert Podhorszki |
| 2012 | SERVICES | Propositional Logic-Based and Evidence-Rich Trustworthiness Evaluation for Web Services. | Meng Li, Jing Jin, Junfeng Zhao, Bing Xie |
| 2011 | ICSR | A Semi-supervised Approach for Component Recommendation Based on Citations. | Sibo Cai, Yanzhen Zou, Lijie Wang, Bing Xie, Weizhong Shao |
| 2011 | ICSR | The 2 | Xiaoguang Mao, Bing Xie |
| 2011 | ICWS | CoWS: An Internet-Enriched and Quality-Aware Web Services Search Engine. | Meng Li, Junfeng Zhao, Lijie Wang, Sibo Cai, Bing Xie |
| 2011 | SEKE | Recommending Component by Citation: A Semi-supervised Approach for Determination. | Sibo Cai, Yanzhen Zou, Lijie Wang, Bing Xie, Weizhong Shao |
| 2010 | ATC | A Framework for Trust Enabled Software Asset Retrieval. | Yanzhen Zou, Sibo Cai, Meng Li, Lijie Wang, Bing Xie |
| 2010 | PIMRC | Joint channel-aware and queue-aware relay selection and resource allocation in cooperative OFDMA networks. | Bing Xie, Wenan Zhou, Chenxi Hao, Wei Chen, Junde Song |
| 2010 | VTC | A Novel Bargaining Based Relay Selection and Power Allocation Scheme for Distributed Cooperative Communication Networks. | Bing Xie, Wenan Zhou, Chenxi Hao, Xiaoli Ai, Junde Song |
| 2010 | WCNC | Network Selection Issue in Heterogeneous Wireless Environment. | Xiaoli Ai, Wenan Zhou, Bing Xie, Junde Song |
| 2010 | SEKE | Assisting Developers to Read Code Help-Documents Efficiently through Discovering Document-section Relationships. | Lijie Wang, Leye Wang, Ge Li, Bing Xie |
| 2010 | SEKE | TSRR: A Software Resource Repository for Trustworthiness Resource Management and Reuse. | Junfeng Zhao, Bing Xie, Yasha Wang, Yongjun Xu |
| 2010 | UIC | A Flexible Multi-Source Web Service's QoS Acquisition Framework and Implementation. | Junfeng Zhao, Lingshuang Shao, Zhiwen Cheng, Bing Xie |
| 2009 | CCGRID | Performance under Failures of DAG-based Parallel Computing. | Hui Jin, Xian-He Sun, Ziming Zheng, Zhiling Lan, Bing Xie |
| 2009 | ICPADS | Performance under Failure of Multi-tier Web Services. | Bing Xie, Yong Chen, Xian-He Sun, Hui Jin |
| 2009 | ICSOC | Assisting Trustworthiness Based Web Services Selection Using the Fidelity of Websites. | Lijie Wang, Fei Liu, Ge Li, Liang Gu, Liangjie Zhang, Bing Xie |
| 2009 | ICWS | User-Perceived Service Availability: A Metric and an Estimation Approach. | Lingshuang Shao, Junfeng Zhao, Tao Xie, Lu Zhang, Bing Xie, Hong Mei |
| 2009 | IWCMC | Performance of downlink MC-CDMA and CI/MC-CDMA systems in the presence of narrowband interference. | Bing Xie, Eric C. Like, Michael A. Temple, Zhiqiang Wu |
| 2009 | SEKE | User Perceived Response-time Optimization Method for Composite Web Services. | Junfeng Zhao, Yasha Wang, Bing Xie |
| 2008 | CCS | Remote attestation on program execution. | Liang Gu, Xuhua Ding, Robert Huijie Deng, Bing Xie, Hong Mei |
| 2008 | ICSR | Recommending Typical Usage Examples for Component Retrieval in Reuse Repositories. | Yan Li, Liangjie Zhang, Ge Li, Bing Xie, Jiasu Sun |
| 2008 | ICWS | Mining the Web of Trust for Web Services Selection. | Sibo Cai, Yanzhen Zou, Bing Xie, Weizhong Shao |
| 2008 | ICWS | Dynamic Availability Estimation for Service Selection Based on Status Identification. | Lingshuang Shao, Lu Zhang, Tao Xie, Junfeng Zhao, Bing Xie, Hong Mei |
| 2007 | COMPSAC | Mining User Query Logs to Refine Component Description. | Yan Li, Shaobin Cheng, Lu Zhang, Bing Xie, Jiasu Sun |
| 2007 | ICWS | An Exploratory Study of Web Services on the Internet. | Yan Li, Yao Liu, Liang-Jie Zhang, Ge Li, Bing Xie, Jiasu Sun |
| 2007 | ICWS | Personalized QoS Prediction forWeb Services via Collaborative Filtering. | Lingshuang Shao, Jing Zhang, Yong Wei, Junfeng Zhao, Bing Xie, Hong Mei |
| 2007 | SEKE | Ontology Based Classification Generating Method for Browsing-Based Component Retrieval. | Ge Li, Lu Zhang, Bing Xie, Weizhong Shao |
| 2006 | ICWS | User Feedback-Based Refinement for Web Services Retrieval using Multiple Instance Learning. | Yanzhen Zou, Liang-Jie Zhang, Lu Zhang, Bing Xie, Hong Mei |
| 2006 | SEKE | Ranking Component Retrieval Results by Leveraging User History Information. | Yan Li, Ying Pan, Lu Zhang, Bing Xie, Jiasu Sun |
| 2005 | COMPSAC | An Extended Approach to Improving the Semantic Interoperation Among Reuse Repositories. | Ying Pan, Lei Wang, Lu Zhang, Bing Xie, Fuqing Yang |
| 2004 | ICSR | Attribute Ranking: An Entropy-Based Approach to Accelerating Browsing-Based Component Retrieval. | Ge Li, Ying Pan, Lu Zhang, Bing Xie, Weizhong Shao |
| 2004 | ICTAC | Towards an Optimization-Based Method for Consolidating Domain Variabilities in Domain-Specific Web Services Composition. | Junfeng Zhao, Lu Zhang, Yasha Wang, Ying Jiang, Bing Xie |