| 2026 | AAAI | Global-Local Confidence Fusion for Hallucination Detection in Mathematical Reasoning Task. | Bo Zhang, Cong Gao, Linkang Yang, Bingxu Han, Minghao Hu, Zhunchen Luo, Guotong Geng, Xiaoying Bai, Jun Zhang, Wen Yao, Zhong Wang |
| 2026 | WWW | Diffusion-based Kriging Model with Graph-enhanced Attention. | Mingtao Zhang, Guoli Yang, Zhanxing Zhu, Guangyin Jin, Mengzhu Wang, Xiaoying Bai |
| 2025 | AAAI | M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking. | Fang Wang, Shenglin Yin, Xiaoying Bai, Minghao Hu, Tianwei Yan, Yi Liang |
| 2025 | AAAI | Poplar: Efficient Scaling of Distributed DNN Training on Heterogeneous GPU Clusters. | WenZheng Zhang, Yang Hu, Jing Shi, Xiaoying Bai |
| 2025 | ACL | Dynamic Evil Score-Guided Decoding: An Efficient Decoding Framework For Red-Team Model. | Cong Gao, Bo Zhang, Linkang Yang, Minghao Hu, Zhunchen Luo, Xiaoying Bai, Guotong Geng, Jun Zhang, Yunhua Xue |
| 2025 | ADMA | An LLM Agent-Based Complex Semantic Table Annotation Approach. | Yilin Geng, Shujing Wang, Chuan Wang, Keqing He, Yanfei Lv, Ying Wang, Zaiwen Feng, Xiaoying Bai |
| 2025 | APSEC | BlockAlign: Fair Performance Testing for Blockchains based on Configuration Alignment. | Jing Shi, Chenglin Xie, Jianbo Gao, Peilun Li, Guoli Yang, Xiaoying Bai |
| 2025 | EMNLP | AELC: Adaptive Entity Linking with LLM-Driven Contextualization. | Fang Wang, Zhengwei Tao, Ming Wang, Minghao Hu, Xiaoying Bai |
| 2025 | EMNLP | Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework. | Yini Wang, Xian Zhou, Shengan Zheng, Linpeng Huang, Zhunchen Luo, Wei Luo, Xiaoying Bai |
| 2025 | EMNLP | SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models. | Bo Zhang, Cong Gao, Linkang Yang, Bingxu Han, Minghao Hu, Zhunchen Luo, Guotong Geng, Xiaoying Bai, Jun Zhang, Wen Yao, Zhong Wang |
| 2025 | ICASSP | DiffMEL: A large-scale difficulty-graded dataset for Multimodal Entity Linking. | Fang Wang, Xiaoying Bai, Tianwei Yan, Minghao Hu, Yi Liang |
| 2024 | AAAI | From Toxic to Trustworthy: Using Self-Distillation and Semi-supervised Methods to Refine Neural Networks. | Xianda Zhang, Baolin Zheng, Jianbao Hu, Chengyang Li, Xiaoying Bai |
| 2024 | ACL | EVIT: Event-Oriented Instruction Tuning for Event Reasoning. | Zhengwei Tao, Xiancai Chen, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Yiwei Lou |
| 2024 | ACL | MEEL: Multi-Modal Event Evolution Learning. | Zhengwei Tao, Zhi Jin, Junqiang Huang, Xiancai Chen, Xiaoying Bai, Yifan Zhang, Chongyang Tao |
| 2023 | ACL | SEAG: Structure-Aware Event Causality Generation. | Zhengwei Tao, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Chengfeng Dou, Yongqiang Zhao, Fang Wang, Chongyang Tao |
| 2020 | ICSE | Generating API Test Data Using Deep Reinforcement Learning. | Steyn Huurman, Xiaoying Bai, Thomas Hirtz |
| 2019 | ICSE | Blockchain and sustainability: a systematic mapping study. | Eirik Harald Lund, Letizia Jaccheri, Jingyue Li, Orges Cico, Xiaoying Bai |
| 2018 | FIE | The DevOps Lab Platform for Managing Diversified Projects in Educating Agile Software Engineering. | Xiaoying Bai, Dan Pei, Mingjie Li, Shanshan Li |
| 2018 | ICSE | Continuous delivery of personalized assessment and feedback in agile software engineering projects. | Xiaoying Bai, Mingjie Li, Dan Pei, Shanshan Li, Deming Ye |
| 2017 | COMPSAC | A Model-Based Framework for Cloud API Testing. | Junyi Wang, Xiaoying Bai, Linyi Li, Zhicheng Ji, Haoran Ma |
| 2017 | ICST | Cloud API Testing. | Junyi Wang, Xiaoying Bai, Haoran Ma, Linyi Li, Zhicheng Ji |
| 2015 | COMPSAC | Geographical Test Data Generation by Simulated-Annealing. | Kejia Hou, Jun Huang, Xiaoying Bai |
| 2015 | COMPSAC | Message from the IWSC 2015 Workshop Organizers. | Stephen S. Yau, Wei-Tek Tsai, Kenji Takahashi, Xiaoying Bai, Helen D. Karatza |
| 2014 | CloudCom | Scale-Out vs. Scale-Up Techniques for Cloud Performance and Productivity. | Kai Hwang, Yue Shi, Xiaoying Bai |
| 2014 | COMPSAC | Risk Based Testing of Open Source Software (OSS). | Inbal Yahav, Ron S. Kenett, Xiaoying Bai |
| 2014 | ISoLA | Data Driven Testing of Open Source Software. | Inbal Yahav, Ron S. Kenett, Xiaoying Bai |
| 2013 | IC2E | Adaptive Fault Detection for Testing Tenant Applications in Multi-tenancy SaaS Systems. | Wei-Tek Tsai, Qingyang Li, Charles J. Colbourn, Xiaoying Bai |
| 2013 | ICSE | Vee@Cloud: The virtual test lab on the cloud. | Xiaoying Bai, Muyang Li, Xiaofei Huang, Wei-Tek Tsai, Jerry Zeyu Gao |
| 2013 | ICSE | Test algebra for combinatorial testing. | Wei-Tek Tsai, Charles J. Colbourn, Jie Luo, Guanqiu Qi, Qingyang Li, Xiaoying Bai |
| 2012 | CloudCom | A cloud-based TaaS infrastructure with tools for SaaS validation, performance and scalability evaluation. | Jerry Gao, K. Manjula, P. Roopa, E. Sumalatha, Xiaoying Bai, Wei-Tek Tsai, Tadahiro Uehara |
| 2012 | ISORC | Scalable Architectures for SaaS. | Wei-Tek Tsai, Yu Huang, Xiaoying Bai, Jerry Gao |
| 2011 | COMPSAC | Semantic-Based Test Oracles. | Xiaoying Bai, Kejia Hou, Hao Lu, Yao Zhang, Linping Hu, Hong Ye |
| 2011 | COMPSAC | Interface-Based Automated Testing for Open Software Architecture. | Xiaoying Bai, Hao Lu, Yao Zhang, Renwei Zhang, Linping Hu, Hong Ye |
| 2011 | ISADS | An Approach for Service Composition and Testing for Cloud Computing. | Wei-Tek Tsai, Peide Zhong, Janaka Balasooriya, Yinong Chen, Xiaoying Bai, Jay Elston |
| 2011 | ISADS | Service Replication Strategies with MapReduce in Clouds. | Wei-Tek Tsai, Peide Zhong, Jay Elston, Xiaoying Bai, Yinong Chen |
| 2011 | ICSE | Design of intelligent agents for collaborative testing of service-based systems. | Xiaoying Bai, Bin Chen, Bo Ma, Yunzhan Gong |
| 2011 | WSC | P4-simsaas: policy specification for Multi-Tendency simulation software-as-a-service model. | Wei-Tek Tsai, Wu Li, Xiaoying Bai, Jay Elston |
| 2011 | SEKE | Testing Configurable Component-Based Software - Configuration Test Modeling and Complexity Analysis. | Jerry Gao, Jing Guan, Alex Ma, Chuanqi Tao, Xiaoying Bai, David Chenho Kung |
| 2010 | SEKE | Ontology-Based Dependency-Guided Service Composition for User-Centric SOA. | Wei-Tek Tsai, Peide Zhong, Jay Elston, Yinong Chen, Xiaoying Bai |
| 2009 | COMPSAC | Risk-Based Adaptive Group Testing of Semantic Web Services. | Xiaoying Bai, Ron S. Kenett |
| 2009 | COMPSAC | A Hierarchical Reliability Model of Service-Based Software System. | Lijun Wang, Xiaoying Bai, Lizhu Zhou, Yinong Chen |
| 2009 | SERVICES | Model-Based Monitoring and Policy Enforcement of Services. | Xiaoying Bai, Yongli Liu, Lijun Wang, Wei-Tek Tsai, Peide Zhong |
| 2008 | COMPSAC | Collaborative Web Services Monitoring with Active Service Broker. | Xiaoying Bai, Shufang Lee, Wei-Tek Tsai, Yinong Chen |
| 2008 | ICWS | Ontology-Based Test Modeling and Partition Testing of Web Services. | Xiaoying Bai, Shufang Lee, Wei-Tek Tsai, Yinong Chen |
| 2008 | SEKE | SyncTest: a Tool to Synchronize Source Code, Model and Testing. | Xiaoying Bai, Tao Liu |
| 2008 | SEKE | Translating OWL Specified Domain Knowledge to Aspect Oriented Model. | Juanzi Li, Xinyu You, Xiaoying Bai |
| 2007 | COMPSAC | Adaptive Web Services Testing. | Xiaoying Bai, Yinong Chen, Zhongkui Shao |
| 2007 | COMPSAC | Dynamic Reconfigurable Testing of Service-Oriented Architecture. | Xiaoying Bai, Dezheng Xu, Guilan Dai |
| 2007 | COMPSAC | Contract-Based Testing for Web Services. | Guilan Dai, Xiaoying Bai, Yongbo Wang, Fengjun Dai |
| 2007 | ISADS | Ontology-Based Test Case Generation for Testing Web Services. | Yongbo Wang, Xiaoying Bai, Juanzi Li, Ruobo Huang |
| 2001 | COMPSAC | Scenario-Based Functional Regression Testing. | Raymond A. Paul, Lian Yu, Wei-Tek Tsai, Xiaoying Bai |
| 2001 | COMPSAC | End-To-End Integration Testing Design. | Wei-Tek Tsai, Xiaoying Bai, Raymond A. Paul, Weiguang Shao, Vishal Agarwal |
| 2001 | EDOC | Distributed End-to-End Testing Management. | Xiaoying Bai, Wei-Tek Tsai, Techeng Shen, Bing Li, Raymond A. Paul |
| 2001 | ER | XML-based E2E Test Report Management. | Raymond A. Paul, Wei-Tek Tsai, Bing Li, Xiaoying Bai |