| 2026 | AAAI | ExpertAD: Enhancing Autonomous Driving Systems with Mixture of Experts. | Haowen Jiang, Xinyu Huang, You Lu, Dingji Wang, Yuheng Cao, Chaofeng Sha, Bihuan Chen, Keyu Chen, Xin Peng |
| 2026 | AAAI | Cross-View Progressive Feature Filtering for Multi-View Graph Clustering in Remote Sensing. | Bowen Liu, Xin Peng, Wenxuan Tu, Chengyao Wei, Xiangyan Tang, Jieren Cheng, Miao Yu |
| 2026 | ACL | Progra: Progress-Aware Reinforcement Learning for Multi-Turn Function Calling. | Huacan Chai, Zijie Cao, Maolin Ran, Yingxuan Yang, Jianghao Lin, Xin Peng, Hairui Wang, Renjie Ding, Ziyu Wan, Muning Wen, Weiwen Liu, Weinan Zhang, Fei Huang, Ying Wen |
| 2026 | ACL | ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling. | Jianghao Lin, Yuanyuan Shi, Xin Peng, Renjie Ding, Hairui Wang, Yuxuan Peng, Bizhe Bai, Weixi Song, Fengshuo Bai, Huacan Chai, Weinan Zhang, Fei Huang, Ying Wen |
| 2026 | ACL | Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults. | Zhenhao Zhou, Zhuochen Huang, Yike He, Chong Wang, Jiajun Wang, Yijian Wu, Xin Peng, Yiling Lou |
| 2026 | WWW | Towards Automated Brand-Safety Detection: A Novel Dataset and Comparative Analysis of Language Models. | Xin Peng, Gerald Penn |
| 2026 | WWW | TraceLLM: Evaluating and Exploring Large Language Models on Trace Analysis in Microservice-based Web Applications. | Tong Zhou, Xin Peng, Jie Zhang, Chaofeng Sha, Chenxi Zhang, Zicheng Yuan, Senyu Xie |
| 2025 | AAAI | Federated Graph-Level Clustering Network. | Jingxin Liu, Jieren Cheng, Renda Han, Wenxuan Tu, Jiaxin Wang, Xin Peng |
| 2025 | CSCWD | Multimodal Interaction-Driven User Intent Perception Model and Application. | Xin Peng, Song Wang, Tong Wu, Hao Long |
| 2025 | ICA3PP | Low-Cost Approximate Floating-Point Multiplier Design Based on SSA and Sparse Processing. | Xin Peng, Pengcheng Li, Gang Chen, Mingche Lai, Lin Deng, Qianmin Yang, Yongwen Wang, Libo Huang |
| 2025 | ICSE | TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference. | Chong Wang, Jian Zhang, Yiling Lou, Mingwei Liu, Weisong Sun, Yang Liu, Xin Peng |
| 2025 | ICSE | LLM Based Input Space Partitioning Testing for Library APIs. | Jiageng Li, Zhen Dong, Chong Wang, Haozhen You, Cen Zhang, Yang Liu, Xin Peng |
| 2025 | ICSE | LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-Based Code Completion. | Chong Wang, Kaifeng Huang, Jian Zhang, Yebo Feng, Lyuye Zhang, Yang Liu, Xin Peng |
| 2025 | ICSE | Boosting Static Resource Leak Detection via LLM-based Resource-Oriented Intention Inference. | Chong Wang, Jianan Liu, Xin Peng, Yang Liu, Yiling Lou |
| 2025 | ICSE | Message from Cloud Intelligence / AIOps Workshop 2025 Chairs. | Jian Zhang, Qingwei Lin, Xin Peng |
| 2025 | Middleware | EdgeConnector: Enabling Seamless and Efficient Cross-Cluster Device Access in Edge Environment. | Yunna Cui, Liwei Shen, Bingkun Sun, Wente Lu, Haojie Zhang, Xin Peng |
| 2024 | AAAI | Attribute-Missing Graph Clustering Network. | Wenxuan Tu, Renxiang Guan, Sihang Zhou, Chuan Ma, Xin Peng, Zhiping Cai, Zhe Liu, Jieren Cheng, Xinwang Liu |
| 2024 | ACCV | SpikeGS: Learning 3D Gaussian Fields from Continuous Spike Stream. | Jinze Yu, Xin Peng, Zhengda Lu, Laurent Kneip, Yiqun Wang |
| 2024 | CCS | VMud: Detecting Recurring Vulnerabilities with Multiple Fixing Functions via Function Selection and Semantic Equivalent Statement Matching. | Kaifeng Huang, Chenhao Lu, Yiheng Cao, Bihuan Chen, Xin Peng |
| 2024 | CGI | Automated Data Exploration and Analysis. | Tong Wu, Song Wang, Xin Peng |
| 2024 | IJCAI | Synthesizing Programmatic Policy for Generalization within Task Domain. | Tianyi Wu, Liwei Shen, Zhen Dong, Xin Peng, Wenyun Zhao |
| 2024 | ICSE | Evaluating Large Language Models in Class-Level Code Generation. | Xueying Du, Mingwei Liu, Kaixin Wang, Hanlin Wang, Junwei Liu, Yixuan Chen, Jiayi Feng, Chaofeng Sha, Xin Peng, Yiling Lou |
| 2024 | ICSE | Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study. | Qi Guo, Junming Cao, Xiaofei Xie, Shangqing Liu, Xiaohong Li, Bihuan Chen, Xin Peng |
| 2024 | ICSE | Identifying Affected Libraries and Their Ecosystems for Open Source Software Vulnerabilities. | Susheng Wu, Wenyan Song, Kaifeng Huang, Bihuan Chen, Xin Peng |
| 2024 | ICSE | Trace-based Multi-Dimensional Root Cause Localization of Performance Issues in Microservice Systems. | Chenxi Zhang, Zhen Dong, Xin Peng, Bicheng Zhang, Miao Chen |
| 2024 | ICSE | On Calibration of Pre-trained Code Models. | Zhenhao Zhou, Chaofeng Sha, Xin Peng |
| 2024 | ISSTA | Your "Notice" Is Missing: Detecting and Fixing Violations of Modification Terms in Open Source Licenses during Forking. | Kaifeng Huang, Yingfeng Xia, Bihuan Chen, Siyang He, Huazheng Zeng, Zhuotong Zhou, Jin Guo, Xin Peng |
| 2024 | ISSTA | Reproducing Timing-Dependent GUI Flaky Tests in Android Apps via a Single Event Delay. | Xiaobao Cai, Zhen Dong, Yongjiang Wang, Abhishek Tiwari, Xin Peng |
| 2024 | ISSTA | DiaVio: LLM-Empowered Diagnosis of Safety Violations in ADS Simulation Testing. | You Lu, Yifan Tian, Yuyang Bi, Bihuan Chen, Xin Peng |
| 2024 | ISSTA | C2D2: Extracting Critical Changes for Real-World Bugs with Dependency-Sensitive Delta Debugging. | Xuezhi Song, Yijian Wu, Shuning Liu, Bihuan Chen, Yun Lin, Xin Peng |
| 2024 | NAACL | ZSEE: A Dataset based on Zeolite Synthesis Event Extraction for Automated Synthesis Platform. | Song He, Xin Peng, Yihan Cai, Xin Li, Zhiqing Yuan, Wenli Du, Weimin Yang |
| 2024 | NAACL | Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation. | Tong Su, Xin Peng, Sarubi Thillainathan, David Guzmn, Surangika Ranathunga, En-Shiun Annie Lee |
| 2024 | SMC | AutoEDA: Iterative Data Focusing and Exploratory Analysis Based on Attribute Frequency. | Tong Wu, Song Wang, Xin Peng |
| 2023 | ICSE | ViolationTracker: Building Precise Histories for Static Analysis Violations. | Ping Yu, Yijian Wu, Xin Peng, Jiahan Peng, Jian Zhang, Peicheng Xie, Wenyun Zhao |
| 2023 | ISSRE | TraceStream: Anomalous Service Localization based on Trace Stream Clustering with Online Feedback. | Tong Zhou, Chenxi Zhang, Xin Peng, Zhenghui Yan, Pairui Li, Jianming Liang, Haibing Zheng, Wujie Zheng, Yuetang Deng |
| 2023 | ISSTA | In Defense of Simple Techniques for Neural Network Test Case Selection. | Shenglin Bao, Chaofeng Sha, Bihuan Chen, Xin Peng, Wenyun Zhao |
| 2023 | WWW | SCTAP: Supporting Scenario-Centric Trigger-Action Programming based on Software-Defined Physical Environments. | Bingkun Sun, Liwei Shen, Xin Peng, Ziming Wang |
| 2023 | TrustCom | Ergonomic Design of Precise Percutaneous Robot for Substantial Organs Based on JACK Simulation. | Bowen Sun, Xin Peng, Saisai Li, Jiaxin Sun, Haochuan Tian |
| 2022 | ICSE | Demystifying the Vulnerability Propagation and Its Evolution via Dependency Trees in the NPM Ecosystem. | Chengwei Liu, Sen Chen, Lingling Fan, Bihuan Chen, Yang Liu, Xin Peng |
| 2022 | ICSE | Buildsheriff: Change-Aware Test Failure Triage for Continuous Integration Builds. | Chen Zhang, Bihuan Chen, Xin Peng, Wenyun Zhao |
| 2022 | ICSE | DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning. | Chenxi Zhang, Xin Peng, Chaofeng Sha, Ke Zhang, Zhenqing Fu, Xiya Wu, Qingwei Lin, Dongmei Zhang |
| 2022 | ISSRE | PUTraceAD: Trace Anomaly Detection with Partial Labels based on GNN and PU Learning. | Ke Zhang, Chenxi Zhang, Xin Peng, Chaofeng Sha |
| 2022 | ISSTA | Detecting and fixing data loss issues in Android apps. | Wunan Guo, Zhen Dong, Liwei Shen, Wei Tian, Ting Su, Xin Peng |
| 2022 | ISSTA | iFixDataloss: a tool for detecting and fixing data loss issues in Android apps. | Wunan Guo, Zhen Dong, Liwei Shen, Wei Tian, Ting Su, Xin Peng |
| 2022 | ISSTA | RegMiner: towards constructing a large regression dataset from code evolution history. | Xuezhi Song, Yun Lin, Siang Hwee Ng, Yijian Wu, Xin Peng, Jin Song Dong, Hong Mei |
| 2021 | BMVC | Continuous Event-Line Constraint for Closed-Form Velocity Initialization. | Xin Peng, Wanting Xu, Jiaqi Yang, Laurent Kneip |
| 2021 | IROS | Accurate depth estimation from a hybrid event-RGB stereo setup. | Yi-Fan Zuo, Li Cui, Xin Peng, Yanyu Xu, Shenghua Gao, Xia Wang, Laurent Kneip |
| 2021 | ICSE | MicroHECL: High-Efficient Root Cause Localization in Large-Scale Microservice Systems. | Dewei Liu, Chuan He, Xin Peng, Fan Lin, Chenxi Zhang, Shengfang Gong, Ziang Li, Jiayu Ou, Zheshun Wu |
| 2020 | ECCV | Globally-Optimal Event Camera Motion Estimation. | Xin Peng, Yifu Wang, Ling Gao, Laurent Kneip |
| 2020 | ICRA | Efficient Globally-Optimal Correspondence-Less Visual Odometry for Planar Ground Vehicles. | Ling Gao, Junyan Su, Jiadi Cui, Xiangchen Zeng, Xin Peng, Laurent Kneip |
| 2020 | ICRA | Online calibration of exterior orientations of a vehicle-mounted surround-view camera system. | Zhanpeng Ouyang, Lan Hu, Yukan Lu, Zhirui Wang, Xin Peng, Laurent Kneip |
| 2020 | ICRA | Reliable frame-to-frame motion estimation for vehicle-mounted surround-view camera systems. | Yifu Wang, Kun Huang, Xin Peng, Hongdong Li, Laurent Kneip |
| 2019 | IROS | Articulated Multi-Perspective Cameras and Their Application to Truck Motion Estimation. | Xin Peng, Jiadi Cui, Laurent Kneip |
| 2018 | ICSE | Benchmarking microservice systems for software engineering research. | Xiang Zhou, Xin Peng, Tao Xie, Jun Sun, Chenjie Xu, Chao Ji, Wenyun Zhao |
| 2017 | CSCW | CollaDroid: Automatic Augmentation of Android Application with Lightweight Interactive Collaboration. | Jiahuan Zheng, Xin Peng, Jiacheng Yang, Huaqian Cai, Gang Huang, Ying Zhang, Wenyun Zhao |
| 2017 | ICECCS | Learning Likely Invariants to Explain Why a Program Fails. | Long H. Pham, Jun Sun, Lyly Tran Thi, Jingyi Wang, Xin Peng |
| 2017 | ICSE | DISE 2017 Workshop Summary. | Ahmed Seffah, Birgit Penzenstadler, Carina Alves, Xin Peng |
| 2017 | IECON | An online performance monitoring using statistics pattern based kernel independent component analysis for non-Gaussian process. | Xin Peng, Ying Tian, Yang Tang, Wenli Du, Weimin Zhong, Feng Qian |
| 2017 | IECON | Tracking control of delayed networked systems via a pinning impulsive strategy. | Dandan Zhang, Yang Tang, Xin Peng |
| 2017 | IECON | H∞ impulsive consensus of multi-agent systems with external disturbances. | Wenbing Zhang, Yang Tang, Dandan Zhang, Xin Peng |
| 2017 | SCAM | Contextual Recommendation of Relevant Program Elements in an Interactive Feature Location Process. | Jinshui Wang, Xin Peng, Zhenchang Xing, Kun Fu, Wenyun Zhao |
| 2016 | ICNC | Positioning algorithm for vehicular ad hoc networks. | Xin Peng, Qiaoqiao Shen, Wen Li, Jingcheng Ouyang |
| 2015 | COMPSAC | Towards an Applied Oral Health Ontology: A Round Trip between Clinical Data and Experiential Medical Knowledge. | Letong Feng, Yanqing Li, Lin Liu, Xiaojun Ye, Jianmin Wang, Zhanqiang Cao, Xin Peng |
| 2015 | ICNC | A strip level data layout strategy for heterogeneous parallel storage systems. | Xin Huang, Yizhi Huang, Yan Liu, Renfa Li, Xin Peng |
| 2014 | ICECCS | Evolving Commitments for Self-Adaptive Socio-technical Systems. | Xin Peng, Yi Xie, Yijun Yu, John Mylopoulos, Wenyun Zhao |
| 2014 | ICSE | Self-adaptation through incremental generative model transformations at runtime. | Bihuan Chen, Xin Peng, Yijun Yu, Bashar Nuseibeh, Wenyun Zhao |
| 2014 | ICSE | Detecting differences across multiple instances of code clones. | Yun Lin, Zhenchang Xing, Yinxing Xue, Yang Liu, Xin Peng, Jun Sun, Wenyun Zhao |
| 2014 | RE | Rationalism with a dose of empiricism: Case-based reasoning for requirements-driven self-adaptation. | Wenyi Qian, Xin Peng, Bihuan Chen, John Mylopoulos, Huanhuan Wang, Wenyun Zhao |
| 2013 | ICSE | Improving feature location practice with multi-faceted interactive exploration. | Jinshui Wang, Xin Peng, Zhenchang Xing, Wenyun Zhao |
| 2013 | ICWS | Finding Preferred Skyline Solutions for SLA-Constrained Service Composition. | Xin Zhao, Liwei Shen, Xin Peng, Wenyun Zhao |
| 2013 | TASE | Requirements-Driven Self-Repairing against Environmental Failures. | Rui-Zhi Dong, Xin Peng, Yijun Yu, Wenyun Zhao |
| 2012 | COMPSAC | Learning-Based Multi-controller Coordination for Self-Optimization. | Richang Lin, Bihuan Chen, Yi Xie, Xin Peng, Wenyun Zhao |
| 2012 | COMPSAC | Quality-Driven Self-Adaptation: Bridging the Gap between Requirements and Runtime Architecture by Design Decision. | Liwei Shen, Xin Peng, Wenyun Zhao |
| 2012 | COMPSAC | Software Product Line Engineering for Developing Self-Adaptive Systems: Towards the Domain Requirements. | Liwei Shen, Xin Peng, Wenyun Zhao |
| 2012 | COMPSAC | Automatic Adaptation of Software Applications to Database Evolution by Graph Differencing and AOP-Based Dynamic Patching. | Yang Song, Xin Peng, Zhenchang Xing, Wenyun Zhao |
| 2012 | RE | Stateful requirements monitoring for self-repairing socio-technical systems. | Lingxiao Fu, Xin Peng, Yijun Yu, John Mylopoulos, Wenyun Zhao |
| 2012 | RE | Towards understanding requirement evolution in a software product line an industrial case study. | Yijian Wu, Didar Zowghi, Xin Peng, Wenyun Zhao |
| 2012 | TrustCom | An Efficient Distributed Transactional Memory System. | Xin Peng, Xiaofei Liao, Hai Jin, Xuepeng Fan, Xuping Tu, Linchen Yu |
| 2011 | COMPSAC | Fine-Grained Configuration Management for Collaborative Ontology Development. | Tao Yang, Yijian Wu, Xin Peng, Wenyun Zhao |
| 2011 | ICSE | Iterative context-aware feature location. | Xin Peng, Zhenchang Xing, Xi Tan, Yijun Yu, Wenyun Zhao |
| 2011 | ICSR | Towards Feature-Oriented Variability Reconfiguration in Dynamic Software Product Lines. | Liwei Shen, Xin Peng, Jindu Liu, Wenyun Zhao |
| 2011 | ICSR | Architecture Evolution in Software Product Line: An Industrial Case Study. | Yijian Wu, Xin Peng, Wenyun Zhao |
| 2011 | ICSR | Recovering Object-Oriented Framework for Software Product Line Reengineering. | Yijian Wu, Yiming Yang, Xin Peng, Cheng Qiu, Wenyun Zhao |
| 2011 | ICSR | Improving Product Line Architecture Design and Customization by Raising the Level of Variability Modeling. | Jiayi Zhu, Xin Peng, Stan Jarzabek, Zhenchang Xing, Yinxing Xue, Wenyun Zhao |
| 2011 | RE | Are your sites down? Requirements-driven self-tuning for the survivability of Web systems. | Bihuan Chen, Xin Peng, Yijun Yu, Wenyun Zhao |
| 2011 | WWW | Survivability-oriented self-tuning of web systems. | Bihuan Chen, Xin Peng, Yijun Yu, Wenyun Zhao |
| 2011 | SEKE | Scalability of Variability Management: An Example of Industrial Practice and Some Improvements. | Yinxing Xue, Stan Jarzabek, Pengfei Ye, Xin Peng, Wenyun Zhao |
| 2010 | COMPSAC | Synchronized Architecture Evolution in Software Product Line Using Bidirectional Transformation. | Liwei Shen, Xin Peng, Jiayi Zhu, Wenyun Zhao |
| 2010 | RE | Self-Tuning of Software Systems Through Goal-based Feedback Loop Control. | Xin Peng, Bihuan Chen, Yijun Yu, Wenyun Zhao |
| 2009 | CaiSE | Goal-Directed Modeling of Self-adaptive Software Architecture. | Shan Tang, Xin Peng, Yijun Yu, Wenyun Zhao |
| 2009 | ICSR | Feature-Driven and Incremental Variability Generalization in Software Product Line. | Liwei Shen, Xin Peng, Wenyun Zhao |
| 2009 | ICSR | A Case Study of Variation Mechanism in an Industrial Product Line. | Pengfei Ye, Xin Peng, Yinxing Xue, Stan Jarzabek |
| 2009 | SEKE | An Architecture-based Evolution Management Method for Software Product Line. | Xin Peng, Liwei Shen, Wenyun Zhao |
| 2008 | COMPSAC | An Adaptive Software Architecture Model Based on Component-Mismatches Detection and Elimination. | Shan Tang, Xin Peng, Yiming Lau, Wenyun Zhao, Zhixiong Jiang |
| 2008 | ICNC | Spectra Analysis of Sampling and Reconstructing Continuous Signal Using Hamming Window Function. | Yizhong Song, Xin Peng |
| 2008 | ICNC | An Improved PSO Algorithm Based Multimodality Medical Image Automatic Registration. | Benzheng Wei, Xin Peng, Zhimin Zhao |
| 2008 | ICSR | Feature Implementation Modeling Based Product Derivation in Software Product Line. | Xin Peng, Liwei Shen, Wenyun Zhao |
| 2007 | APSEC | Coordination-Policy Based Composed System Behavior Derivation. | Yiming Lau, Wenyun Zhao, Xin Peng, Zhixiong Jiang, Liwei Shen |
| 2007 | COMPSAC | A Connector-Centric Approach to Aspect-Oriented Software Evolution. | Yiming Lau, Wenyun Zhao, Xin Peng, Shan Tang |
| 2007 | COMPSAC | Decision Support for Dynamic Adaptation of Business Systems Based on Feature Binding Analysis. | Liwei Shen, Xin Peng, Wenyun Zhao |
| 2007 | COMPSAC | An Automatic Connector Generation Method for Dynamic Architecture. | Yiming Yang, Xin Peng, Wenyun Zhao |
| 2006 | APWEB | Using Abstract State Machine in Architecture Design of Distributed Software Component Repository. | Yunjiao Xue, Leqiu Qian, Xin Peng, Yijian Wu, Ruzhi Xu |
| 2006 | ICSR | Ontology-Based Feature Modeling and Application-Oriented Tailoring. | Xin Peng, Wenyun Zhao, Yunjiao Xue, Yijian Wu |