OSNET - A Language for Domain Modeling. - Ruqian Lu; Zhi Jin 001; Lin Liu 001; Guochuang Fan; Gang Chen; Xiaojin Xun; Sheng Wang (TOOLS (27), 1998)

Involving End Users in Requirements Elicitation and Goal-Oriented Analysis. - Zhi Jin 001; David A. Bell (Applied Informatics, 2003)

Automatically multi-paradigm requirements modeling and analyzing: An ontology-based approach. - Zhi Jin 001; Ruqian Lu; David A. Bell (Sci. China Ser. F Inf. Sci., 2003)

An experiment for showing some kind of artificial understanding. - Zhi Jin 001; David A. Bell (Expert Syst. J. Knowl. Eng., 2003)

Automated Requirements Elicitation: Combining a Model-Driven Approach with Concept Reuse. - Zhi Jin 001; David A. Bell; F. George Wilkie; David G. Leahy (Int. J. Softw. Eng. Knowl. Eng., 2003)

Measuring Inconsistency in Requirements Specifications. - Kedian Mu; Zhi Jin 001; Ruqian Lu; Weiru Liu (ECSQARU, 2005)

Web Service Retrieval: An Approach Based on Context Ontology. - Zhi Jin 001; Lin Liu 001 (COMPSAC (1), 2006)

Environment Ontology-Based Capability Specification for Web Service Discovery. - Puwei Wang; Zhi Jin 001; Lin Liu 001 (ICFEM, 2006)

Towards automatic problem decomposition: an ontology-based approach. - Zhi Jin 001; Lin Liu 001 (IWAAPF@ICSE, 2006)

An Approach for Specifying Capability ofWeb Services based on Environment Ontology. - Puwei Wang; Zhi Jin 001; Lin Liu 001 (ICWS, 2006)

On Constructing Environment Ontology for Semantic Web Services. - Puwei Wang; Zhi Jin 001; Lin Liu 001 (KSEM, 2006)

Towards A Service Requirements Ontology on Knowledge and Intention. - Lin Liu 001; Qiang Liu; Chi-Hung Chi; Zhi Jin 001; Eric S. K. Yu (QSIC, 2006)

Integrating Goals and Problem Frames in Requirements Analysis. - Lin Liu 001; Zhi Jin 001 (RE, 2006)

Towards Controllable Requirements Engineering Processes based on Cybernetics. - Lin Liu 001; Zhi Jin 001; Ruqian Lu (COMPSAC (2), 2007)

An Ontology of Problem Frames for Guiding Problem Frame Specification. - Xiaohong Chen 001; Zhi Jin 001; Lijun Yi (KSEM, 2007)

A Merging-Based Approach to Handling Inconsistency in Locally Prioritized Software Requirements. - Kedian Mu; Weiru Liu; Zhi Jin 001; Ruqian Lu; Anbu Yue; David A. Bell (KSEM, 2007)

A Measurement-Driven Process Model for Managing Inconsistent Software Requirements. - Kedian Mu; Zhi Jin 001; Didar Zowghi (APSEC, 2008)

A BDD-Based Approach to Verifying Clone-Enabled Feature Models' Constraints and Customization. - Wei Zhang 004; Hua Yan; Haiyan Zhao 001; Zhi Jin 001 (ICSR, 2008)

A Scenario-Based Problem Decomposition. - Xiaohong Chen 001; Zhi Jin 001 (ICYCS, 2008)

NIIA: Nonparametric Iterative Imputation Algorithm. - Shichao Zhang 001; Zhi Jin 001; Xiaofeng Zhu 001 (PRICAI, 2008)

Balancing Academic and Industrial Needs in RE Courses. - Lin Liu 001; Zhi Jin 001 (REET, 2008)

Towards a service requirements modelling ontology based on agent knowledge and intentions. - Lin Liu 001; Qiang Liu; Chi-Hung Chi; Zhi Jin 001; Eric S. K. Yu (Int. J. Agent Oriented Softw. Eng., 2008)

A Priority-Based Negotiations Approach for Handling Inconsistencies in Multi-Perspective Software Requirements. - Kedian Mu; Zhi Jin 001; Didar Zowghi (J. Syst. Sci. Complex., 2008)

Building toward Capability Specifications of Web Services Based on an Environment Ontology. - Puwei Wang; Zhi Jin 001; Lin Liu 001; Guangjun Cai (IEEE Trans. Knowl. Data Eng., 2008)

Performing Projection in Problem Frames Using Scenarios. - Zhi Jin 001; Xiaohong Chen 001; Didar Zowghi (APSEC, 2009)

Elicit the Requirements on Software Dependability: A Knowledge-Based Approach. - Chun Liu 008; Yue Wang; Zhi Jin 001 (APSEC, 2009)

AVT Vector: A Quantitative Security Requirements Evaluation Approach Based on Assets, Vulnerabilities and Trustworthiness of Environment. - Teng Long; Lin Liu 001; Yijun Yu; Zhi Jin 001 (RE, 2009)

A Use Case Based Approach to Feature Models' Construction. - Bo Wang 050; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Hong Mei 001 (RE, 2009)

Strategies for complex data cube queries. - Shichao Zhang 001; Rifeng Wang; Zhi Jin 001 (Appl. Intell., 2009)

Mining class-bridge rules based on rough sets. - Shichao Zhang 001; Feng Chen 001; Zhi Jin 001; Ruili Wang (Expert Syst. Appl., 2009)

Mining globally interesting patterns from multiple databases using kernel estimation. - Shichao Zhang 001; Xiaofang You; Zhi Jin 001; Xindong Wu 001 (Expert Syst. Appl., 2009)

A decremental algorithm of frequent itemset maintenance for mining updated databases. - Shichao Zhang 001; Jilian Zhang; Zhi Jin 001 (Expert Syst. Appl., 2009)

Handling Inconsistency In Distributed Software Requirements Specifications Based On Prioritized Merging. - Kedian Mu; Weiru Liu; Zhi Jin 001; Ruqian Lu; Anbu Yue; David A. Bell (Fundam. Informaticae, 2009)

Missing Data Analysis: A Kernel-Based Multi-Imputation Approach. - Shichao Zhang 001; Zhi Jin 001; Xiaofeng Zhu 001; Jilian Zhang (Trans. Comput. Sci., 2009)

A Formalism for Extending the NFR Framework to Support the Composition of the Goal Trees. - Bo Wei; Zhi Jin 001; Lin Liu 001 (APSEC, 2010)

A Framework for the Elicitation and Analysis of Information Technology Service Requirements and Their Alignment with Enterprise Business Goals. - Didar Zowghi; Zhi Jin 001 (COMPSAC Workshops, 2010)

A problem-driven collaborative approach to eliciting requirements of internetwares. - Bo Wang 050; Haiyan Zhao 001; Wei Zhang 004; Zhi Jin 001; Hong Mei 001 (Internetware, 2010)

CoFM: a web-based collaborative feature modeling system for internetware requirements' gathering and continual evolution. - Li Yi; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Hong Mei 001 (Internetware, 2010)

iMashup: assisting end-user programming for the service-oriented web. - Xuanzhe Liu; Qi Zhao 005; Gang Huang 001; Zhi Jin 001; Hong Mei 001 (ASE, 2010)

Knowledge Merging under Multiple Attributes. - Bo Wei; Zhi Jin 001; Didar Zowghi (KSEM, 2010)

Dptool: A Tool for Supporting the Problem Description and Projection. - Xiaohong Chen 001; Bin Yin; Zhi Jin 001 (RE, 2010)

Elicitation of Dependability Requirements: A HAZOP-based Approach. - Chun Liu 008; Yue Wang; Wei Zhang 004; Zhi Jin 001 (RE, 2010)

Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning. - Tao Wang 080; Zhenxing Qin; Zhi Jin 001; Shichao Zhang 001 (J. Syst. Softw., 2010)

Summary queries for frequent itemsets mining. - Shichao Zhang 001; Zhi Jin 001; Jingli Lu (J. Syst. Softw., 2010)

Specifying and Composing Web Services with an Environment Ontology-Based Approach. - Puwei Wang; Zhi Jin 001; Lin Liu 001; Budan Wu (Int. J. Web Serv. Res., 2010)

Modeling Timing Requirements in Problem Frames Using CCSL. - Xiaohong Chen 007; Jing Liu 012; Frédéric Mallet; Zhi Jin 001 (APSEC, 2011)

Towards a More Fundamental Explanation of Constraints in Feature Models: A Requirement-Oriented Approach. - Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Hong Mei 001 (ICSR, 2011)

Agent-Oriented Requirements Analysis from Scenarios. - Lin Liu 001; Zhi Jin 001; Ruqian Lu; Hongji Yang (KES-AMSTA, 2011)

An Engineerable Ontology Based Approach for Requirements Elicitation in Process Centered Problem Domain. - Ge Li 001; Zhi Jin 001; Yan Xu 013; Yangyang Lu (KSEM, 2011)

An Approach to Generating Proposals for Handling Inconsistent Software Requirements. - Kedian Mu; Weiru Liu; Zhi Jin 001 (KSEM, 2011)

rΣ: Automated reasoning tool for non-functional requirement goal models. - Bo Wei; Bin Yin; Zhi Jin 001; Didar Zowghi (RE, 2011)

An Ontology based Method for Building Understandable Hierarchical Classification Structure for Software Assets Browsing. - Ge Li 001; Zhi Jin 001 (SEKE, 2011)

A process algebra for environment-based specification of web services. - Lixing Li; Zhi Jin 001; Ge Li 001 (SOSE, 2011)

An Automatic Reasoning Mechanism for NFR Goal Models. - Bo Wei; Zhi Jin 001; Didar Zowghi (TASE, 2011)

A Syntax-based approach to measuring the degree of inconsistency for belief bases. - Kedian Mu; Weiru Liu; Zhi Jin 001; David A. Bell (Int. J. Approx. Reason., 2011)

Managing Software Requirements Changes Based on Negotiation-Style Revision. - Kedian Mu; Weiru Liu; Zhi Jin 001; Jun Hong 001; David A. Bell (J. Comput. Sci. Technol., 2011)

Missing data imputation by utilizing information within incomplete instances. - Shichao Zhang 001; Zhi Jin 001; Xiaofeng Zhu 001 (J. Syst. Softw., 2011)

A general framework for measuring inconsistency through minimal inconsistent sets. - Kedian Mu; Weiru Liu; Zhi Jin 001 (Knowl. Inf. Syst., 2011)

Missing Value Estimation for Mixed-Attribute Data Sets. - Xiaofeng Zhu 001; Shichao Zhang 001; Zhi Jin 001; Zili Zhang 001; Zhuoming Xu (IEEE Trans. Knowl. Data Eng., 2011)

A Problem Oriented Approach to Modeling Feedback Loops for Self-Adaptive Software Systems. - Chun Liu 008; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (APSEC, 2012)

Discovering Domain Concepts and Hyponymy Relations by Text Relevance Classifying Based Iterative Web Searching. - Lili Mou; Ge Li 001; Zhi Jin 001; Yangyang Lu; Yiyang Hao (APSEC, 2012)

Automated Reasoning with Goal Tree Models for Software Quality Requirements. - Bo Wei; Zhi Jin 001; Didar Zowghi; Bin Yin (COMPSAC Workshops, 2012)

Modeling and Analyzing the Reliability and Cost of Service Composition in the IoT: A Probabilistic Approach. - Lixing Li; Zhi Jin 001; Ge Li 001; Liwei Zheng; Qiang Wei (ICWS, 2012)

An approach for selecting implementation strategies of non-functional requirements. - Bin Yin; Zhi Jin 001; Xiaohong Chen 001 (Internetware, 2012)

Mining binary constraints in the construction of feature models. - Li Yi; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Hong Mei 001 (RE, 2012)

CoFM: An environment for collaborative feature modeling. - Li Yi; Haiyan Zhao 001; Wei Zhang 004; Zhi Jin 001 (RE, 2012)

A Blame-Based Approach to Generating Proposals for Handling Inconsistency in Software Requirements. - Kedian Mu; Weiru Liu; Zhi Jin 001 (Int. J. Knowl. Syst. Sci., 2012)

Measuring the blame of each formula for inconsistent prioritized knowledge bases. - Kedian Mu; Weiru Liu; Zhi Jin 001 (J. Log. Comput., 2012)

Analyzing Early Requirements of Cyber-physical Systems through Structure and Goal Modeling. - Chun Liu 008; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (APSEC (1), 2013)

Domain Hyponymy Hierarchy Discovery by Iterative Web Searching and Inferable Semantics Based Concept Selecting. - Lili Mou; Ge Li 001; Zhi Jin 001 (COMPSAC, 2013)

Finding Optimal Solution for Satisficing Non-functional Requirements via 0-1 Programming. - Bin Yin; Zhi Jin 001; Wei Zhang 004; Haiyan Zhao 001; Bo Wei (COMPSAC, 2013)

MCT: a tool for commenting programs by multimedia comments. - Yiyang Hao; Ge Li 001; Lili Mou; Lu Zhang 023; Zhi Jin 001 (ICSE, 2013)

A Knowware Based Infrastructure for Rule Based Control Systems in Smart Spaces. - Yangyang Lu; Ge Li 001; Zhi Jin 001; Xueyuan Xing; Yiyang Hao (ICSR, 2013)

Feature-oriented stigmergy-based collaborative requirements modeling: an exploratory approach for requirements elicitation and evolution based on web-enabled collective intelligence. - Wei Zhang 004; Li Yi; Haiyan Zhao 001; Zhi Jin 001 (Sci. China Inf. Sci., 2013)

From inconsistency handling to non-canonical requirements management: A logical perspective. - Kedian Mu; Jun Hong 001; Zhi Jin 001; Weiru Liu (Int. J. Approx. Reason., 2013)

Measuring the significance of inconsistency in the Viewpoints framework. - Kedian Mu; Zhi Jin 001; Weiru Liu; Didar Zowghi; Bo Wei (Sci. Comput. Program., 2013)

User preference based autonomic generation of self-adaptive rules. - Tianqi Zhao; Haiyan Zhao 001; Wei Zhang 004; Zhi Jin 001 (Internetware, 2014)

Verification Based on Hyponymy Hierarchical Characteristics for Web-Based Hyponymy Discovery. - Lili Mou; Ge Li 001; Zhi Jin 001; Lu Zhang 023 (KSEM, 2014)

A Systematic Literature Review of Requirements Modeling and Analysis for Self-adaptive Systems. - Zhuoqun Yang; Zhi Li 017; Zhi Jin 001; Yunchuan Chen (REFSQ, 2014)

TDL: a transformation description language from feature model to use case for automated use case derivation. - Wenjing Yu; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (SPLC, 2014)

Eliciting dependability requirements: a control cases based approach. - Chun Liu 008; Yue Wang; Wei Zhang 004; Zhi Jin 001 (Sci. China Inf. Sci., 2014)

Implementation decision making for internetware driven by quality requirements. - Bo Wei; Zhi Jin 001; Didar Zowghi; Bin Yin (Sci. China Inf. Sci., 2014)

TBCNN: A Tree-Based Convolutional Neural Network for Programming Language Processing. - Lili Mou; Ge Li 001; Zhi Jin 001; Lu Zhang 023; Tao Wang 080 (CoRR, 2014)

Building Program Vector Representations for Deep Learning. - Lili Mou; Ge Li 001; Yuxuan Liu 004; Hao Peng 017; Zhi Jin 001; Yan Xu 013; Lu Zhang 023 (CoRR, 2014)

Guest Editors' Introduction. - Zili Zhang 001; Zhi Jin 001 (Int. J. Softw. Eng. Knowl. Eng., 2014)

Discriminative Neural Sentence Modeling by Tree-Based Convolution. - Lili Mou; Hao Peng 017; Ge Li 001; Yan Xu 013; Lu Zhang 023; Zhi Jin 001 (EMNLP, 2015)

A Comparative Study on Regularization Strategies for Embedding-based Neural Networks. - Hao Peng 017; Lili Mou; Ge Li 001; Yunchuan Chen; Yangyang Lu; Zhi Jin 001 (EMNLP, 2015)

Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths. - Yan Xu 013; Lili Mou; Ge Li 001; Yunchuan Chen; Hao Peng 017; Zhi Jin 001 (EMNLP, 2015)

DelayDroid: Reducing Tail-Time Energy by Refactoring Android Apps. - Huaqian Cai; Ying Zhang 012; Zhi Jin 001; Xuanzhe Liu; Gang Huang 001 (Internetware, 2015)

A Feature-Driven Approach to Automated Class Diagram Construction. - Wenjing Yu; Haiyan Zhao 001; Wei Zhang 004; Zhi Jin 001 (Internetware, 2015)

Building Program Vector Representations for Deep Learning. - Hao Peng 017; Lili Mou; Ge Li 001; Yuxuan Liu 004; Lu Zhang 023; Zhi Jin 001 (KSEM, 2015)

Goal model driven alternative selection: a quantitative approach. - Tianqi Zhao; Haiyan Zhao 001; Wei Zhang 004; Zhi Jin 001 (MoDRE, 2015)

Distilling Word Embeddings: An Encoding Approach. - Lili Mou; Ge Li 001; Yan Xu 013; Lu Zhang 023; Zhi Jin 001 (CoRR, 2015)

Recognizing Entailment and Contradiction by Tree-based Convolution. - Lili Mou; Rui Men; Ge Li 001; Yan Xu 013; Lu Zhang 023; Rui Yan 001; Zhi Jin 001 (CoRR, 2015)

On End-to-End Program Generation from User Intention by Deep Neural Networks. - Lili Mou; Rui Men; Ge Li 001; Lu Zhang 023; Zhi Jin 001 (CoRR, 2015)

Tree-based Convolution: A New Neural Architecture for Sentence Modeling. - Lili Mou; Hao Peng 017; Ge Li 001; Yan Xu 013; Lu Zhang 023; Zhi Jin 001 (CoRR, 2015)

Backbone Language Modeling for Constrained Natural Language Generation. - Lili Mou; Rui Yan 001; Ge Li 001; Lu Zhang 023; Zhi Jin 001 (CoRR, 2015)

Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path. - Yan Xu 013; Lili Mou; Ge Li 001; Yunchuan Chen; Hao Peng 017; Zhi Jin 001 (CoRR, 2015)

互联网环境中基于环境激发效应的协同式概念建模 (Stigmergy-based Collaborative Conceptual Modeling in Web Environment). - Yi Jiang; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (计算机科学, 2015)

Stigmergy-Based Construction of Internetware Artifacts. - Wei Zhang 004; Haiyan Zhao 001; Yi Jiang; Zhi Jin 001 (IEEE Softw., 2015)

Convolutional Neural Networks over Tree Structures for Programming Language Processing. - Lili Mou; Ge Li 001; Lu Zhang 023; Tao Wang 080; Zhi Jin 001 (AAAI, 2016)

Compressing Neural Language Models by Sparse Word Representations. - Yunchuan Chen; Lili Mou; Yan Xu 013; Ge Li 001; Zhi Jin 001 (ACL (1), 2016)

Natural Language Inference by Tree-Based Convolution and Heuristic Matching. - Lili Mou; Rui Men; Ge Li 001; Yan Xu 013; Lu Zhang 023; Rui Yan 001; Zhi Jin 001 (ACL (2), 2016)

Integrating Goal Model into Rule-Based Adaptation. - Tianqi Zhao; Tao Zan; Haiyan Zhao 001; Zhenjiang Hu; Zhi Jin 001 (APSEC, 2016)

Distilling Word Embeddings: An Encoding Approach. - Lili Mou; Ran Jia; Yan Xu 013; Ge Li 001; Lu Zhang 023; Zhi Jin 001 (CIKM, 2016)

Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation. - Lili Mou; Yiping Song; Rui Yan 001; Ge Li 001; Lu Zhang 023; Zhi Jin 001 (COLING, 2016)

Improved relation classification by deep recurrent neural networks with data augmentation. - Yan Xu 013; Ran Jia; Lili Mou; Ge Li 001; Yunchuan Chen; Yangyang Lu; Zhi Jin 001 (COLING, 2016)

How Transferable are Neural Networks in NLP Applications? - Lili Mou; Zhao Meng; Rui Yan 001; Ge Li 001; Yan Xu 013; Lu Zhang 023; Zhi Jin 001 (EMNLP, 2016)

Learning Embeddings of API Tokens to Facilitate Deep Learning Based Program Processing. - Yangyang Lu; Ge Li 001; Rui Miao; Zhi Jin 001 (KSEM, 2016)

Context-Aware Tree-Based Convolutional Neural Networks for Natural Language Inference. - Zhao Meng; Lili Mou; Ge Li 001; Zhi Jin 001 (KSEM, 2016)

Petri net based test case generation for evolved specification. - Zuohua Ding; Mingyue Jiang; Haibo Chen 001; Zhi Jin 001; Mengchu Zhou (Sci. China Inf. Sci., 2016)

Lightweight semantic service modelling for IoT: an environment-based approach. - Qiang Wei; Zhi Jin 001; Lixing Li; Ge Li 001 (Int. J. Embed. Syst., 2016)

Capturing Requirements from Expected Interactions Between Software and Its Interactive Environment: An Ontology Based Approach. - Xiaohong Chen 001; Zhi Jin 001 (Int. J. Softw. Eng. Knowl. Eng., 2016)

Eliciting Activity Requirements from Crowd Using Genetic Algorithm. - Chunhui Wang; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (APRES, 2017)

A Reinforcement Learning-Based Framework for the Generation and Evolution of Adaptation Rules. - Tianqi Zhao; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (ICAC, 2017)

Transforming Timing Requirements into CCSL Constraints to Verify Cyber-Physical Systems. - Xiaohong Chen 001; Ling Yin 002; Yijun Yu; Zhi Jin 001 (ICFEM, 2017)

Learning Sparse Overcomplete Word Vectors Without Intermediate Dense Representations. - Yunchuan Chen; Ge Li 001; Zhi Jin 001 (KSEM, 2017)

Improved Knowledge Base Completion by the Path-Augmented TransR Model. - Wenhao Huang; Ge Li 001; Zhi Jin 001 (KSEM, 2017)

Learning to Infer API Mappings from API Documents. - Yangyang Lu; Ge Li 001; Zelong Zhao; Linfeng Wen 002; Zhi Jin 001 (KSEM, 2017)

Requirements-Driven Dynamic Adaptation to Mitigate Runtime Uncertainties for Self-Adaptive Systems. - Zhuoqun Yang; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (CoRR, 2017)

Learning high-dimensional multimedia data. - Xiaofeng Zhu 001; Zhi Jin 001; Rongrong Ji (Multim. Syst., 2017)

On early statistical requirements validation of cyber-physical space systems. - Christos Tsigkanos; Nianyu Li; Zhi Jin 001; Zhenjiang Hu; Carlo Ghezzi (SEsCPS@ICSE, 2018)

Companies' domination in FLOSS development: an empirical study of OpenStack. - Yuxia Zhang; Xin Tan 003; Minghui Zhou 001; Zhi Jin 001 (ICSE (Companion Volume), 2018)

Summarizing Source Code with Transferred API Knowledge. - Xing Hu 008; Ge Li 001; Xin Xia 001; David Lo 001; Shuai Lu; Zhi Jin 001 (IJCAI, 2018)

Model Checking the Uncertainties in Software Systems Introduced by Intelligent Components. - Zuohua Ding; Wenjie Jiang; Mingyue Jiang; Zhi Jin 001; He Jiang 001 (ISSRE Workshops, 2018)

Deep code comment generation. - Xing Hu 008; Ge Li 001; Xin Xia 001; David Lo 001; Zhi Jin 001 (ICPC, 2018)

Towards Better Summarizing Bug Reports with Crowdsourcing Elicited Attributes. - He Jiang 001; Xiaochen Li; Zhilei Ren; Jifeng Xuan; Zhi Jin 001 (CoRR, 2018)

Solving Pictorial Jigsaw Puzzle by Stigmergy-inspired Internet-based Human Collective Intelligence. - Bo Shen; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Yanhong Wu (CoRR, 2018)

Simplifying the Formal Verification of Safety Requirements in Zone Controllers Through Problem Frames and Constraint-Based Projection. - Zhengheng Yuan; Xiaohong Chen 007; Jing Liu 012; Yijun Yu; Haiying Sun; Tingliang Zhou; Zhi Jin 001 (IEEE Trans. Intell. Transp. Syst., 2018)

Deep-AutoCoder: Learning to Complete Code Precisely with Induced Code Tokens. - Xing Hu 008; Rui Men; Ge Li 001; Zhi Jin 001 (COMPSAC (1), 2019)

Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation. - Bolin Wei; Shuai Lu; Lili Mou; Hao Zhou 012; Pascal Poupart; Ge Li 001; Zhi Jin 001 (ICASSP, 2019)

Modelling and analysing resilient cyber-physical systems. - Amel Bennaceur; Carlo Ghezzi; Kenji Tei; Timo Kehrer; Danny Weyns; Radu Calinescu; Schahram Dustdar; Zhenjiang Hu; Shinichi Honiden; Fuyuki Ishikawa; Zhi Jin 001; Jeffrey Kramer; et al. (SEAMS@ICSE, 2019)

Code Generation as a Dual Task of Code Summarization. - Bolin Wei; Ge Li 001; Xin Xia 001; Zhiyi Fu; Zhi Jin 001 (NeurIPS, 2019)

POET: Privacy on the Edge with Bidirectional Data Transformations. - Nianyu Li; Christos Tsigkanos; Zhi Jin 001; Schahram Dustdar; Zhenjiang Hu; Carlo Ghezzi (PerCom, 2019)

Automating Consistency Verification of Safety Requirements for Railway Interlocking Systems. - Xiaohong Chen 007; Zhiwei Zhong; Zhi Jin 001; Min Zhang 002; Tong Li 001; Xiang Chen; Tingliang Zhou (RE, 2019)

RE4CPS: Requirements Engineering for Cyber-Physical Systems. - Zhi Jin 001; Xiaohong Chen 001; Zhi Li 017; Yijun Yu (RE, 2019)

Environment-Centric Safety Requirements for Autonomous Unmanned Systems. - Yixing Luo; Yijun Yu; Zhi Jin 001; Haiyan Zhao 001 (RE, 2019)

Preface. - Tao Xie 001; Jun Wei 001; Chang Xu 001; Zhi Jin 001; Xiaoxing Ma (J. Comput. Sci. Technol., 2019)

IntelliMerge: a refactoring-aware software merging technique. - Bo Shen; Wei Zhang 004; Haiyan Zhao 001; Guangtai Liang; Zhi Jin 001; Qianxiang Wang (Proc. ACM Program. Lang., 2019)

Toward Better Summarizing Bug Reports With Crowdsourcing Elicited Attributes. - He Jiang 001; Xiaochen Li; Zhilei Ren; Jifeng Xuan; Zhi Jin 001 (IEEE Trans. Reliab., 2019)

Generating Adversarial Examples for Holding Robustness of Source Code Processing Models. - Huangzhao Zhang; Zhuo Li 013; Ge Li 001; Lei Ma 003; Yang Liu 003; Zhi Jin 001 (AAAI, 2020)

Privacy-Aware UAV Flights through Self-Configuring Motion Planning. - Yixing Luo; Yijun Yu; Zhi Jin 001; Yao Li 011; Zuohua Ding; Yuan Zhou 005; Yang Liu 003 (ICRA, 2020)

How do companies collaborate in open source ecosystems?: an empirical study of OpenStack. - Yuxia Zhang; Minghui Zhou 001; Klaas-Jan Stol; Jianyu Wu; Zhi Jin 001 (ICSE, 2020)

A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning. - Fang Liu 032; Ge Li 001; Bolin Wei; Xin Xia 001; Zhiyi Fu; Zhi Jin 001 (ICPC, 2020)

Multi-task Learning based Pre-trained Language Model for Code Completion. - Fang Liu 032; Ge Li 001; Yunfei Zhao; Zhi Jin 001 (ASE, 2020)

Scalable Multiple-View Analysis of Reactive Systems via Bidirectional Model Transformations. - Christos Tsigkanos; Nianyu Li; Zhi Jin 001; Zhenjiang Hu; Carlo Ghezzi (ASE, 2020)

Retrieve and Refine: Exemplar-based Neural Comment Generation. - Bolin Wei; Yongmin Li; Ge Li 001; Xin Xia 001; Zhi Jin 001 (ASE, 2020)

Adaptive Data Sharing and Computation Offloading in Cloud-Edge Computing with Resource Constraints. - Wenjie Chu; Haiyan Zhao 001; Zhi Jin 001; Zhenjiang Hu (SMC, 2020)

Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree. - Wenhan Wang; Ge Li 001; Bo Ma; Xin Xia 001; Zhi Jin 001 (SANER, 2020)

Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree. - Wenhan Wang; Ge Li 001; Bo Ma; Xin Xia 001; Zhi Jin 001 (CoRR, 2020)

Towards Full-line Code Completion with Neural Language Models. - Wenhan Wang; Sijie Shen; Ge Li 001; Zhi Jin 001 (CoRR, 2020)

Learning to Represent Programs with Heterogeneous Graphs. - Wenhan Wang; Kechi Zhang; Ge Li 001; Zhi Jin 001 (CoRR, 2020)

Deep code comment generation with hybrid lexical and syntactical information. - Xing Hu 008; Ge Li 001; Xin Xia 001; David Lo 001; Zhi Jin 001 (Empir. Softw. Eng., 2020)

Towards a fictional collective programming scenario: an approach based on the EIF loop. - Chunhui Wang; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (Empir. Softw. Eng., 2020)

Preface. - Tao Xie 001; Zhi Jin 001; Xuandong Li; Gang Huang 001; Hausi A. Müller; Jun Pang 001; Lijun Zhang 001 (J. Comput. Sci. Technol., 2020)

Early validation of cyber-physical space systems via multi-concerns integration. - Nianyu Li; Christos Tsigkanos; Zhi Jin 001; Zhenjiang Hu; Carlo Ghezzi (J. Syst. Softw., 2020)

Modeling programs hierarchically with stack-augmented LSTM. - Fang Liu 032; Lu Zhang 023; Zhi Jin 001 (J. Syst. Softw., 2020)

Empirical study of Data Completeness in Electronic Health Records in China. - Caihua Liu; Didar Zowghi; Amir Talaei-Khoei; Zhi Jin 001 (Pac. Asia J. Assoc. Inf. Syst., 2020)

Modular Tree Network for Source Code Representation Learning. - Wenhan Wang; Ge Li 001; Sijie Shen; Xin Xia 001; Zhi Jin 001 (ACM Trans. Softw. Eng. Methodol., 2020)

A Meta Reinforcement Learning-based Approach for Self-Adaptive System. - Mingyue Zhang 002; Jialong Li 001; Haiyan Zhao 001; Kenji Tei; Shinichi Honiden; Zhi Jin 001 (ACSOS, 2021)

Fast Adaptation to External Agents via Meta Imitation Counterfactual Regret Advantage. - Mingyue Zhang 002; Zhi Jin 001; Yang Xu; Zehan Shen; Kun Liu; Keyu Pan (AAMAS, 2021)

Cross-language Code Coupling Detection: A Preliminary Study on Android Applications. - Bo Shen; Wei Zhang 004; Ailun Yu; Zhao Wei; Guangtai Liang; Haiyan Zhao 001; Zhi Jin 001 (ICSME, 2021)

Software Services Engineering Manifesto - A Cross-Cutting Declaration. - Carl K. Chang; Paolo Ceravolo; Rong N. Chang; Sumi Helal; Zhi Jin 001; Xuanzhe Liu; Ming Hua 003 (ICWS, 2021)

EditSum: A Retrieve-and-Edit Framework for Source Code Summarization. - Jia Li 011; Yongmin Li; Ge Li 001; Xing Hu 008; Xin Xia 001; Zhi Jin 001 (ASE, 2021)

Targeting Requirements Violations of Autonomous Driving Systems by Dynamic Evolutionary Search. - Yixing Luo; Xiao-Yi Zhang 005; Paolo Arcaini; Zhi Jin 001; Haiyan Zhao 001; Fuyuki Ishikawa; Rongxin Wu; Tao Xie 001 (ASE, 2021)

SoManyConflicts: Resolve Many Merge Conflicts Interactively and Systematically. - Bo Shen; Wei Zhang 004; Ailun Yu; Yifan Shi; Haiyan Zhao 001; Zhi Jin 001 (ASE, 2021)

Integrating Tree Path in Transformer for Code Representation. - Han Peng; Ge Li 001; Wenhan Wang; Yunfei Zhao; Zhi Jin 001 (NeurIPS, 2021)

Smart3E: Enabling End Users to Express Their Needs for Smart Homes. - Bian Han; Xiaohong Chen 007; Zhi Jin 001; Lin Liu 001 (RE, 2021)

An RE'21 Workshop on Environment-Driven Requirements Engineering (EnviRE'21). - Zhi Jin 001; Nan Niu; Yijun Yu (RE Workshops, 2021)

Environment-Driven Abstraction Identification for Requirements-Based Testing. - Zedong Peng; Prachi Rathod; Nan Niu; Tanmay Bhowmik; Hui Liu 003; Lin Shi 006; Zhi Jin 001 (RE, 2021)

Hey! Preparing Humans to do Tasks in Self-adaptive Systems. - Nianyu Li; Javier Cámara 001; David Garlan; Bradley R. Schmerl; Zhi Jin 001 (SEAMS@ICSE, 2021)

SmartCommit: a graph-based interactive assistant for activity-oriented commits. - Bo Shen; Wei Zhang 004; Christian Kästner; Haiyan Zhao 001; Zhao Wei; Guangtai Liang; Zhi Jin 001 (ESEC/SIGSOFT FSE, 2021)

Massive Self-Assembly in Grid Environments. - Wenjie Chu; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Hong Mei 001 (CoRR, 2021)

A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems. - Mingyue Zhang 002; Nianyu Li; Sridhar Adepu; Eunsuk Kang; Zhi Jin 001 (CoRR, 2021)

Approach to Generating TAP Rules in IoT Systems Based on Enviro nment Modeling. - Bian Han; Xiaohong Chen 007; Zhi Jin 001; Min Zhang 002 (Int. J. Softw. Informatics, 2021)

Activity Diagram Synthesis Using Labelled Graphs and the Genetic Algorithm. - Chun-Hui Wang; Zhi Jin 001; Wei Zhang 004; Didar Zowghi; Hai-Yan Zhao; Wenpin Jiao (J. Comput. Sci. Technol., 2021)

Companies' Participation in OSS Development-An Empirical Study of OpenStack. - Yuxia Zhang; Minghui Zhou 001; Audris Mockus; Zhi Jin 001 (IEEE Trans. Software Eng., 2021)

Goal-oriented Knowledge Reuse via Curriculum Evolution for Reinforcement Learning-based Adaptation. - Jialong Li 001; Mingyue Zhang 002; Zhenyu Mao; Haiyan Zhao 001; Zhi Jin 001; Shinichi Honiden; Kenji Tei (APSEC, 2022)

SK2: Integrating Implicit Sentiment Knowledge and Explicit Syntax Knowledge for Aspect-Based Sentiment Analysis. - Jia Li 012; Yuyuan Zhao; Zhi Jin 001; Ge Li 001; Tao Shen 001; Zhengwei Tao; Chongyang Tao (CIKM, 2022)

Rethinking Positional Encoding in Tree Transformer for Code Representation. - Han Peng; Ge Li 001; Yunfei Zhao; Zhi Jin 001 (EMNLP, 2022)

Targeting requirements violations of autonomous driving systems by dynamic evolutionary search (HOP at GECCO'22). - Yixing Luo; Xiao-Yi Zhang 005; Paolo Arcaini; Zhi Jin 001; Haiyan Zhao 001; Fuyuki Ishikawa; Rongxin Wu; Tao Xie 001 (GECCO Companion, 2022)

Automated Inconsistency Analysis of Real-Time Requirements: A Domain Expert Friendly Approach. - Shaobin Liu; Xiaohong Chen 007; Zhi Jin 001; Min Zhang 002 (HPCC/DSS/SmartCity/DependSys, 2022)

Learning to Recommend Method Names with Global Context. - Fang Liu 032; Ge Li 001; Zhiyi Fu; Shuai Lu; Yiyang Hao; Zhi Jin 001 (ICSE, 2022)

A Taxonomy for Architecting Safe Autonomous Unmanned Systems. - Yixing Luo; Haiyan Zhao 001; Zhi Jin 001 (Internetware, 2022)

Resilient Mechanism Against Byzantine Failure for Distributed Deep Reinforcement Learning. - Mingyue Zhang 002; Zhi Jin 001; Jian Hou 002; Renwei Luo (ISSRE, 2022)

Learning to represent programs with heterogeneous graphs. - Kechi Zhang; Wenhan Wang; Huangzhao Zhang; Ge Li 001; Zhi Jin 001 (ICPC, 2022)

Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively. - Haojie Zhang; Ge Li 001; Jia Li 011; Zhongjin Zhang; Yuqi Zhu; Zhi Jin 001 (NeurIPS, 2022)

An RE'22 Workshop on Environment-Driven Requirements Engineering (EnviRE'22). - Zhi Jin 001; Nan Niu; Yijun Yu (RE Workshops, 2022)

Hierarchical Assessment of Safety Requirements for Configurations of Autonomous Driving Systems. - Yixing Luo; Xiao-Yi Zhang 005; Paolo Arcaini; Zhi Jin 001; Haiyan Zhao 001; Linjuan Zhang; Fuyuki Ishikawa (RE, 2022)

Massive self-organized shape formation in grid environments. - Wenjie Chu; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Hong Mei 001 (Sci. China Inf. Sci., 2022)

Non-autoregressive Model for Full-line Code Completion. - Fang Liu 032; Zhiyi Fu; Ge Li 001; Zhi Jin 001; Hui Liu 003; Yiyang Hao (CoRR, 2022)

What does Transformer learn about source code? - Kechi Zhang; Ge Li 001; Zhi Jin 001 (CoRR, 2022)

A Tree-structured Transformer for Program Representation Learning. - Wenhan Wang; Kechi Zhang; Ge Li 001; Shangqing Liu; Zhi Jin 001; Yang Liu 003 (CoRR, 2022)

Antecedent Predictions Are Dominant for Tree-Based Code Generation. - Yihong Dong; Ge Li 001; Zhi Jin 001 (CoRR, 2022)

Poison Attack and Defense on Deep Source Code Processing Models. - Jia Li 011; Zhuo Li 013; Huangzhao Zhang; Ge Li 001; Zhi Jin 001; Xing Hu 008; Xin Xia 001 (CoRR, 2022)

A unified multi-task learning model for AST-level and token-level code completion. - Fang Liu 032; Ge Li 001; Bolin Wei; Xin Xia 001; Zhiyi Fu; Zhi Jin 001 (Empir. Softw. Eng., 2022)

Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks. - Zhehao Zhao; Bo Yang; Ge Li 001; Huai Liu; Zhi Jin 001 (J. Syst. Softw., 2022)

Testing software's changing features with environment-driven abstraction identification. - Zedong Peng; Prachi Rathod; Nan Niu; Tanmay Bhowmik; Hui Liu 003; Lin Shi 006; Zhi Jin 001 (Requir. Eng., 2022)

Formally verifying consistency of sequence diagrams for safety critical systems. - Xiaohong Chen 007; Qianqian Liu; Frédéric Mallet; Qin Li 002; Shubin Cai; Zhi Jin 001 (Sci. Comput. Program., 2022)

Online adaptation for autonomous unmanned systems driven by requirements satisfaction model. - Yixing Luo; Yuan Zhou 005; Haiyan Zhao 001; Zhi Jin 001; Tianwei Zhang 004; Yang Liu 003; Danny Barthaud; Yijun Yu (Softw. Syst. Model., 2022)

IoTranx: Transactions for Safer Smart Spaces. - Chao Chen 020; Abdelsalam (Sumi) Helal; Zhi Jin 001; Mingyue Zhang 002; Choonhwa Lee (ACM Trans. Cyber Phys. Syst., 2022)

Towards Robustness of Deep Program Processing Models - Detection, Estimation, and Enhancement. - Huangzhao Zhang; Zhiyi Fu; Ge Li 001; Lei Ma 003; Zhehao Zhao; Hua'an Yang; Yizhe Sun; Yang Liu 003; Zhi Jin 001 (ACM Trans. Softw. Eng. Methodol., 2022)

Turnover of Companies in OpenStack: Prevalence and Rationale. - Yuxia Zhang; Hui Liu 003; Xin Tan 003; Minghui Zhou 001; Zhi Jin 001; Jiaxin Zhu (ACM Trans. Softw. Eng. Methodol., 2022)

Fine-Grained Scene Graph Generation with Overlap Region and Geometrical Center. - Yongqiang Zhao; Zhi Jin 001; Haiyan Zhao 001; F. Zhang; Z. W. Tao; Chengfeng Dou; Xinhai Xu; Donghong Liu (Comput. Graph. Forum, 2022)

SEAG: Structure-Aware Event Causality Generation. - Zhengwei Tao; Zhi Jin 001; Xiaoying Bai; Haiyan Zhao 001; Chengfeng Dou; Yongqiang Zhao; Fang Wang 011; Chongyang Tao (ACL (Findings), 2023)

UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning. - Zhengwei Tao; Zhi Jin 001; Haiyan Zhao 001; Chengfeng Dou; Yongqiang Zhao; Tao Shen 001; Chongyang Tao (ACL (1), 2023)

Self-Edit: Fault-Aware Code Editor for Code Generation. - Kechi Zhang; Zhuo Li 013; Jia Li 011; Ge Li 001; Zhi Jin 001 (ACL (1), 2023)

Antecedent Predictions Are More Important Than You Think: An Effective Method for Tree-Based Code Generation. - Yihong Dong; Ge Li 001; Xue Jiang; Zhi Jin 001 (ECAI, 2023)

PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning. - Chengfeng Dou; Zhi Jin 001; Wenpin Jiao; Haiyan Zhao 001; Yongqiang Zhao; Zhengwei Tao (EMNLP (Findings), 2023)

SkCoder: A Sketch-based Approach for Automatic Code Generation. - Jia Li 011; Yongmin Li; Ge Li 001; Zhi Jin 001; Yiyang Hao; Xing Hu 008 (ICSE, 2023)

MCodeSearcher: Multi-View Contrastive Learning for Code Search. - Jia Li 012; Fang Liu 032; Jia Li 011; Yunfei Zhao; Ge Li 001; Zhi Jin 001 (Internetware, 2023)

CODEP: Grammatical Seq2Seq Model for General-Purpose Code Generation. - Yihong Dong; Ge Li 001; Zhi Jin 001 (ISSTA, 2023)

Interpretation-based Code Summarization. - Mingyang Geng; Shangwen Wang; Dezun Dong; Haotian Wang 001; Shaomeng Cao; Kechi Zhang; Zhi Jin 001 (ICPC, 2023)

Implant Global and Local Hierarchy Information to Sequence based Code Representation Models. - Kechi Zhang; Zhuo Li 013; Zhi Jin 001; Ge Li 001 (ICPC, 2023)

ZC3: Zero-Shot Cross-Language Code Clone Detection. - Jia Li 012; Chongyang Tao; Zhi Jin 001; Fang Liu 032; Jia Li 011; Ge Li 001 (ASE, 2023)

An RE'23 Workshop on Environment-Driven Requirements Engineering (EnviRE'23). - Zhi Jin 001; Nan Niu; Yijun Yu (REW, 2023)

Automating Extraction of Problem Diagrams from Natural Language Requirement Documents. - Dongming Jin; Chunhui Wang; Zhi Jin 001 (REW, 2023)

Learning Program Representations with a Tree-Structured Transformer. - Wenhan Wang; Kechi Zhang; Ge Li 001; Shangqing Liu; Anran Li 001; Zhi Jin 001; Yang Liu 003 (SANER, 2023)

Towards Enhancing In-Context Learning for Code Generation. - Jia Li 011; Yunfei Zhao; Yongmin Li; Ge Li 001; Zhi Jin 001 (CoRR, 2023)

An Empirical Study on Using Large Language Models for Multi-Intent Comment Generation. - Mingyang Geng; Shangwen Wang; Dezun Dong; Haotian Wang 001; Ge Li 001; Zhi Jin 001; Xiaoguang Mao; Xiangke Liao (CoRR, 2023)

ToolCoder: Teach Code Generation Models to use API search tools. - Kechi Zhang; Ge Li 001; Jia Li 011; Zhuo Li 013; Zhi Jin 001 (CoRR, 2023)

Enabling Programming Thinking in Large Language Models Toward Code Generation. - Jia Li 011; Ge Li 001; Yongmin Li; Zhi Jin 001 (CoRR, 2023)

Neural Program Repair with Program Dependence Analysis and Effective Filter Mechanism. - Yuwei Zhang 003; Ge Li 001; Zhi Jin 001; Ying Xing (CoRR, 2023)

Plug-and-Play Medical Dialogue System. - Chengfeng Dou; Zhi Jin 001; Wenping Jiao; Haiyan Zhao 001; Zhenwei Tao; Yongqiang Zhao (CoRR, 2023)

SAGA: Summarization-Guided Assert Statement Generation. - Yuwei Zhang 003; Zhi Jin 001; Zejun Wang; Ying Xing; Ge Li 001 (CoRR, 2023)

EvEval: A Comprehensive Evaluation of Event Semantics for Large Language Models. - Zhengwei Tao; Zhi Jin 001; Xiaoying Bai; Haiyan Zhao 001; Yanlin Feng; Jia Li 012; Wenpeng Hu (CoRR, 2023)

WELL: Applying Bug Detectors to Bug Localization via Weakly Supervised Learning. - Zhuo Li 013; Huangzhao Zhang; Zhi Jin 001; Ge Li 001 (CoRR, 2023)

Automated Static Warning Identification via Path-based Semantic Representation. - Yuwei Zhang 003; Ying Xing; Ge Li 001; Zhi Jin 001 (CoRR, 2023)

ZC3: Zero-Shot Cross-Language Code Clone Detection. - Jia Li 012; Chongyang Tao; Zhi Jin 001; Fang Liu 032; Jia Li 011; Ge Li 001 (CoRR, 2023)

STEAM: Simulating the InTeractive BEhavior of ProgrAMmers for Automatic Bug Fixing. - Yuwei Zhang 003; Zhi Jin 001; Ying Xing; Ge Li 001 (CoRR, 2023)

Improving Code Generation by Dynamic Temperature Sampling. - Yuqi Zhu; Jia Li 011; Ge Li 001; Yunfei Zhao; Jia Li 012; Zhi Jin 001; Hong Mei 001 (CoRR, 2023)

Large Language Model-Aware In-Context Learning for Code Generation. - Jia Li 012; Ge Li 001; Chongyang Tao; Jia Li 011; Huangzhao Zhang; Fang Liu 032; Zhi Jin 001 (CoRR, 2023)

Enhancing the Spatial Awareness Capability of Multi-Modal Large Language Model. - Yongqiang Zhao; Zhenyu Li; Zhi Jin 001; Feng Zhang; Haiyan Zhao 001; Chengfeng Dou; Zhengwei Tao; Xinhai Xu; Donghong Liu (CoRR, 2023)

ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation. - Zejun Wang; Jia Li 011; Ge Li 001; Zhi Jin 001 (CoRR, 2023)

TACO: Topics in Algorithmic COde generation dataset. - Rongao Li; Jie Fu 001; Bo-Wen Zhang 011; Tao Huang; Zhihong Sun; Chen Lyu 001; Guang Liu 006; Zhi Jin 001; Ge Li 001 (CoRR, 2023)

On the Significance of Category Prediction for Code-Comment Synchronization. - Zhen Yang 022; Jacky Wai Keung; Xiao Yu 008; Yan Xiao 002; Zhi Jin 001; Jingyu Zhang (ACM Trans. Softw. Eng. Methodol., 2023)

A software-defined MAPE-K architecture for unmanned systems. - Mingyue Jiang; Libin Zheng; Zuohua Ding; Zhi Jin 001 (Sci. China Inf. Sci., 2023)

AdaComplete: improve DL-based code completion method's domain adaptability. - Zejun Wang; Fang Liu 032; Yiyang Hao; Zhi Jin 001 (Autom. Softw. Eng., 2023)

Massive Shape Formation in Grid Environments. - Wenjie Chu; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Hong Mei 001 (IEEE Trans Autom. Sci. Eng., 2023)

Privacy-preserving Resilient Consensus for Multi-agent Systems in a General Topology Structure. - Jian Hou 002; Jing Wang 219; Mingyue Zhang 002; Zhi Jin 001; Chunlin Wei; Zuohua Ding (ACM Trans. Priv. Secur., 2023)

Vision-knowledge fusion model for multi-domain medical report generation. - Dexuan Xu; Huashi Zhu; Yu Huang 004; Zhi Jin 001; Weiping Ding 001; Hang Li; Menglong Ran (Inf. Fusion, 2023)

Knowledge graph completion method based on quantum embedding and quaternion interaction enhancement. - LinYu Li 001; Xuan Zhang 002; Zhi Jin 001; Chen Gao 006; Rui Zhu 009; Yuqin Liang; Yubing Ma (Inf. Sci., 2023)

CodeEditor: Learning to Edit Source Code with Pre-trained Models. - Jia Li 011; Ge Li 001; Zhuo Li 013; Zhi Jin 001; Xing Hu 008; Kechi Zhang; Zhiyi Fu (ACM Trans. Softw. Eng. Methodol., 2023)

Empowering Domain Experts With Formal Methods for Consistency Verification of Safety Requirements. - Xiaohong Chen 007; Juan Zhang; Zhi Jin 001; Min Zhang 002; Tong Li 001; Xiang Chen; Tingliang Zhou (IEEE Trans. Intell. Transp. Syst., 2023)

IEEE 2024 World Congress on Services. - Zhi Jin 001; Michael Sheng 001 (CLOUD, 2024)

Software Service Engineering in the Era of Large Language Models. - Xin Xia 001; Zhi Jin 001; Marco Aiello 001; Dongmei Zhang; Guangtai Liang; Xing Hu 008 (SSE, 2024)

Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models. - Yuqi Zhu; Jia Li 011; Ge Li 001; Yunfei Zhao; Jia Li 012; Zhi Jin 001; Hong Mei 001 (AAAI, 2024)

Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models. - Yihong Dong; Xue Jiang; Huanyu Liu; Zhi Jin 001; Bin Gu 006; Mengfei Yang; Ge Li 001 (ACL (Findings), 2024)

PACE: Improving Prompt with Actor-Critic Editing for Large Language Model. - Yihong Dong; Kangcheng Luo; Xue Jiang; Zhi Jin 001; Ge Li 001 (ACL (Findings), 2024)

Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback. - Chengfeng Dou; Ying Zhang 012; Zhi Jin 001; Wenpin Jiao; Haiyan Zhao 001; Yongqiang Zhao; Zhengwei Tao (ACL (Findings), 2024)

DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. - Jia Li 012; Ge Li 001; Yunfei Zhao; Yongmin Li; Huanyu Liu; Hao Zhu; Lecheng Wang; Kaibo Liu; Zheng Fang; Lanshen Wang; Jiazheng Ding; Xuanming Zhang; et al. (ACL (Findings), 2024)

EVIT: Event-Oriented Instruction Tuning for Event Reasoning. - Zhengwei Tao; Xiancai Chen; Zhi Jin 001; Xiaoying Bai; Haiyan Zhao 001; Yiwei Lou (ACL (Findings), 2024)

MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering. - Dexuan Xu; Yanyuan Chen; Jieyi Wang; Yue Huang; Hanpin Wang; Zhi Jin 001; Hongxing Wang; Weihua Yue; Jing He; Hang Li; Yu Huang 004 (ACL (Findings), 2024)

HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position. - Kechi Zhang; Ge Li 001; Huangzhao Zhang; Zhi Jin 001 (ACL (1), 2024)

CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges. - Kechi Zhang; Jia Li 012; Ge Li 001; Xianjie Shi; Zhi Jin 001 (ACL (1), 2024)

Mutual Evidential Deep Learning for Semi-supervised Medical Image Segmentation. - Yuanpeng He; Yali Bi; Lijian Li 003; Chi-Man Pun; Wenpin Jiao; Zhi Jin 001 (BIBM, 2024)

Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medial Hallucination Evaluation. - Chengfeng Dou; Ying Zhang 012; Yanyuan Chen; Zhi Jin 001; Wenpin Jiao; Haiyan Zhao 001; Yu Huang 004 (LREC/COLING, 2024)

Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs. - Zhihong Sun; Chen Lyu 001; Bolun Li; Yao Wan 001; Hongyu Zhang 002; Ge Li 001; Zhi Jin 001 (LREC/COLING, 2024)

Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning. - Mingyang Geng; Shangwen Wang; Dezun Dong; Haotian Wang 001; Ge Li 001; Zhi Jin 001; Xiaoguang Mao; Xiangke Liao (ICSE, 2024)

KareCoder: A New Knowledge-Enriched Code Generation System. - Tao Huang; Zhihong Sun; Zhi Jin 001; Ge Li 001; Chen Lyu 001 (ICSE Companion, 2024)

Focused: An Approach to Framework-Oriented Cross-Language Link Specification and Detection. - Ailun Yu; Yifan Shi; Bo Shen; Wei Zhang 004; Haiyan Zhao 001; Guangtai Liang; Tianyong Wu; Zhi Jin 001 (ICSME, 2024)

Knowledge-Aware Code Generation with Large Language Models. - Tao Huang; Zhihong Sun; Zhi Jin 001; Ge Li 001; Chen Lyu 001 (ICPC, 2024)

Detect Hidden Dependency to Untangle Commits. - Mengdan Fan; Wei Zhang 004; Haiyan Zhao 001; Guangtai Liang; Zhi Jin 001 (ASE, 2024)

GraphCoder: Enhancing Repository-Level Code Completion via Coarse-to-fine Retrieval Based on Code Context Graph. - Wei Liu 189; Ailun Yu; Daoguang Zan; Bo Shen; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Qianxiang Wang (ASE, 2024)

Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates. - Zhihong Sun; Yao Wan 001; Jia Li 012; Hongyu Zhang 002; Zhi Jin 001; Ge Li 001; Chen Lyu 001 (ASE, 2024)

HITS: High-coverage LLM-based Unit Test Generation via Method Slicing. - Zejun Wang; Kaibo Liu; Ge Li 001; Zhi Jin 001 (ASE, 2024)

EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. - Jia Li 011; Ge Li 001; Xuanming Zhang; Yunfei Zhao; Yihong Dong; Zhi Jin 001; Binhua Li; Fei Huang 002; Yongbin Li (NeurIPS, 2024)

Enabling Efficient Real-Time Requirements Inconsistency Detection for Safety-Critical Systems. - Yike Huang; Xiaohong Chen 007; Zhi Jin 001; Tingliang Zhou (RE Workshops, 2024)

Exploring the Potential of Large Language Models in Self-adaptive Systems. - Jialong Li 001; Mingyue Zhang 002; Nianyu Li; Danny Weyns; Zhi Jin 001; Kenji Tei (SEAMS@ICSE, 2024)

Perception field based imitation learning for unlabeled multi-agent pathfinding. - Wenjie Chu; Ailun Yu; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (Sci. China Inf. Sci., 2024)

Deep learning for code generation: a survey. - Huangzhao Zhang; Kechi Zhang; Zhuo Li 013; Jia Li; Jia Li; Yongmin Li; Yunfei Zhao; Yuqi Zhu; Fang Liu 032; Ge Li 001; Zhi Jin 001 (Sci. China Inf. Sci., 2024)

Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback. - Chengfeng Dou; Zhi Jin 001; Wenpin Jiao; Haiyan Zhao 001; Yongqiang Zhao; Zhenwei Tao (CoRR, 2024)

Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models. - Yihong Dong; Xue Jiang; Huanyu Liu; Zhi Jin 001; Ge Li 001 (CoRR, 2024)

SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation. - Xue Jiang; Yihong Dong; Zhi Jin 001; Ge Li 001 (CoRR, 2024)

HiRoPE: Length Extrapolation for Code Models. - Kechi Zhang; Ge Li 001; Huangzhao Zhang; Zhi Jin 001 (CoRR, 2024)

EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories. - Jia Li 011; Ge Li 001; Xuanming Zhang; Yihong Dong; Zhi Jin 001 (CoRR, 2024)

MEEL: Multi-Modal Event Evolution Learning. - Zhengwei Tao; Zhi Jin 001; Junqiang Huang; Xiancai Chen; Xiaoying Bai; Haiyan Zhao 001; Yifan Zhang 004; Chongyang Tao (CoRR, 2024)

A Survey on Self-Evolution of Large Language Models. - Zhengwei Tao; Ting-En Lin; Xiancai Chen; Hangyu Li 003; Yuchuan Wu; Yongbin Li; Zhi Jin 001; Fei Huang 002; Dacheng Tao; Jingren Zhou 001 (CoRR, 2024)

A Comprehensive Evaluation on Event Reasoning of Large Language Models. - Zhengwei Tao; Zhi Jin 001; Yifan Zhang 004; Xiancai Chen; Xiaoying Bai; Yue Fang; Haiyan Zhao 001; Jia Li 003; Chongyang Tao (CoRR, 2024)

MARE: Multi-Agents Collaboration Framework for Requirements Engineering. - Dongming Jin; Zhi Jin 001; Xiaohong Chen; Chunhui Wang (CoRR, 2024)

DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. - Jia Li 012; Ge Li 001; Yunfei Zhao; Yongmin Li; Huanyu Liu; Hao Zhu; Lecheng Wang; Kaibo Liu; Zheng Fang; Lanshen Wang; Jiazheng Ding; Xuanming Zhang; et al. (CoRR, 2024)

M2CVD: Multi-Model Collaboration for Code Vulnerability Detection. - Ziliang Wang; Ge Li 001; Jia Li 012; Meng Yan 001; Yingfei Xiong 001; Zhi Jin 001 (CoRR, 2024)

GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model. - Wei Liu 189; Ailun Yu; Daoguang Zan; Bo Shen; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001; Qianxiang Wang (CoRR, 2024)

Code Structure-Aware through Line-level Semantic Learning for Code Vulnerability Detection. - Ziliang Wang; Ge Li 001; Jia Li 012; Yihong Dong; Yingfei Xiong 001; Zhi Jin 001 (CoRR, 2024)

A new approach for encoding code and assisting code understanding. - Mengdan Fan; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (CoRR, 2024)

An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs. - Dongming Jin; Shengxin Zhao; Zhi Jin 001; Xiaohong Chen; Chunhui Wang; Zheng Fang; Hongbin Xiao (CoRR, 2024)

Python Symbolic Execution with LLM-powered Code Generation. - Wenhan Wang; Kaibo Liu; An Ran Chen; Ge Li 001; Zhi Jin 001; Gang Huang 001; Lei Ma 003 (CoRR, 2024)

Showing LLM-Generated Code Selectively Based on Confidence of LLMs. - Jia Li 012; Yuqi Zhu; Yongmin Li; Ge Li 001; Zhi Jin 001 (CoRR, 2024)

Generating Equivalent Representations of Code By A Self-Reflection Approach. - Jia Li 012; Ge Li 001; Lecheng Wang; Hao Zhu; Zhi Jin 001 (CoRR, 2024)

Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment. - Chengfeng Dou; Ying Zhang 012; Zhi Jin 001; Wenpin Jiao; Haiyan Zhao 001; Yongqiang Zhao; Zhengwei Tao (CoRR, 2024)

Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing. - Pengyu Xue; Linhao Wu; Zhen Yang 022; Xinyi Li; Zhongxing Yu; Zhi Jin 001; Ge Li 001; Yan Xiao 002; Jingwen Wu (CoRR, 2024)

EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. - Jia Li 012; Ge Li 001; Xuanming Zhang; Yunfei Zhao; Yihong Dong; Zhi Jin 001; Binhua Li; Fei Huang 002; Yongbin Li (CoRR, 2024)

ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation. - Xue Jiang; Yihong Dong; Yongding Tao; Huanyu Liu; Zhi Jin 001; Wenpin Jiao; Ge Li 001 (CoRR, 2024)

Decouple and Decorrelate: A Disentanglement Security Framework Combining Sample Weighting for Cross-Institution Biased Disease Diagnosis. - Jiayu Zhang; Hang Li; Dexuan Xu; Yiwei Lou; Menglong Ran; Zhi Jin 001; Yu Huang 004 (IEEE Internet Things J., 2024)

IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion. - Bolun Li; Zhihong Sun; Tao Huang; Hongyu Zhang 002; Yao Wan 001; Ge Li 001; Zhi Jin 001; Chen Lyu 001 (Proc. ACM Softw. Eng., 2024)

Exploring and Unleashing the Power of Large Language Models in Automated Code Translation. - Zhen Yang 022; Fang Liu 032; Zhongxing Yu; Jacky Wai Keung; Jia Li 011; Shuo Liu; Yifan Hong; Xiaoxue Ma; Zhi Jin 001; Ge Li 001 (Proc. ACM Softw. Eng., 2024)

Few-shot relational triple extraction with hierarchical prototype optimization. - Chen Gao 006; Xuan Zhang 002; Zhi Jin 001; Weiyi Shang; Yubing Ma; Linyu Li 001; Zishuo Ding; Yuqin Liang (Pattern Recognit., 2024)

Improving domain-specific neural code generation with few-shot meta-learning. - Zhen Yang 022; Jacky Wai Keung; Zeyu Sun 004; Yunfei Zhao; Ge Li 001; Zhi Jin 001; Shuo Liu; Yishu Li (Inf. Softw. Technol., 2024)

CodeBERT-Attack: Adversarial attack against source code deep learning models via pre-trained model. - Huangzhao Zhang; Shuai Lu; Zhuo Li 013; Zhi Jin 001; Lei Ma 003; Yang Liu 003; Ge Li 001 (J. Softw. Evol. Process., 2024)

Poison Attack and Poison Detection on Deep Source Code Processing Models. - Jia Li 011; Zhuo Li 013; Huangzhao Zhang; Ge Li 001; Zhi Jin 001; Xing Hu 008; Xin Xia 001 (ACM Trans. Softw. Eng. Methodol., 2024)

LearningChain: A Highly Scalable and Applicable Learning-Based Blockchain Performance Optimization Framework. - Jishu Wang; Yaowei Wang; Xuan Zhang 002; Zhi Jin 001; Chao Zhu; LinYu Li 001; Rui Zhu 009; Shenglong Lv (IEEE Trans. Netw. Serv. Manag., 2024)

A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems. - Nianyu Li; Mingyue Zhang 002; Jialong Li 001; Sridhar Adepu; Eunsuk Kang; Zhi Jin 001 (ACM Trans. Auton. Adapt. Syst., 2024)

Non-Autoregressive Line-Level Code Completion. - Fang Liu 032; Zhiyi Fu; Ge Li 001; Zhi Jin 001; Hui Liu 003; Yiyang Hao; Li Zhang 029 (ACM Trans. Softw. Eng. Methodol., 2024)

Graph Structure Enhanced Pre-Training Language Model for Knowledge Graph Completion. - Huashi Zhu; Dexuan Xu; Yu Huang 004; Zhi Jin 001; Weiping Ding 001; Jiahui Tong; Guoshuang Chong (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

A Scalable Approach to Detecting Safety Requirements Inconsistencies for Railway Systems. - Xiaohong Chen 007; Zhi Jin 001; Min Zhang 002; Frédéric Mallet; Xiaoshan Liu; Tingliang Zhou (IEEE Trans. Intell. Transp. Syst., 2024)

GABoost: Graph Alignment Boosting via Local Optimum Escape. - Wei Liu 189; Wei Zhang 004; Haiyan Zhao 001; Zhi Jin 001 (Proc. ACM Manag. Data, 2024)

WELL: Applying bug detectors to bug localization via weakly supervised learning. - Huangzhao Zhang; Zhuo Li 013; Jia Li 012; Zhi Jin 001; Ge Li 001 (J. Softw. Evol. Process., 2024)

Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap. - Jialong Li 001; Mingyue Zhang 002; Nianyu Li; Danny Weyns; Zhi Jin 001; Kenji Tei (ACM Trans. Auton. Adapt. Syst., 2024)

Self-Collaboration Code Generation via ChatGPT. - Yihong Dong; Xue Jiang; Zhi Jin 001; Ge Li 001 (ACM Trans. Softw. Eng. Methodol., 2024)

Self-Planning Code Generation with Large Language Models. - Xue Jiang; Yihong Dong; Lecheng Wang; Zheng Fang; Qiwei Shang; Ge Li 001; Zhi Jin 001; Wenpin Jiao (ACM Trans. Softw. Eng. Methodol., 2024)

Temporal knowledge graph reasoning based on evolutional representation and contrastive learning. - Qiuying Ma; Xuan Zhang 002; Zishuo Ding; Chen Gao 006; Weiyi Shang; Qiong Nong; Yubin Ma; Zhi Jin 001 (Appl. Intell., 2024)

AceCoder: An Effective Prompting Technique Specialized in Code Generation. - Jia Li 011; Yunfei Zhao; Yongmin Li; Ge Li 001; Zhi Jin 001 (ACM Trans. Softw. Eng. Methodol., 2024)

A Comprehensive Evaluation on Event Reasoning of Large Language Models. - Zhengwei Tao; Zhi Jin 001; Yifan Zhang 004; Xiancai Chen; Haiyan Zhao 001; Jia Li 003; Bin Liang 004; Chongyang Tao; Qun Liu 001; Kam-Fai Wong (AAAI, 2025)

Revisit Self-Debugging with Self-Generated Tests for Code Generation. - Xiancai Chen; Zhengwei Tao; Kechi Zhang; Changzhi Zhou; Xinyu Zhang; Wanli Gu; Yuanpeng He; Mengdi Zhang; Xunliang Cai; Haiyan Zhao 001; Zhi Jin 001 (ACL (1), 2025)

CodeDPO: Aligning Code Models with Self Generated and Verified Source Code. - Kechi Zhang; Ge Li 001; Yihong Dong; Jingjing Xu; Jun Zhang; Jing Su; Yongfei Liu; Zhi Jin 001 (ACL (1), 2025)

Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking. - Yifan Zhang 004; Wenyu Du; Dongming Jin; Jie Fu 001; Zhi Jin 001 (ACL (1), 2025)

Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points. - Kechi Zhang; Ge Li 001; Jia Li 011; Yihong Dong; Zhi Jin 001 (ACL (Findings), 2025)

UnCert-CoT: Uncertainty-Aware Chain-of-Thought for Code Generation with Large Language Model. - Yuqi Zhu; Ge Li 001; Xue Jiang; Jia Li 012; Hong Mei 001; Zhi Jin 001; Yihong Dong; Qibin Zheng (ICIC (23), 2025)

ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation. - Xue Jiang; Yihong Dong; Yongding Tao; Huanyu Liu; Zhi Jin 001; Ge Li 001 (ICSE, 2025)

Evidential Prototype Learning for Semi-supervised Medical Image Segmentation. - Yuanpeng He; Lijian Li 003; Tianxiang Zhan; Chi-Man Pun; Wenpin Jiao; Zhi Jin 001 (KDD (2), 2025)

Automatic Multi-level Feature Tree Construction for Domain-Specific Reusable Artifacts Management. - Dongming Jin; Zhi Jin 001; Nianyu Li; Kai Yang; Linyu Li 001; Suijing Guan (RE, 2025)

Taxonomy-Guided Reasoning for Requirements Classification: A Study in Aerospace Industry. - Yixing Luo; Yang Liu; Xiaofeng Li; Xiaogang Dong; Bin Gu 006; Zhi Jin 001; Mengfei Yang (RE, 2025)

Leveraging Large Language Models for Reusable Requirements Management in Aerospace Software. - Yixing Luo; Yiping Wang; Xiaofeng Li 005; Bin Gu 006; Zhi Jin 001 (RE, 2025)

Requirements Dependency Driven Test Case Generation: An Automotive Industry Practice. - Tong Xu; Zheng Zhou; Xiaohong Chen 007; Zhiyi Xue; Yi Zhao; Min Zhang 005; Zhi Jin 001 (RE, 2025)

A First Look at Package-to-Group Mechanism: An Empirical Study of the Linux Distributions. - Dongming Jin; Nianyu Li; Kai Yang; Minghui Zhou; Zhi Jin 001 (SANER, 2025)

Evaluating Large Language Models for Requirements Question Answering in Industrial Aerospace Software. - Longxing Yang; Yixing Luo; Hao Gao 009; Yingshuang Fan; Jingru Zhang; Xiaofeng Li 005; Xiaogang Dong; Bin Gu 006; Zhi Jin 001; Mengfei Yang (SIGSOFT FSE Companion, 2025)

Knowledge-enhanced prototypical network with graph structure and semantic information interaction for low-shot joint spoken language understanding. - Kunpeng Du; Xuan Zhang 002; Chen Gao 006; Weiyi Shang; Yubin Ma; Zhi Jin 001; LinYu Li 001 (Expert Syst. Appl., 2025)

Neighborhood structure enhancement and denoising method for multi-behavior recommendation. - Wei Cai; Zhihong Zheng; Xuan Zhang 002; Weiyi Shang; Yubin Ma; Wenjie Gao; Zhi Jin 001 (Neural Networks, 2025)

SQGE: Support-query prototype guidance and enhancement for few-shot relational triple extraction. - Chen Gao 006; Xuan Zhang 002; Zhi Jin 001; Wei Cai; Danyang Wang; Kunpeng Du; Chunlin Yin; Tong Li 004 (Neural Networks, 2025)

Co-evidential fusion with information volume for semi-supervised medical image segmentation. - Yuanpeng He; Lijian Li 003; Tianxiang Zhan; Chi-Man Pun; Wenpin Jiao; Zhi Jin 001 (Pattern Recognit., 2025)

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration. - Chung-ju Huang; Yuanpeng He; Xiao Han 001; Wenpin Jiao; Zhi Jin 001; Leye Wang (CoRR, 2025)

Revisit Self-Debugging with Self-Generated Tests for Code Generation. - Xiancai Chen; Zhengwei Tao; Kechi Zhang; Changzhi Zhou; Wanli Gu; Yuanpeng He; Mengdi Zhang; Xunliang Cai; Haiyan Zhao 001; Zhi Jin 001 (CoRR, 2025)

PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing. - Yuwei Zhang 003; Zhi Jin 001; Ying Xing; Ge Li 001; Fang Liu 032; Jiaxin Zhu; Wensheng Dou; Jun Wei 001 (CoRR, 2025)

SAGA: Summarization-Guided Assert Statement Generation. - Yuwei Zhang 003; Zhi Jin 001; Ze-Jun Wang; Ying Xing; Ge Li 001 (J. Comput. Sci. Technol., 2025)

Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points. - Kechi Zhang; Ge Li 001; Jia Li; Yihong Dong; Jia Li; Zhi Jin 001 (CoRR, 2025)

Structured Chain-of-Thought Prompting for Code Generation. - Jia Li 011; Ge Li 001; Yongmin Li; Zhi Jin 001 (ACM Trans. Softw. Eng. Methodol., 2025)

Systematic Literature Review of Commercial Participation in Open Source Software. - Xuetao Li; Yuxia Zhang; Cailean Osborne; Minghui Zhou 001; Zhi Jin 001; Hui Liu 003 (ACM Trans. Softw. Eng. Methodol., 2025)

LONGCODEU: Benchmarking Long-Context Language Models on Long Code Understanding. - Jia Li; Xuyuan Guo; Lei Li; Kechi Zhang; Ge Li 001; Jia Li; Zhengwei Tao; Fang Liu 032; Chongyang Tao; Yuqi Zhu; Zhi Jin 001 (CoRR, 2025)

Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization. - Weisong Sun; Yiran Zhang; Jie Zhu; Zhihui Wang; Chunrong Fang; Yonglong Zhang; Yebo Feng; Jiangping Huang; Xingya Wang; Zhi Jin 001; Yang Liu 003 (CoRR, 2025)

aiXcoder-7B-v2: Training LLMs to Fully Utilize the Long Context in Repository-level Code Completion. - Jia Li 012; Hao Zhu; Huanyu Liu; Xianjie Shi; He Zong; Yihong Dong; Kechi Zhang; Siyuan Jiang; Zhi Jin 001; Ge Li 001 (CoRR, 2025)

Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs. - Yuqi Zhu; Ge Li 001; Xue Jiang; Jia Li; Hong Mei 001; Zhi Jin 001; Yihong Dong (CoRR, 2025)

Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine. - Chengfeng Dou; Ying Zhang 012; Zhi Jin 001; Wenpin Jiao; Haiyan Zhao 001; Yongqiang Zhao; Zhengwei Tao (CoRR, 2025)

SEAlign: Alignment Training for Software Engineering Agent. - Kechi Zhang; Huangzhao Zhang; Ge Li 001; Jinliang You; Jia Li; Yunfei Zhao; Zhi Jin 001 (CoRR, 2025)

Transformer-based code model with compressed hierarchy representation. - Kechi Zhang; Jia Li; Zhuo Li 013; Zhi Jin 001; Ge Li 001 (Empir. Softw. Eng., 2025)

CodeScore: Evaluating Code Generation by Learning Code Execution. - Yihong Dong; Jiazheng Ding; Xue Jiang; Ge Li 001; Zhuo Li 013; Zhi Jin 001 (ACM Trans. Softw. Eng. Methodol., 2025)

PROPHET: An Inferable Future Forecasting Benchmark with Causal Intervened Likelihood Estimation. - Zhengwei Tao; Zhi Jin 001; Bincheng Li; Xiaoying Bai; Haiyan Zhao 001; Chengfeng Dou; Xiancai Chen; Jia Li 003; Linyu Li 001; Chongyang Tao (CoRR, 2025)

CodeRAG: Supportive Code Retrieval on Bigraph for Real-World Code Generation. - Jia Li 011; Xianjie Shi; Kechi Zhang; Lei Li; Ge Li 001; Zhengwei Tao; Jia Li 012; Fang Liu 032; Chongyang Tao; Zhi Jin 001 (CoRR, 2025)

Expressing the Needs in Smart Home: What Is the End Users' Favorite Way. - Xiaohong Chen 007; Shi Chen; Zhi Jin 001; Han Bian; Zihan Chen; Haotian Li (ACM Trans. Comput. Hum. Interact., 2025)

Rethinking Repetition Problems of LLMs in Code Generation. - Yihong Dong; Yuchen Liu; Xue Jiang; Zhi Jin 001; Ge Li 001 (CoRR, 2025)

Mutual Evidential Deep Learning for Medical Image Segmentation. - Yuanpeng He; Yali Bi; Lijian Li 003; Chi-Man Pun; Wenpin Jiao; Zhi Jin 001 (CoRR, 2025)

Towards Structure-aware Model for Multi-modal Knowledge Graph Completion. - LinYu Li 001; Zhi Jin 001; Yichi Zhang; Dongming Jin; Chengfeng Dou; Yuanpeng He; Xuan Zhang 002; Haiyan Zhao 001 (CoRR, 2025)

Rethinking Regularization Methods for Knowledge Graph Completion. - Linyu Li 001; Zhi Jin 001; Yuanpeng He; Dongming Jin; Haoran Duan 002; Zhengwei Tao; Xuan Zhang 002; Jiandong Li (CoRR, 2025)

Multi-View Riemannian Manifolds Fusion Enhancement for Knowledge Graph Completion. - LinYu Li 001; Zhi Jin 001; Xuan Zhang 002; Haoran Duan 002; Jishu Wang; Zhengwei Tao; Haiyan Zhao 001; Xiaofeng Zhu 001 (IEEE Trans. Knowl. Data Eng., 2025)

Co-Evidential Fusion with Information Volume for Medical Image Segmentation. - Yuanpeng He; Lijian Li 003; Tianxiang Zhan; Chi-Man Pun; Wenpin Jiao; Zhi Jin 001 (CoRR, 2025)

Computational Thinking Reasoning in Large Language Models. - Kechi Zhang; Ge Li 001; Jia Li 012; Huangzhao Zhang; Jingjing Xu; Hao Zhu; Lecheng Wang; Jia Li 012; Yihong Dong; Jing Mai; Bin Gu 006; Zhi Jin 001 (CoRR, 2025)

Large Language Model Unlearning for Source Code. - Xue Jiang; Yihong Dong; Zheng Fang; Yingwei Ma; Tangxinyu Wang; Rongyu Cao; Binhua Li; Zhi Jin 001; Wenpin Jiao; Yongbin Li; Ge Li 001 (CoRR, 2025)

Knowledge-Guided Multi-Agent Framework for Automated Requirements Development: A Vision. - Jiangping Huang; Dongming Jin; Weisong Sun; Yang Liu 003; Zhi Jin 001 (CoRR, 2025)

SCodeSearcher: soft contrastive learning for code search. - Jia Li; Zheng Fang; Xianjie Shi; Zhi Jin 001; Fang Liu 032; Jia Li; Yunfei Zhao; Ge Li 001 (Empir. Softw. Eng., 2025)

The Current Challenges of Software Engineering in the Era of Large Language Models. - Cuiyun Gao 001; Xing Hu 008; Shan Gao 009; Xin Xia 001; Zhi Jin 001 (ACM Trans. Softw. Eng. Methodol., 2025)

iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development. - Dongming Jin; Weisong Sun; Jiangping Huang; Peng Liang 001; Jifeng Xuan; Yang Liu 003; Zhi Jin 001 (CoRR, 2025)

A Conceptual Framework for Requirements Engineering of Pretrained-Model-Enabled Systems. - Dongming Jin; Zhi Jin 001; Linyu Li 001; Xiao-hong Chen 001 (CoRR, 2025)

StackTrans: From Large Language Model to Large Pushdown Automata Model. - Kechi Zhang; Ge Li 001; Jia Li; Huangzhao Zhang; Yihong Dong; Jia Li; Jingjing Xu; Zhi Jin 001 (CoRR, 2025)

MAAD: Automate Software Architecture Design through Knowledge-Driven Multi-Agent Collaboration. - Ruiyin Li; Yiran Zhang; Xiyu Zhou; Peng Liang 001; Weisong Sun; Jifeng Xuan; Zhi Jin 001; Yang Liu 003 (CoRR, 2025)

What You See Is What You Get: Prototype Generation for IoT End-User Programming. - Xiaohong Chen 007; Shi Chen; Zhi Jin 001; Zihan Chen; Mingsong Chen 001 (IEEE Trans. Software Eng., 2025)

RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization. - Yihong Dong; Xue Jiang; Yongding Tao; Huanyu Liu; Kechi Zhang; Lili Mou; Rongyu Cao; Yingwei Ma; Jue Chen; Binhua Li; Zhi Jin 001; Fei Huang 002; et al. (CoRR, 2025)

Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding. - LinYu Li 001; Zhi Jin 001; Yuanpeng He; Dongming Jin; Yichi Zhang; Haoran Duan 002; Nyima Tashi (CoRR, 2025)

A System Model Generation Benchmark from Natural Language Requirements. - Dongming Jin; Zhi Jin 001; Linyu Li 001; Zheng Fang; Jia Li 003; Xiao-hong Chen 001 (CoRR, 2025)

Data Dependency Inference for Industrial Code Generation Based on UML Sequence Diagrams. - Wenxin Mao; Zhitao Wang; Long Wang; Sirong Chen; Cuiyun Gao 001; Luyang Cao; Ziming Liu; Qiming Zhang; Jun Zhou; Zhi Jin 001 (CoRR, 2025)

Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision. - Xu Lu; Weisong Sun; Yiran Zhang; Ming Hu 003; Cong Tian; Zhi Jin 001; Yang Liu 003 (CoRR, 2025)

Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol. - Wei Ma; Yixiao Yang; Qiang Hu; Shi Ying; Zhi Jin 001; Bo Du; Zhenchang Xing; Tianlin Li; Junjie Shi; Yang Liu 003; Linxiao Jiang (CoRR, 2025)

UserTrace: User-Level Requirements Generation and Traceability Recovery from Software Project Repositories. - Dongming Jin; Zhi Jin 001; Yiran Zhang; Zheng Fang; LinYu Li 001; Yuanpeng He; Xiaohong Chen; Weisong Sun (CoRR, 2025)

VulAgent: Hypothesis-Validation based Multi-Agent Vulnerability Detection. - Ziliang Wang; Ge Li 001; Jia Li 012; Hao Zhu; Zhi Jin 001 (CoRR, 2025)

Large Language Model-Aware In-Context Learning for Code Generation. - Jia Li 012; Chongyang Tao; Jia Li Male; Ge Li 001; Zhi Jin 001; Huangzhao Zhang; Zheng Fang; Fang Liu 032 (ACM Trans. Softw. Eng. Methodol., 2025)

Fed-OLF: Federated Oversampling Learning Framework for Imbalanced Software Defect Prediction Under Privacy Protection. - Xiaowen Hu; Ming Zheng; Rui Zhu 009; Xuan Zhang 002; Zhi Jin 001 (IEEE Trans. Reliab., 2025)

Using external knowledge to enhance user preferences for better sequential recommendation. - Yubin Ma; Zhihong Zheng; Xuan Zhang 002; Zhi Jin 001; Weiyi Shang; Wei Cai; Chen Gao 006; LinYu Li 001 (Expert Syst. Appl., 2026)

Knowledge fusion in deep learning-based medical vision-language models: A review. - Dexuan Xu; Yanyuan Chen; Zhongyan Chai; Yifan Xiao; Yandong Yan; Weiping Ding 001; Hanpin Wang; Zhi Jin 001; Wenpin Jiao; Weihua Yue; Hang Li; Yu Huang 004 (Inf. Fusion, 2026)