Zhi Jin - RankMe

507 papers A* 45A 42B 15C 27Misc 3Journal 282Unranked 73

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A compact and monolithically integrable 140 GHz InP HEMT fundamental mixer using 80-nm T-gate technology for terahertz receiver front-ends. IEICE Electron. Express Xu Han, Haomiao Wei, Yuxuan Chen, Yifei Xie, Cong Zhang, Yongheng Gong, Feng Yang, Tong Liu, Shengxiang Liu, Jia Sun, Zhi Jin, Yong Zhang, Jingyuan Shi, Dayong Zhang, Peng Ding, Yongbo Su
2026	J	`jnl`	A knowledge graph-driven generation framework for perceptual decomposition and serial logical reasoning with large language models. Eng. Appl. Artif. Intell. Yuhang Zheng, Xuan Zhang, Kunpeng Du, Junda Li, Linyu Li, Shaobo Liu, Tong Li, Zhi Jin
2026	J	`jnl`	Advancing LLM-Generated Code Reliability: A Hybrid Approach for Hallucination Detection. IEEE Trans. Software Eng. Bo Yang, Jiayi Dang, Huai Liu, Zhi Jin
2026	J	`jnl`	An Empirical Study of Parameter-Efficient Fine-Tuning in Code Change Learning and Beyond. IEEE Trans. Software Eng. Shuo Liu, Jacky Keung, Zhi Jin, Zhen Yang, Fang Liu, Hao Zhang
2026	J	`jnl`	Collaborative denoising and semantic preservation: A sequential recommendation model via frequency-aware diffusion and KAN. Expert Syst. Appl. Jiangbin Chen, Xuan Zhang, Kunpeng Du, Shaoheng Xie, Rui Zhu, Junda Li, Weiyi Shang, Zhi Jin
2026	J	`jnl`	EndPCA: Ensemble Defense With Provably Convergent Aggregation Against Poisoning Attacks in Federated Learning. IEEE Trans. Inf. Forensics Secur. Mingyue Zhang, Chenyu Hu, Xuelian Cao, Atul Sajjanhar, Zheng Yang, Muneeb Ul Hassan, Zhi Jin, Jialong Li
2026	J	`jnl`	Evaluating Large Language Models for Time Series Anomaly Detection in Aerospace Software. CoRR Yang Liu, Yixing Luo, Xiaofeng Li, Xiaogang Dong, Bin Gu, Zhi Jin
2026	J	`jnl`	HDNR: hierarchical disentanglement for news recommendation. Int. J. Mach. Learn. Cybern. Zhihong Zheng, Xuan Zhang, Yubin Ma, Chen Gao, Wei Cai, Weiyi Shang, Zhi Jin
2026	J	`jnl`	IVC-DB: Iterative verification correction method guided by dual-Backward mathematical reasoning in large language models. Knowl. Based Syst. Kunpeng Du, Xuan Zhang, Chen Gao, Rui Zhu, Shaobo Liu, Tong Li, Zhi Jin
2026	J	`jnl`	IntentCoding: Amplifying User Intent in Code Generation. CoRR Zheng Fang, Yihong Dong, Lili Mou, Dongming Jin, Zhi Jin, Ge Li
2026	J	`jnl`	KOCO-BENCH: Can Large Language Models Leverage Domain Knowledge in Software Development? CoRR Xue Jiang, Jiaru Qian, Xianjie Shi, Chenjie Li, Hao Zhu, Ziyu Wang, Jielun Zhang, Zheyu Zhao, Kechi Zhang, Jia Li, Wenpin Jiao, Zhi Jin, Ge Li, Yihong Dong
2026	J	`jnl`	Knowledge fusion in deep learning-based medical vision-language models: A review. Inf. Fusion Dexuan Xu, Yanyuan Chen, Zhongyan Chai, Yifan Xiao, Yandong Yan, Weiping Ding, Hanpin Wang, Zhi Jin, Wenpin Jiao, Weihua Yue, Hang Li, Yu Huang
2026	A*	`conf`	Large Language Model Unlearning for Source Code. AAAI Xue Jiang, Yihong Dong, Huangzhao Zhang, Tangxinyu Wang, Zheng Fang, Yingwei Ma, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Yongbin Li, Ge Li
2026	A*	`conf`	Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding. WWW Linyu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Yichi Zhang, Haoran Duan, Xuan Zhang, Zhengwei Tao, Tashi Nyima
2026	J	`jnl`	PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing. ACM Trans. Softw. Eng. Methodol. Yuwei Zhang, Zhi Jin, Ying Xing, Ge Li, Fang Liu, Jiaxin Zhu, Wensheng Dou, Jun Wei
2026	J	`jnl`	PGPL: enhancing spatial awareness abilities of multimodal large language models based on precise geometric position learning. Sci. China Inf. Sci. Yongqiang Zhao, Zhenyu Li, Zhi Jin, Feng Zhang, Ziliang Wang, Lianwei Wu, Chengfeng Dou, Haiyan Zhao, Xinhai Xu
2026	A*	`conf`	RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation. AAAI Yue Fang, Zhi Jin, Jie An, Hongshen Chen, Xiao-hong Chen, Naijun Zhan
2026	J	`jnl`	REprompt: Prompt Generation for Intelligent Software Development Guided by Requirements Engineering. CoRR Junjie Shi, Weisong Sun, Zhenpeng Chen, Zhujun Wu, Xiaohong Chen, Zhi Jin, Yang Liu
2026	J	`jnl`	ReqElicitGym: An Evaluation Environment for Interview Competence in Conversational Requirements Elicitation. CoRR Dongming Jin, Zhi Jin, Zheng Fang, Linyu Li, Xiaotian Yang, Yuanpeng He, Xiaohong Chen
2026	J	`jnl`	Think Anywhere in Code Generation. CoRR Xue Jiang, Tianyu Zhang, Ge Li, Mengyang Liu, Taozhi Chen, Zhenhua Xu, Binhua Li, Wenpin Jiao, Zhi Jin, Yongbin Li, Yihong Dong
2026	J	`jnl`	Towards Structure-Aware Model for Multi-Modal Knowledge Graph Completion. IEEE Trans. Multim. Linyu Li, Zhi Jin, Yichi Zhang, Dongming Jin, Chengfeng Dou, Yuanpeng He, Xuan Zhang, Haiyan Zhao
2026	J	`jnl`	Using external knowledge to enhance user preferences for better sequential recommendation. Expert Syst. Appl. Yubin Ma, Zhihong Zheng, Xuan Zhang, Zhi Jin, Weiyi Shang, Wei Cai, Chen Gao, Linyu Li
2026	J	`jnl`	Weights to Code: Extracting Interpretable Algorithms from the Discrete Transformer. CoRR Yifan Zhang, Wei Bi, Kechi Zhang, Dongming Jin, Jie Fu, Zhi Jin
2026	J	`jnl`	WizardEvent: Empowering Event Reasoning by Hybrid Event-Aware Data Synthesizing. IEEE Trans. Knowl. Data Eng. Zhengwei Tao, Xiancai Chen, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Wenpeng Hu, Chongyang Tao, Shuai Ma
2026	J	`jnl`	Your Inference Request Will Become a Black Box: Confidential Inference for Cloud-based Large Language Models. CoRR Chung-ju Huang, Huiqiang Zhao, Yuanpeng He, Lijian Li, Wenpin Jiao, Zhi Jin, Peixuan Chen, Leye Wang
2025	A*	`conf`	A Comprehensive Evaluation on Event Reasoning of Large Language Models. AAAI Zhengwei Tao, Zhi Jin, Yifan Zhang, Xiancai Chen, Haiyan Zhao, Jia Li, Bin Liang, Chongyang Tao, Qun Liu, Kam-Fai Wong
2025	J	`jnl`	A Conceptual Framework for Requirements Engineering of Pretrained-Model-Enabled Systems. CoRR Dongming Jin, Zhi Jin, Linyu Li, Xiao-hong Chen
2025	A	`conf`	A First Look at Package-to-Group Mechanism: An Empirical Study of the Linux Distributions. SANER Dongming Jin, Nianyu Li, Kai Yang, Minghui Zhou, Zhi Jin
2025	J	`jnl`	A Needle in a Haystack: Intent-driven Reusable Artifacts Recommendation with LLMs. CoRR Dongming Jin, Zhi Jin, Xiaohong Chen, Zheng Fang, Linyu Li, Yuanpeng He, Jia Li, Yirang Zhang, Yingtao Fang
2025	J	`jnl`	A Survey on Code Generation with LLM-based Agents. CoRR Yihong Dong, Xue Jiang, Jiaru Qian, Tian Wang, Kechi Zhang, Zhi Jin, Ge Li
2025	J	`jnl`	A System Model Generation Benchmark from Natural Language Requirements. CoRR Dongming Jin, Zhi Jin, Linyu Li, Zheng Fang, Jia Li, Xiao-hong Chen
2025	J	`jnl`	A Viable Paradigm of Software Automation: Iterative End-to-End Automated Software Development. CoRR Jia Li, Zhi Jin, Huangzhao Zhang, Kechi Zhang, Jiaru Qian, Tiankuo Zhao
2025	J	`jnl`	AdapTrack: Constrained Decoding without Distorting LLM's Output Intent. CoRR Yongmin Li, Jia Li, Ge Li, Zhi Jin
2025	J	`jnl`	Aligning Academia with Industry: An Empirical Study of Industrial Needs and Academic Capabilities in AI-Driven Software Engineering. CoRR Hang Yu, Yuzhou Lai, Li Zhang, Xiaoli Lian, Fang Liu, Yanrui Dong, Ting Zhang, Zhi Jin, David Lo
2025	A*	`conf`	Aligning LLMs to Fully Utilize the Cross-file Context in Repository-level Code Completion. ASE Jia Li, Hao Zhu, Huanyu Liu, Xianjie Shi, He Zong, Yihong Dong, Kechi Zhang, Siyuan Jiang, Zhi Jin, Ge Li
2025	J	`jnl`	Automated Concern Extraction from Textual Requirements of Cyber-Physical Systems: A Multi-solution Study. CoRR Dongming Jin, Zhi Jin, Xiao-hong Chen, Zheng Fang, Linyu Li, Shengxin Zhao, Chuihui Wang, Hongbin Xiao
2025	—	`conf`	Automatic Generation of Structured Requirements for Aerospace Embedded Systems Using LLMs. REW Jingkai Lin, Yixing Luo, Xiao-hong Chen, Bin Gu, Zhi Jin
2025	A	`conf`	Automatic Multi-level Feature Tree Construction for Domain-Specific Reusable Artifacts Management. RE Dongming Jin, Zhi Jin, Nianyu Li, Kai Yang, Linyu Li, Suijing Guan
2025	J	`jnl`	Automatic Multi-level Feature Tree Construction for Domain-Specific Reusable Artifacts Management. CoRR Dongming Jin, Zhi Jin, Nianyu Li, Kai Yang, Linyu Li, Suijing Guan
2025	—	`conf`	Benchmarking Long-Context Language Models on Long Code Understanding. ACL (1) Jia Li, Xuyuan Guo, Lei Li, Kechi Zhang, Ge Li, Zhengwei Tao, Fang Liu, Chongyang Tao, Yuqi Zhu, Zhi Jin
2025	J	`jnl`	Co-Evidential Fusion with Information Volume for Medical Image Segmentation. CoRR Yuanpeng He, Lijian Li, Tianxiang Zhan, Chi-Man Pun, Wenpin Jiao, Zhi Jin
2025	J	`jnl`	Co-evidential fusion with information volume for semi-supervised medical image segmentation. Pattern Recognit. Yuanpeng He, Lijian Li, Tianxiang Zhan, Chi-Man Pun, Wenpin Jiao, Zhi Jin
2025	—	`conf`	CodeDPO: Aligning Code Models with Self Generated and Verified Source Code. ACL (1) Kechi Zhang, Ge Li, Yihong Dong, Jingjing Xu, Jun Zhang, Jing Su, Yongfei Liu, Zhi Jin
2025	J	`jnl`	CodeRAG: Supportive Code Retrieval on Bigraph for Real-World Code Generation. CoRR Jia Li, Xianjie Shi, Kechi Zhang, Lei Li, Ge Li, Zhengwei Tao, Jia Li, Fang Liu, Chongyang Tao, Zhi Jin
2025	J	`jnl`	CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment. CoRR Xue Jiang, Yihong Dong, Mengyang Liu, Hongyi Deng, Tian Wang, Yongding Tao, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Fei Huang, Yongbin Li, Ge Li
2025	J	`jnl`	CodeScore: Evaluating Code Generation by Learning Code Execution. ACM Trans. Softw. Eng. Methodol. Yihong Dong, Jiazheng Ding, Xue Jiang, Ge Li, Zhuo Li, Zhi Jin
2025	J	`jnl`	Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization. CoRR Weisong Sun, Yiran Zhang, Jie Zhu, Zhihui Wang, Chunrong Fang, Yonglong Zhang, Yebo Feng, Jiangping Huang, Xingya Wang, Zhi Jin, Yang Liu
2025	J	`jnl`	Computational Thinking Reasoning in Large Language Models. CoRR Kechi Zhang, Ge Li, Jia Li, Huangzhao Zhang, Jingjing Xu, Hao Zhu, Lecheng Wang, Yihong Dong, Jing Mai, Bin Gu, Zhi Jin
2025	J	`jnl`	Data Dependency Inference for Industrial Code Generation Based on UML Sequence Diagrams. CoRR Wenxin Mao, Zhitao Wang, Long Wang, Sirong Chen, Cuiyun Gao, Luyang Cao, Ziming Liu, Qiming Zhang, Jun Zhou, Zhi Jin
2025	A*	`conf`	Data Dependency-Aware Code Generation from Enhanced UML Sequence Diagrams. ASE Wenxin Mao, Zhitao Wang, Long Wang, Sirong Chen, Cuiyun Gao, Luyang Cao, Ziming Liu, Qiming Zhang, Jun Zhou, Zhi Jin
2025	J	`jnl`	Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine. CoRR Chengfeng Dou, Ying Zhang, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao
2025	—	`conf`	Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge. ACL (Findings) Yue Fang, Zhi Jin, Jie An, Hongshen Chen, Xiao-hong Chen, Naijun Zhan
2025	J	`jnl`	Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge. CoRR Yue Fang, Zhi Jin, Jie An, Hongshen Chen, Xiao-hong Chen, Naijun Zhan
2025	J	`jnl`	Ensembling Large Language Models for Code Vulnerability Detection: An Empirical Evaluation. CoRR Zhihong Sun, Jia Li, Yao Wan, Chuanyi Li, Hongyu Zhang, Zhi Jin, Ge Li, Hong Liu, Chen Lyu, Songlin Hu
2025	A*	`conf`	Envisioning Intelligent Requirements Engineering via Knowledge-Guided Multi-Agent Collaboration. ASE Jiangping Huang, Dongming Jin, Weisong Sun, Yang Liu, Zhi Jin
2025	—	`conf`	Evaluating Large Language Models for Requirements Question Answering in Industrial Aerospace Software. SIGSOFT FSE Companion Longxing Yang, Yixing Luo, Hao Gao, Yingshuang Fan, Jingru Zhang, Xiaofeng Li, Xiaogang Dong, Bin Gu, Zhi Jin, Mengfei Yang
2025	—	`conf`	Evidential Prototype Learning for Semi-supervised Medical Image Segmentation. KDD (2) Yuanpeng He, Lijian Li, Tianxiang Zhan, Chi-Man Pun, Wenpin Jiao, Zhi Jin
2025	J	`jnl`	Expressing the Needs in Smart Home: What Is the End Users' Favorite Way. ACM Trans. Comput. Hum. Interact. Xiaohong Chen, Shi Chen, Zhi Jin, Han Bian, Zihan Chen, Haotian Li
2025	J	`jnl`	Fed-OLF: Federated Oversampling Learning Framework for Imbalanced Software Defect Prediction Under Privacy Protection. IEEE Trans. Reliab. Xiaowen Hu, Ming Zheng, Rui Zhu, Xuan Zhang, Zhi Jin
2025	—	`conf`	Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking. ACL (1) Yifan Zhang, Wenyu Du, Dongming Jin, Jie Fu, Zhi Jin
2025	J	`jnl`	Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking. CoRR Yifan Zhang, Wenyu Du, Dongming Jin, Jie Fu, Zhi Jin
2025	—	`conf`	Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points. ACL (Findings) Kechi Zhang, Ge Li, Jia Li, Yihong Dong, Zhi Jin
2025	J	`jnl`	Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points. CoRR Kechi Zhang, Ge Li, Jia Li, Yihong Dong, Zhi Jin
2025	J	`jnl`	Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap. CoRR Jialong Li, Mingyue Zhang, Nianyu Li, Danny Weyns, Zhi Jin, Kenji Tei
2025	J	`jnl`	GraphLocator: Graph-guided Causal Reasoning for Issue Localization. CoRR Wei Liu, Chao Peng, Pengfei Gao, Aofan Liu, Wei Zhang, Haiyan Zhao, Zhi Jin
2025	J	`jnl`	Knowledge-Guided Multi-Agent Framework for Application-Level Software Code Generation. CoRR Qian Xiong, Bo Yang, Weisong Sun, Yiran Zhang, Tianlin Li, Yang Liu, Zhi Jin
2025	J	`jnl`	Knowledge-Guided Multi-Agent Framework for Automated Requirements Development: A Vision. CoRR Jiangping Huang, Dongming Jin, Weisong Sun, Yang Liu, Zhi Jin
2025	J	`jnl`	Knowledge-enhanced prototypical network with graph structure and semantic information interaction for low-shot joint spoken language understanding. Expert Syst. Appl. Kunpeng Du, Xuan Zhang, Chen Gao, Weiyi Shang, Yubin Ma, Zhi Jin, Linyu Li
2025	J	`jnl`	LONGCODEU: Benchmarking Long-Context Language Models on Long Code Understanding. CoRR Jia Li, Xuyuan Guo, Lei Li, Kechi Zhang, Ge Li, Zhengwei Tao, Fang Liu, Chongyang Tao, Yuqi Zhu, Zhi Jin
2025	J	`jnl`	Large Language Model Unlearning for Source Code. CoRR Xue Jiang, Yihong Dong, Zheng Fang, Yingwei Ma, Tangxinyu Wang, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Yongbin Li, Ge Li
2025	J	`jnl`	Large Language Model-Aware In-Context Learning for Code Generation. ACM Trans. Softw. Eng. Methodol. Jia Li, Chongyang Tao, Jia Li, Ge Li, Zhi Jin, Huangzhao Zhang, Zheng Fang, Fang Liu
2025	J	`jnl`	Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding. CoRR Linyu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Yichi Zhang, Haoran Duan, Nyima Tashi
2025	A	`conf`	Leveraging Large Language Models for Reusable Requirements Management in Aerospace Software. RE Yixing Luo, Yiping Wang, Xiaofeng Li, Bin Gu, Zhi Jin
2025	—	`conf`	Line-level Semantic Structure Learning for Code Vulnerability Detection. Internetware Ziliang Wang, Ge Li, Jia Li, Yihong Dong, Yingfei Xiong, Zhi Jin
2025	J	`jnl`	MAAD: Automate Software Architecture Design through Knowledge-Driven Multi-Agent Collaboration. CoRR Ruiyin Li, Yiran Zhang, Xiyu Zhou, Peng Liang, Weisong Sun, Jifeng Xuan, Zhi Jin, Yang Liu
2025	J	`jnl`	Multi-View Riemannian Manifolds Fusion Enhancement for Knowledge Graph Completion. IEEE Trans. Knowl. Data Eng. Linyu Li, Zhi Jin, Xuan Zhang, Haoran Duan, Jishu Wang, Zhengwei Tao, Haiyan Zhao, Xiaofeng Zhu
2025	J	`jnl`	Mutual Evidential Deep Learning for Medical Image Segmentation. CoRR Yuanpeng He, Yali Bi, Lijian Li, Chi-Man Pun, Wenpin Jiao, Zhi Jin
2025	A*	`conf`	NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning. EMNLP Yue Fang, Shaohan Huang, Xin Yu, Haizhen Huang, Zihan Zhang, Weiwei Deng, Furu Wei, Feng Sun, Qi Zhang, Zhi Jin
2025	J	`jnl`	Neighborhood structure enhancement and denoising method for multi-behavior recommendation. Neural Networks Wei Cai, Zhihong Zheng, Xuan Zhang, Weiyi Shang, Yubin Ma, Wenjie Gao, Zhi Jin
2025	J	`jnl`	PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing. CoRR Yuwei Zhang, Zhi Jin, Ying Xing, Ge Li, Fang Liu, Jiaxin Zhu, Wensheng Dou, Jun Wei
2025	J	`jnl`	PROPHET: An Inferable Future Forecasting Benchmark with Causal Intervened Likelihood Estimation. CoRR Zhengwei Tao, Zhi Jin, Bincheng Li, Xiaoying Bai, Haiyan Zhao, Chengfeng Dou, Xiancai Chen, Jia Li, Linyu Li, Chongyang Tao
2025	—	`ed.`	Proceedings of the 16th International Conference on Internetware, Internetware 2025, Trondheim, Norway, June 20-22, 2025 Internetware Hong Mei, Jian Lv, Zhi Jin, Xuandong Li, Thomas Zimmermann, Ge Li, Lei Bu, Xin Xia
2025	J	`jnl`	RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation. CoRR Yue Fang, Zhi Jin, Jie An, Hongshen Chen, Xiao-hong Chen, Naijun Zhan
2025	J	`jnl`	RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization. CoRR Yihong Dong, Xue Jiang, Yongding Tao, Huanyu Liu, Kechi Zhang, Lili Mou, Rongyu Cao, Yingwei Ma, Jue Chen, Binhua Li, Zhi Jin, Fei Huang, Yongbin Li, Ge Li
2025	A*	`conf`	ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation. ICSE Xue Jiang, Yihong Dong, Yongding Tao, Huanyu Liu, Zhi Jin, Ge Li
2025	A	`conf`	Reliable Version Merging Based on Deep Semantic and logical Understanding of Critical Context. ISSRE Mengdan Fan, Wei Zhang, Haiyan Zhao, Zhi Jin
2025	A	`conf`	Requirements Dependency Driven Test Case Generation: An Automotive Industry Practice. RE Tong Xu, Zheng Zhou, Xiaohong Chen, Zhiyi Xue, Yi Zhao, Min Zhang, Zhi Jin
2025	A*	`conf`	Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision. ASE Xu Lu, Weisong Sun, Yiran Zhang, Ming Hu, Cong Tian, Zhi Jin, Yang Liu
2025	J	`jnl`	Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision. CoRR Xu Lu, Weisong Sun, Yiran Zhang, Ming Hu, Cong Tian, Zhi Jin, Yang Liu
2025	J	`jnl`	Rethinking Regularization Methods for Knowledge Graph Completion. CoRR Linyu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Haoran Duan, Zhengwei Tao, Xuan Zhang, Jiandong Li
2025	—	`conf`	Rethinking Repetition Problems of LLMs in Code Generation. ACL (1) Yihong Dong, Yuchen Liu, Xue Jiang, Bin Gu, Zhi Jin, Ge Li
2025	J	`jnl`	Rethinking Repetition Problems of LLMs in Code Generation. CoRR Yihong Dong, Yuchen Liu, Xue Jiang, Zhi Jin, Ge Li
2025	J	`jnl`	Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol. CoRR Wei Ma, Yixiao Yang, Qiang Hu, Shi Ying, Zhi Jin, Bo Du, Zhenchang Xing, Tianlin Li, Junjie Shi, Yang Liu, Linxiao Jiang
2025	—	`conf`	Revisit Self-Debugging with Self-Generated Tests for Code Generation. ACL (1) Xiancai Chen, Zhengwei Tao, Kechi Zhang, Changzhi Zhou, Xinyu Zhang, Wanli Gu, Yuanpeng He, Mengdi Zhang, Xunliang Cai, Haiyan Zhao, Zhi Jin
2025	J	`jnl`	Revisit Self-Debugging with Self-Generated Tests for Code Generation. CoRR Xiancai Chen, Zhengwei Tao, Kechi Zhang, Changzhi Zhou, Wanli Gu, Yuanpeng He, Mengdi Zhang, Xunliang Cai, Haiyan Zhao, Zhi Jin
2025	J	`jnl`	SAGA: Summarization-Guided Assert Statement Generation. J. Comput. Sci. Technol. Yuwei Zhang, Zhi Jin, Ze-Jun Wang, Ying Xing, Ge Li
2025	J	`jnl`	SCodeSearcher: soft contrastive learning for code search. Empir. Softw. Eng. Jia Li, Zheng Fang, Xianjie Shi, Zhi Jin, Fang Liu, Yunfei Zhao, Ge Li
2025	J	`jnl`	SEAlign: Alignment Training for Software Engineering Agent. CoRR Kechi Zhang, Huangzhao Zhang, Ge Li, Jinliang You, Jia Li, Yunfei Zhao, Zhi Jin
2025	J	`jnl`	SQGE: Support-query prototype guidance and enhancement for few-shot relational triple extraction. Neural Networks Chen Gao, Xuan Zhang, Zhi Jin, Wei Cai, Danyang Wang, Kunpeng Du, Chunlin Yin, Tong Li
2025	J	`jnl`	Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model. CoRR Yihong Dong, Zhaoyu Ma, Xue Jiang, Zhiyuan Fan, Jiaru Qian, Yongmin Li, Jianha Xiao, Zhi Jin, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li, Ge Li
2025	A*	`conf`	SemGuard: Real-Time Semantic Evaluator for Correcting LLM-Generated Code. ASE Qinglin Wang, Zhihong Sun, Ruyun Wang, Tao Huang, Zhi Jin, Ge Li, Chen Lyu
2025	J	`jnl`	SemGuard: Real-Time Semantic Evaluator for Correcting LLM-Generated Code. CoRR Qinglin Wang, Zhihong Sun, Ruyun Wang, Tao Huang, Zhi Jin, Ge Li, Chen Lyu
2025	J	`jnl`	StackTrans: From Large Language Model to Large Pushdown Automata Model. CoRR Kechi Zhang, Ge Li, Jia Li, Huangzhao Zhang, Yihong Dong, Jingjing Xu, Zhi Jin
2025	J	`jnl`	Structured Chain-of-Thought Prompting for Code Generation. ACM Trans. Softw. Eng. Methodol. Jia Li, Ge Li, Yongmin Li, Zhi Jin
2025	J	`jnl`	Systematic Literature Review of Commercial Participation in Open Source Software. ACM Trans. Softw. Eng. Methodol. XueTao Li, Yuxia Zhang, Cailean Osborne, Minghui Zhou, Zhi Jin, Hui Liu
2025	J	`jnl`	TRALSem: A Robust Model for Textual Sentiment Analysis. IEEE Trans. Comput. Soc. Syst. Bo Yang, Jiayi Dang, Huai Liu, Zhi Jin
2025	A	`conf`	Taxonomy-Guided Reasoning for Requirements Classification: A Study in Aerospace Industry. RE Yixing Luo, Yang Liu, Xiaofeng Li, Xiaogang Dong, Bin Gu, Zhi Jin, Mengfei Yang
2025	J	`jnl`	The Current Challenges of Software Engineering in the Era of Large Language Models. ACM Trans. Softw. Eng. Methodol. Cuiyun Gao, Xing Hu, Shan Gao, Xin Xia, Zhi Jin
2025	J	`jnl`	Towards Structure-aware Model for Multi-modal Knowledge Graph Completion. CoRR Linyu Li, Zhi Jin, Yichi Zhang, Dongming Jin, Chengfeng Dou, Yuanpeng He, Xuan Zhang, Haiyan Zhao
2025	J	`jnl`	Transformer-based code model with compressed hierarchy representation. Empir. Softw. Eng. Kechi Zhang, Jia Li, Zhuo Li, Zhi Jin, Ge Li
2025	Misc	`conf`	Try Before You Buy: Solving Multi-Model Complex Tasks by Model Competitions. ICASSP Yongqiang Zhao, Zhenyu Li, Zhi Jin, Feng Zhang, Lianwei Wu, Xinhai Xu, Donghong Liu
2025	J	`jnl`	UCRBench: Benchmarking LLMs on Use Case Recovery. CoRR Shuyuan Xiao, Yiran Zhang, Weisong Sun, Xiao-hong Chen, Yang Liu, Zhi Jin
2025	—	`conf`	UnCert-CoT: Uncertainty-Aware Chain-of-Thought for Code Generation with Large Language Model. ICIC (23) Yuqi Zhu, Ge Li, Xue Jiang, Jia Li, Hong Mei, Zhi Jin, Yihong Dong, Qibin Zheng
2025	J	`jnl`	Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs. CoRR Yuqi Zhu, Ge Li, Xue Jiang, Jia Li, Hong Mei, Zhi Jin, Yihong Dong
2025	J	`jnl`	UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration. CoRR Chung-ju Huang, Yuanpeng He, Xiao Han, Wenpin Jiao, Zhi Jin, Leye Wang
2025	J	`jnl`	UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Edge Healthcare Collaboration. IEEE Trans. Mob. Comput. Chung-ju Huang, Yuanpeng He, Xiao Han, Wenpin Jiao, Zhi Jin, Leye Wang
2025	J	`jnl`	UserTrace: User-Level Requirements Generation and Traceability Recovery from Software Project Repositories. CoRR Dongming Jin, Zhi Jin, Yiran Zhang, Zheng Fang, Linyu Li, Yuanpeng He, Xiaohong Chen, Weisong Sun
2025	J	`jnl`	VulAgent: Hypothesis-Validation based Multi-Agent Vulnerability Detection. CoRR Ziliang Wang, Ge Li, Jia Li, Hao Zhu, Zhi Jin
2025	—	`conf`	Welcome to the 5th IEEE International Workshop on Environment-Driven Requirements Engineering (EnviRE'25). REW Xiaohong Chen, Zhi Jin, Nan Niu, Yijun Yu
2025	J	`jnl`	What You See Is What You Get: Prototype Generation for IoT End-User Programming. IEEE Trans. Software Eng. Xiaohong Chen, Shi Chen, Zhi Jin, Zihan Chen, Mingsong Chen
2025	J	`jnl`	aiXcoder-7B-v2: Training LLMs to Fully Utilize the Long Context in Repository-level Code Completion. CoRR Jia Li, Hao Zhu, Huanyu Liu, Xianjie Shi, He Zong, Yihong Dong, Kechi Zhang, Siyuan Jiang, Zhi Jin, Ge Li
2025	J	`jnl`	iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development. CoRR Dongming Jin, Weisong Sun, Jiangping Huang, Peng Liang, Jifeng Xuan, Yang Liu, Zhi Jin
2024	B	`ed.`	17th IEEE International Conference on Cloud Computing, CLOUD 2024, Shenzhen, China, July 7-13, 2024 CLOUD Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi L. Atukorala, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Tevfik Kosar, Santonu Sarkar, Sreekrishnan Venkateswaran, Shangguang Wang, Xuanzhe Liu, Seetharami Seelam, Chandra Narayanaswami, Ziliang Zong
2024	J	`jnl`	A Comprehensive Evaluation on Event Reasoning of Large Language Models. CoRR Zhengwei Tao, Zhi Jin, Yifan Zhang, Xiancai Chen, Xiaoying Bai, Yue Fang, Haiyan Zhao, Jia Li, Chongyang Tao
2024	J	`jnl`	A First Look at Package-to-Group Mechanism: An Empirical Study of the Linux Distributions. CoRR Dongming Jin, Nianyu Li, Kai Yang, Minghui Zhou, Zhi Jin
2024	J	`jnl`	A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems. ACM Trans. Auton. Adapt. Syst. Nianyu Li, Mingyue Zhang, Jialong Li, Sridhar Adepu, Eunsuk Kang, Zhi Jin
2024	J	`jnl`	A Scalable Approach to Detecting Safety Requirements Inconsistencies for Railway Systems. IEEE Trans. Intell. Transp. Syst. Xiaohong Chen, Zhi Jin, Min Zhang, Frédéric Mallet, Xiaoshan Liu, Tingliang Zhou
2024	J	`jnl`	A Survey on Self-Evolution of Large Language Models. CoRR Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou
2024	J	`jnl`	A new approach for encoding code and assisting code understanding. CoRR Mengdan Fan, Wei Zhang, Haiyan Zhao, Zhi Jin
2024	J	`jnl`	AceCoder: An Effective Prompting Technique Specialized in Code Generation. ACM Trans. Softw. Eng. Methodol. Jia Li, Yunfei Zhao, Yongmin Li, Ge Li, Zhi Jin
2024	J	`jnl`	An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs. CoRR Dongming Jin, Shengxin Zhao, Zhi Jin, Xiao-hong Chen, Chunhui Wang, Zheng Fang, Hongbin Xiao
2024	J	`jnl`	Automated Commit Message Generation With Large Language Models: An Empirical Study and Beyond. IEEE Trans. Software Eng. Pengyu Xue, Linhao Wu, Zhongxing Yu, Zhi Jin, Zhen Yang, Xinyi Li, Zhenyu Yang, Yue Tan
2024	B	`conf`	Bridging the Gap: Advancing Commonsense Question Answering with Integrated Multi-Modal Knowledge. CogSci Yongqiang Zhao, Zhi Jin, Feng Zhang, Xinhai Xu, Donghong Liu
2024	J	`jnl`	Code Structure-Aware through Line-level Semantic Learning for Code Vulnerability Detection. CoRR Ziliang Wang, Ge Li, Jia Li, Yihong Dong, Yingfei Xiong, Zhi Jin
2024	—	`conf`	CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges. ACL (1) Kechi Zhang, Jia Li, Ge Li, Xianjie Shi, Zhi Jin
2024	J	`jnl`	CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges. CoRR Kechi Zhang, Jia Li, Ge Li, Xianjie Shi, Zhi Jin
2024	J	`jnl`	CodeBERT-Attack: Adversarial attack against source code deep learning models via pre-trained model. J. Softw. Evol. Process. Huangzhao Zhang, Shuai Lu, Zhuo Li, Zhi Jin, Lei Ma, Yang Liu, Ge Li
2024	J	`jnl`	CodeDPO: Aligning Code Models with Self Generated and Verified Source Code. CoRR Kechi Zhang, Ge Li, Yihong Dong, Jingjing Xu, Jun Zhang, Jing Su, Yongfei Liu, Zhi Jin
2024	J	`jnl`	Decouple and Decorrelate: A Disentanglement Security Framework Combining Sample Weighting for Cross-Institution Biased Disease Diagnosis. IEEE Internet Things J. Jiayu Zhang, Hang Li, Dexuan Xu, Yiwei Lou, Menglong Ran, Zhi Jin, Yu Huang
2024	J	`jnl`	Deep learning for code generation: a survey. Sci. China Inf. Sci. Huangzhao Zhang, Kechi Zhang, Zhuo Li, Jia Li, Yongmin Li, Yunfei Zhao, Yuqi Zhu, Fang Liu, Ge Li, Zhi Jin
2024	A*	`conf`	Detect Hidden Dependency to Untangle Commits. ASE Mengdan Fan, Wei Zhang, Haiyan Zhao, Guangtai Liang, Zhi Jin
2024	—	`conf`	Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medial Hallucination Evaluation. LREC/COLING Chengfeng Dou, Ying Zhang, Yanyuan Chen, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yu Huang
2024	—	`conf`	DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. ACL (Findings) Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang
2024	J	`jnl`	DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. CoRR Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
2024	—	`conf`	EVIT: Event-Oriented Instruction Tuning for Event Reasoning. ACL (Findings) Zhengwei Tao, Xiancai Chen, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Yiwei Lou
2024	J	`jnl`	EVIT: Event-Oriented Instruction Tuning for Event Reasoning. CoRR Zhengwei Tao, Xiancai Chen, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Yiwei Lou
2024	—	`conf`	Enabling Efficient Real-Time Requirements Inconsistency Detection for Safety-Critical Systems. RE Workshops Yike Huang, Xiaohong Chen, Zhi Jin, Tingliang Zhou
2024	—	`conf`	Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs. LREC/COLING Zhihong Sun, Chen Lyu, Bolun Li, Yao Wan, Hongyu Zhang, Ge Li, Zhi Jin
2024	J	`jnl`	Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs. CoRR Zhihong Sun, Chen Lyu, Bolun Li, Yao Wan, Hongyu Zhang, Ge Li, Zhi Jin
2024	J	`jnl`	EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories. CoRR Jia Li, Ge Li, Xuanming Zhang, Yihong Dong, Zhi Jin
2024	A*	`conf`	EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. NeurIPS Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
2024	J	`jnl`	EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. CoRR Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
2024	J	`jnl`	Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment. CoRR Chengfeng Dou, Ying Zhang, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao
2024	J	`jnl`	Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing. CoRR Pengyu Xue, Linhao Wu, Zhen Yang, Zhongxing Yu, Zhi Jin, Ge Li, Yan Xiao, Shuo Liu, Xinyi Li, Hongyi Lin, Jingwen Wu
2024	J	`jnl`	Exploring and Unleashing the Power of Large Language Models in Automated Code Translation. CoRR Zhen Yang, Fang Liu, Zhongxing Yu, Jacky Wai Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li
2024	J	`jnl`	Exploring and Unleashing the Power of Large Language Models in Automated Code Translation. Proc. ACM Softw. Eng. Zhen Yang, Fang Liu, Zhongxing Yu, Jacky Wai Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li
2024	—	`conf`	Exploring the Potential of Large Language Models in Self-adaptive Systems. SEAMS@ICSE Jialong Li, Mingyue Zhang, Nianyu Li, Danny Weyns, Zhi Jin, Kenji Tei
2024	J	`jnl`	Exploring the Potential of Large Language Models in Self-adaptive Systems. CoRR Jialong Li, Mingyue Zhang, Nianyu Li, Danny Weyns, Zhi Jin, Kenji Tei
2024	J	`jnl`	Few-shot relational triple extraction with hierarchical prototype optimization. Pattern Recognit. Chen Gao, Xuan Zhang, Zhi Jin, Weiyi Shang, Yubing Ma, Linyu Li, Zishuo Ding, Yuqin Liang
2024	A	`conf`	Focused: An Approach to Framework-Oriented Cross-Language Link Specification and Detection. ICSME Ailun Yu, Yifan Shi, Bo Shen, Wei Zhang, Haiyan Zhao, Guangtai Liang, Tianyong Wu, Zhi Jin
2024	J	`jnl`	GABoost: Graph Alignment Boosting via Local Optimum Escape. Proc. ACM Manag. Data Wei Liu, Wei Zhang, Haiyan Zhao, Zhi Jin
2024	—	`conf`	Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models. ACL (Findings) Yihong Dong, Xue Jiang, Huanyu Liu, Zhi Jin, Bin Gu, Mengfei Yang, Ge Li
2024	J	`jnl`	Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models. CoRR Yihong Dong, Xue Jiang, Huanyu Liu, Zhi Jin, Ge Li
2024	J	`jnl`	Generating Equivalent Representations of Code By A Self-Reflection Approach. CoRR Jia Li, Ge Li, Lecheng Wang, Hao Zhu, Zhi Jin
2024	J	`jnl`	Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap. ACM Trans. Auton. Adapt. Syst. Jialong Li, Mingyue Zhang, Nianyu Li, Danny Weyns, Zhi Jin, Kenji Tei
2024	J	`jnl`	Graph Structure Enhanced Pre-Training Language Model for Knowledge Graph Completion. IEEE Trans. Emerg. Top. Comput. Intell. Huashi Zhu, Dexuan Xu, Yu Huang, Zhi Jin, Weiping Ding, Jiahui Tong, Guoshuang Chong
2024	A*	`conf`	GraphCoder: Enhancing Repository-Level Code Completion via Coarse-to-fine Retrieval Based on Code Context Graph. ASE Wei Liu, Ailun Yu, Daoguang Zan, Bo Shen, Wei Zhang, Haiyan Zhao, Zhi Jin, Qianxiang Wang
2024	J	`jnl`	GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model. CoRR Wei Liu, Ailun Yu, Daoguang Zan, Bo Shen, Wei Zhang, Haiyan Zhao, Zhi Jin, Qianxiang Wang
2024	A*	`conf`	HITS: High-coverage LLM-based Unit Test Generation via Method Slicing. ASE Zejun Wang, Kaibo Liu, Ge Li, Zhi Jin
2024	J	`jnl`	HITS: High-coverage LLM-based Unit Test Generation via Method Slicing. CoRR Zejun Wang, Kaibo Liu, Ge Li, Zhi Jin
2024	—	`conf`	HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position. ACL (1) Kechi Zhang, Ge Li, Huangzhao Zhang, Zhi Jin
2024	J	`jnl`	HiRoPE: Length Extrapolation for Code Models. CoRR Kechi Zhang, Ge Li, Huangzhao Zhang, Zhi Jin
2024	A*	`conf`	Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models. AAAI Yuqi Zhu, Jia Li, Ge Li, Yunfei Zhao, Jia Li, Zhi Jin, Hong Mei
2024	B	`conf`	IEEE 2024 World Congress on Services. CLOUD Zhi Jin, Michael Sheng
2024	—	`ed.`	IEEE International Conference on Digital Health, ICDH 2024, Shenzhen, China, July 7-13, 2024 ICDH Rong N. Chang, Carl K. Chang, Jingwei Yang, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Bo Wen, Sheikh Iqbal Ahamed, Graziano Pravadelli, Hossain Shahriar, Nicola Bombieri, Haihua Xie, Nimanthi Atukorala, Adnan Mahmood, William Chu, Jeff Rogers
2024	—	`ed.`	IEEE International Conference on Edge Computing and Communications, EDGE 2024, Shenzhen, China, July 7-13, 2024 EDGE Rong N. Chang, Carl K. Chang, Jingwei Yang, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Nimanthi L. Atukorala, Hongyue Wu, Shiqiang Wang, Shuiguang Deng, Nirmit Desai, Gopal Pingali, Javid Taheri, K. V. Subramaniam, Feras M. Awaysheh, Kaoutar El Maghaouri, Yingjie Wang
2024	—	`ed.`	IEEE International Conference on Quantum Software, QSW 2024, Shenzhen, China, July 7-13, 2024 QSW Rong N. Chang, Carl K. Chang, Jingwei Yang, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Ismael Faro, Frank Leymann, Johanna Barzen, Salvador de la Puente, Sebastian Feld, Manuel Wimmer, Nimanthi Atukorala, Hongyue Wu, David Elkouss, José García-Alonso, Aritra Sarkar
2024	J	`jnl`	IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion. CoRR Bolun Li, Zhihong Sun, Tao Huang, Hongyu Zhang, Yao Wan, Ge Li, Zhi Jin, Chen Lyu
2024	J	`jnl`	IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion. Proc. ACM Softw. Eng. Bolun Li, Zhihong Sun, Tao Huang, Hongyu Zhang, Yao Wan, Ge Li, Zhi Jin, Chen Lyu
2024	J	`jnl`	Improving domain-specific neural code generation with few-shot meta-learning. Inf. Softw. Technol. Zhen Yang, Jacky Wai Keung, Zeyu Sun, Yunfei Zhao, Ge Li, Zhi Jin, Shuo Liu, Yishu Li
2024	—	`conf`	Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback. ACL (Findings) Chengfeng Dou, Ying Zhang, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao
2024	J	`jnl`	Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback. CoRR Chengfeng Dou, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhenwei Tao
2024	—	`conf`	KareCoder: A New Knowledge-Enriched Code Generation System. ICSE Companion Tao Huang, Zhihong Sun, Zhi Jin, Ge Li, Chen Lyu
2024	A	`conf`	Knowledge-Aware Code Generation with Large Language Models. ICPC Tao Huang, Zhihong Sun, Zhi Jin, Ge Li, Chen Lyu
2024	J	`jnl`	Knowledge-Aware Code Generation with Large Language Models. CoRR Tao Huang, Zhihong Sun, Zhi Jin, Ge Li, Chen Lyu
2024	A*	`conf`	Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning. ICSE Mingyang Geng, Shangwen Wang, Dezun Dong, Haotian Wang, Ge Li, Zhi Jin, Xiaoguang Mao, Xiangke Liao
2024	J	`jnl`	LearningChain: A Highly Scalable and Applicable Learning-Based Blockchain Performance Optimization Framework. IEEE Trans. Netw. Serv. Manag. Jishu Wang, Yaowei Wang, Xuan Zhang, Zhi Jin, Chao Zhu, Linyu Li, Rui Zhu, Shenglong Lv
2024	J	`jnl`	M2CVD: Multi-Model Collaboration for Code Vulnerability Detection. CoRR Ziliang Wang, Ge Li, Jia Li, Meng Yan, Yingfei Xiong, Zhi Jin
2024	J	`jnl`	MARE: Multi-Agents Collaboration Framework for Requirements Engineering. CoRR Dongming Jin, Zhi Jin, Xiao-hong Chen, Chunhui Wang
2024	J	`jnl`	MEEL: Multi-Modal Event Evolution Learning. CoRR Zhengwei Tao, Zhi Jin, Junqiang Huang, Xiancai Chen, Xiaoying Bai, Haiyan Zhao, Yifan Zhang, Chongyang Tao
2024	—	`conf`	MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering. ACL (Findings) Dexuan Xu, Yanyuan Chen, Jieyi Wang, Yue Huang, Hanpin Wang, Zhi Jin, Hongxing Wang, Weihua Yue, Jing He, Hang Li, Yu Huang
2024	—	`conf`	Mutual Evidential Deep Learning for Semi-supervised Medical Image Segmentation. BIBM Yuanpeng He, Yali Bi, Lijian Li, Chi-Man Pun, Wenpin Jiao, Zhi Jin
2024	J	`jnl`	Non-Autoregressive Line-Level Code Completion. ACM Trans. Softw. Eng. Methodol. Fang Liu, Zhiyi Fu, Ge Li, Zhi Jin, Hui Liu, Yiyang Hao, Li Zhang
2024	—	`conf`	PACE: Improving Prompt with Actor-Critic Editing for Large Language Model. ACL (Findings) Yihong Dong, Kangcheng Luo, Xue Jiang, Zhi Jin, Ge Li
2024	J	`jnl`	Perception field based imitation learning for unlabeled multi-agent pathfinding. Sci. China Inf. Sci. Wenjie Chu, Ailun Yu, Wei Zhang, Haiyan Zhao, Zhi Jin
2024	J	`jnl`	Poison Attack and Poison Detection on Deep Source Code Processing Models. ACM Trans. Softw. Eng. Methodol. Jia Li, Zhuo Li, Huangzhao Zhang, Ge Li, Zhi Jin, Xing Hu, Xin Xia
2024	J	`jnl`	Python Symbolic Execution with LLM-powered Code Generation. CoRR Wenhan Wang, Kaibo Liu, An Ran Chen, Ge Li, Zhi Jin, Gang Huang, Lei Ma
2024	J	`jnl`	ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation. CoRR Xue Jiang, Yihong Dong, Yongding Tao, Huanyu Liu, Zhi Jin, Wenpin Jiao, Ge Li
2024	J	`jnl`	SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation. CoRR Xue Jiang, Yihong Dong, Zhi Jin, Ge Li
2024	J	`jnl`	Self-Collaboration Code Generation via ChatGPT. ACM Trans. Softw. Eng. Methodol. Yihong Dong, Xue Jiang, Zhi Jin, Ge Li
2024	J	`jnl`	Self-Planning Code Generation with Large Language Models. ACM Trans. Softw. Eng. Methodol. Xue Jiang, Yihong Dong, Lecheng Wang, Zheng Fang, Qiwei Shang, Ge Li, Zhi Jin, Wenpin Jiao
2024	J	`jnl`	Showing LLM-Generated Code Selectively Based on Confidence of LLMs. CoRR Jia Li, Yuqi Zhu, Yongmin Li, Ge Li, Zhi Jin
2024	A*	`conf`	Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates. ASE Zhihong Sun, Yao Wan, Jia Li, Hongyu Zhang, Zhi Jin, Ge Li, Chen Lyu
2024	J	`jnl`	Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates. CoRR Zhihong Sun, Yao Wan, Jia Li, Hongyu Zhang, Zhi Jin, Ge Li, Chen Lyu
2024	—	`conf`	Software Service Engineering in the Era of Large Language Models. SSE Xin Xia, Zhi Jin, Marco Aiello, Dongmei Zhang, Guangtai Liang, Xing Hu
2024	J	`jnl`	Systematic Literature Review of Commercial Participation in Open Source Software. CoRR XueTao Li, Yuxia Zhang, Cailean Osborne, Minghui Zhou, Zhi Jin, Hui Liu
2024	J	`jnl`	Temporal knowledge graph reasoning based on evolutional representation and contrastive learning. Appl. Intell. Qiuying Ma, Xuan Zhang, Zishuo Ding, Chen Gao, Weiyi Shang, Qiong Nong, Yubin Ma, Zhi Jin
2024	J	`jnl`	The Current Challenges of Software Engineering in the Era of Large Language Models. CoRR Cuiyun Gao, Xing Hu, Shan Gao, Xin Xia, Zhi Jin
2024	J	`jnl`	WELL: Applying bug detectors to bug localization via weakly supervised learning. J. Softw. Evol. Process. Huangzhao Zhang, Zhuo Li, Jia Li, Zhi Jin, Ge Li
2023	J	`jnl`	A software-defined MAPE-K architecture for unmanned systems. Sci. China Inf. Sci. Mingyue Jiang, Libin Zheng, Zuohua Ding, Zhi Jin
2023	J	`jnl`	AdaComplete: improve DL-based code completion method's domain adaptability. Autom. Softw. Eng. Zejun Wang, Fang Liu, Yiyang Hao, Zhi Jin
2023	J	`jnl`	An Empirical Study on Using Large Language Models for Multi-Intent Comment Generation. CoRR Mingyang Geng, Shangwen Wang, Dezun Dong, Haotian Wang, Ge Li, Zhi Jin, Xiaoguang Mao, Xiangke Liao
2023	—	`conf`	An RE'23 Workshop on Environment-Driven Requirements Engineering (EnviRE'23). REW Zhi Jin, Nan Niu, Yijun Yu
2023	A	`conf`	Antecedent Predictions Are More Important Than You Think: An Effective Method for Tree-Based Code Generation. ECAI Yihong Dong, Ge Li, Xue Jiang, Zhi Jin
2023	J	`jnl`	Automated Static Warning Identification via Path-based Semantic Representation. CoRR Yuwei Zhang, Ying Xing, Ge Li, Zhi Jin
2023	—	`conf`	Automating Extraction of Problem Diagrams from Natural Language Requirement Documents. REW Dongming Jin, Chunhui Wang, Zhi Jin
2023	A	`conf`	CODEP: Grammatical Seq2Seq Model for General-Purpose Code Generation. ISSTA Yihong Dong, Ge Li, Zhi Jin
2023	J	`jnl`	ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation. CoRR Zejun Wang, Jia Li, Ge Li, Zhi Jin
2023	J	`jnl`	CodeEditor: Learning to Edit Source Code with Pre-trained Models. ACM Trans. Softw. Eng. Methodol. Jia Li, Ge Li, Zhuo Li, Zhi Jin, Xing Hu, Kechi Zhang, Zhiyi Fu
2023	J	`jnl`	CodeScore: Evaluating Code Generation by Learning Code Execution. CoRR Yihong Dong, Jiazheng Ding, Xue Jiang, Zhuo Li, Ge Li, Zhi Jin
2023	J	`jnl`	EditSum: A Retrieve-and-Edit Framework for Source Code Summarization. CoRR Jia Allen Li, Yongmin Li, Ge Li, Xing Hu, Xin Xia, Zhi Jin
2023	J	`jnl`	Empowering Domain Experts With Formal Methods for Consistency Verification of Safety Requirements. IEEE Trans. Intell. Transp. Syst. Xiaohong Chen, Juan Zhang, Zhi Jin, Min Zhang, Tong Li, Xiang Chen, Tingliang Zhou
2023	J	`jnl`	Enabling Programming Thinking in Large Language Models Toward Code Generation. CoRR Jia Li, Ge Li, Yongmin Li, Zhi Jin
2023	J	`jnl`	Enhancing the Spatial Awareness Capability of Multi-Modal Large Language Model. CoRR Yongqiang Zhao, Zhenyu Li, Zhi Jin, Feng Zhang, Haiyan Zhao, Chengfeng Dou, Zhengwei Tao, Xinhai Xu, Donghong Liu
2023	J	`jnl`	EvEval: A Comprehensive Evaluation of Event Semantics for Large Language Models. CoRR Zhengwei Tao, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Yanlin Feng, Jia Li, Wenpeng Hu
2023	—	`ed.`	IEEE International Conference on Edge Computing and Communications, EDGE 2023, Chicago, IL, USA, July 2-8, 2023 EDGE Claudio A. Ardagna, Feras M. Awaysheh, Hongyi Bian, Carl K. Chang, Rong N. Chang, Flávia Coimbra Delicato, Nirmit Desai, Jing Fan, Geoffrey C. Fox, Andrzej Goscinski, Zhi Jin, Anna Kobusinska, Omer F. Rana
2023	—	`ed.`	IEEE International Conference on Quantum Software, QSW 2023, Chicago, IL, USA, July 2-8, 2023 QSW Shaukat Ali, Claudio Agostino Ardagna, Nimanthi L. Atukorala, Johanna Barzen, Carl K. Chang, Rong N. Chang, Jing Fan, Ismael Faro, Sebastian Feld, Geoffrey Fox, Zhi Jin, Frank Leymann, Florian Neukart, Salvador de la Puente, Manuel Wimmer
2023	—	`ed.`	IEEE International Conference on Software Services Engineering, SSE 2023, Chicago, IL, USA, July 2-8, 2023 SSE Claudio A. Ardagna, Nimanthi L. Atukorala, Carl K. Chang, Jing Fan, Geoffrey C. Fox, Sumi Helal, Zhi Jin, Qinghua Lu, Tiberiu Seceleanu, Stephen S. Yau
2023	A	`ed.`	IEEE International Conference on Web Services, ICWS 2023, Chicago, IL, USA, July 2-8, 2023 ICWS Claudio A. Ardagna, Boualem Benatallah, Hongyi Bian, Carl K. Chang, Rong N. Chang, Jing Fan, Geoffrey C. Fox, Zhi Jin, Xuanzhe Liu, Heiko Ludwig, Michael Sheng, Jian Yang
2023	—	`ed.`	IEEE John Vincent Atanasoff International Symposium on Modern Computing, JVA 2023, Chicago, IL, USA, July 5-6, 2023 JVA Shaukat Ali, Claudio A. Ardagna, Nimanthi L. Atukorala, Johanna Barzen, Carl K. Chang, Rong Chang, Jing Fan, Ismael Faro, Sebastian Feld, Geoffrey Fox, Zhi Jin, Frank Leymann, Florian Neukart, Salvador de la Puente, Manuel Wimmer
2023	A	`conf`	Implant Global and Local Hierarchy Information to Sequence based Code Representation Models. ICPC Kechi Zhang, Zhuo Li, Zhi Jin, Ge Li
2023	J	`jnl`	Implant Global and Local Hierarchy Information to Sequence based Code Representation Models. CoRR Kechi Zhang, Zhuo Li, Zhi Jin, Ge Li
2023	J	`jnl`	Improving Code Generation by Dynamic Temperature Sampling. CoRR Yuqi Zhu, Jia Li, Ge Li, Yunfei Zhao, Jia Li, Zhi Jin, Hong Mei
2023	A	`conf`	Interpretation-based Code Summarization. ICPC Mingyang Geng, Shangwen Wang, Dezun Dong, Haotian Wang, Shaomeng Cao, Kechi Zhang, Zhi Jin
2023	—	`ed.`	Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Guangzhou, China, August 16-18, 2023, Proceedings, Part I KSEM (1) Zhi Jin, Yuncheng Jiang, Robert Andrei Buchmann, Yaxin Bi, Ana-Maria Ghiran, Wenjun Ma
2023	—	`ed.`	Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Guangzhou, China, August 16-18, 2023, Proceedings, Part II KSEM (2) Zhi Jin, Yuncheng Jiang, Robert Andrei Buchmann, Yaxin Bi, Ana-Maria Ghiran, Wenjun Ma
2023	—	`ed.`	Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Guangzhou, China, August 16-18, 2023, Proceedings, Part III KSEM (3) Zhi Jin, Yuncheng Jiang, Robert Andrei Buchmann, Yaxin Bi, Ana-Maria Ghiran, Wenjun Ma
2023	—	`ed.`	Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Guangzhou, China, August 16-18, 2023, Proceedings, Part IV KSEM (4) Zhi Jin, Yuncheng Jiang, Robert Andrei Buchmann, Yaxin Bi, Ana-Maria Ghiran, Wenjun Ma
2023	J	`jnl`	Knowledge graph completion method based on quantum embedding and quaternion interaction enhancement. Inf. Sci. Linyu Li, Xuan Zhang, Zhi Jin, Chen Gao, Rui Zhu, Yuqin Liang, Yubing Ma
2023	J	`jnl`	Large Language Model-Aware In-Context Learning for Code Generation. CoRR Jia Li, Ge Li, Chongyang Tao, Jia Li, Huangzhao Zhang, Fang Liu, Zhi Jin
2023	A	`conf`	Learning Program Representations with a Tree-Structured Transformer. SANER Wenhan Wang, Kechi Zhang, Ge Li, Shangqing Liu, Anran Li, Zhi Jin, Yang Liu
2023	—	`conf`	MCodeSearcher: Multi-View Contrastive Learning for Code Search. Internetware Jia Li, Fang Liu, Jia Li, Yunfei Zhao, Ge Li, Zhi Jin
2023	J	`jnl`	Massive Shape Formation in Grid Environments. IEEE Trans Autom. Sci. Eng. Wenjie Chu, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei
2023	J	`jnl`	Neural Program Repair with Program Dependence Analysis and Effective Filter Mechanism. CoRR Yuwei Zhang, Ge Li, Zhi Jin, Ying Xing
2023	J	`jnl`	On the Significance of Category Prediction for Code-Comment Synchronization. ACM Trans. Softw. Eng. Methodol. Zhen Yang, Jacky Wai Keung, Xiao Yu, Yan Xiao, Zhi Jin, Jingyu Zhang
2023	J	`jnl`	PACE: Improving Prompt with Actor-Critic Editing for Large Language Model. CoRR Yihong Dong, Kangcheng Luo, Xue Jiang, Zhi Jin, Ge Li
2023	J	`jnl`	Plug-and-Play Medical Dialogue System. CoRR Chengfeng Dou, Zhi Jin, Wenping Jiao, Haiyan Zhao, Zhenwei Tao, Yongqiang Zhao
2023	—	`conf`	PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning. EMNLP (Findings) Chengfeng Dou, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao
2023	J	`jnl`	Privacy-preserving Resilient Consensus for Multi-agent Systems in a General Topology Structure. ACM Trans. Priv. Secur. Jian Hou, Jing Wang, Mingyue Zhang, Zhi Jin, Chunlin Wei, Zuohua Ding
2023	—	`ed.`	Proceedings of the 14th Asia-Pacific Symposium on Internetware, Internetware 2023, Hangzhou, China, August 4-6, 2023 Internetware Hong Mei, Jian Lv, Zhi Jin, Xuandong Li, Xiaohu Yang, Xin Xia
2023	J	`jnl`	SAGA: Summarization-Guided Assert Statement Generation. CoRR Yuwei Zhang, Zhi Jin, Zejun Wang, Ying Xing, Ge Li
2023	—	`conf`	SEAG: Structure-Aware Event Causality Generation. ACL (Findings) Zhengwei Tao, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Chengfeng Dou, Yongqiang Zhao, Fang Wang, Chongyang Tao
2023	J	`jnl`	STEAM: Simulating the InTeractive BEhavior of ProgrAMmers for Automatic Bug Fixing. CoRR Yuwei Zhang, Zhi Jin, Ying Xing, Ge Li
2023	—	`conf`	Self-Edit: Fault-Aware Code Editor for Code Generation. ACL (1) Kechi Zhang, Zhuo Li, Jia Li, Ge Li, Zhi Jin
2023	J	`jnl`	Self-Edit: Fault-Aware Code Editor for Code Generation. CoRR Kechi Zhang, Zhuo Li, Jia Li, Ge Li, Zhi Jin
2023	J	`jnl`	Self-collaboration Code Generation via ChatGPT. CoRR Yihong Dong, Xue Jiang, Zhi Jin, Ge Li
2023	A*	`conf`	SkCoder: A Sketch-based Approach for Automatic Code Generation. ICSE Jia Li, Yongmin Li, Ge Li, Zhi Jin, Yiyang Hao, Xing Hu
2023	J	`jnl`	SkCoder: A Sketch-based Approach for Automatic Code Generation. CoRR Jia Li, Yongmin Li, Ge Li, Zhi Jin, Yiyang Hao, Xing Hu
2023	J	`jnl`	TACO: Topics in Algorithmic COde generation dataset. CoRR Rongao Li, Jie Fu, Bo-Wen Zhang, Tao Huang, Zhihong Sun, Chen Lyu, Guang Liu, Zhi Jin, Ge Li
2023	J	`jnl`	ToolCoder: Teach Code Generation Models to use API search tools. CoRR Kechi Zhang, Ge Li, Jia Li, Zhuo Li, Zhi Jin
2023	J	`jnl`	Towards Enhancing In-Context Learning for Code Generation. CoRR Jia Li, Yunfei Zhao, Yongmin Li, Ge Li, Zhi Jin
2023	—	`conf`	UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning. ACL (1) Zhengwei Tao, Zhi Jin, Haiyan Zhao, Chengfeng Dou, Yongqiang Zhao, Tao Shen, Chongyang Tao
2023	J	`jnl`	Vision-knowledge fusion model for multi-domain medical report generation. Inf. Fusion Dexuan Xu, Huashi Zhu, Yu Huang, Zhi Jin, Weiping Ding, Hang Li, Menglong Ran
2023	J	`jnl`	WELL: Applying Bug Detectors to Bug Localization via Weakly Supervised Learning. CoRR Zhuo Li, Huangzhao Zhang, Zhi Jin, Ge Li
2023	A*	`conf`	ZC ASE Jia Li, Chongyang Tao, Zhi Jin, Fang Liu, Jia Li, Ge Li
2023	J	`jnl`	ZC3: Zero-Shot Cross-Language Code Clone Detection. CoRR Jia Li, Chongyang Tao, Zhi Jin, Fang Liu, Jia Li, Ge Li
2022	—	`conf`	A Taxonomy for Architecting Safe Autonomous Unmanned Systems. Internetware Yixing Luo, Haiyan Zhao, Zhi Jin
2022	J	`jnl`	A Tree-structured Transformer for Program Representation Learning. CoRR Wenhan Wang, Kechi Zhang, Ge Li, Shangqing Liu, Zhi Jin, Yang Liu
2022	J	`jnl`	A unified multi-task learning model for AST-level and token-level code completion. Empir. Softw. Eng. Fang Liu, Ge Li, Bolin Wei, Xin Xia, Zhiyi Fu, Zhi Jin
2022	—	`conf`	An RE'22 Workshop on Environment-Driven Requirements Engineering (EnviRE'22). RE Workshops Zhi Jin, Nan Niu, Yijun Yu
2022	J	`jnl`	Antecedent Predictions Are Dominant for Tree-Based Code Generation. CoRR Yihong Dong, Ge Li, Zhi Jin
2022	—	`conf`	Automated Inconsistency Analysis of Real-Time Requirements: A Domain Expert Friendly Approach. HPCC/DSS/SmartCity/DependSys Shaobin Liu, Xiaohong Chen, Zhi Jin, Min Zhang
2022	J	`jnl`	CODEP: Grammatical Seq2Seq Model for General-Purpose Code Generation. CoRR Yihong Dong, Ge Li, Zhi Jin
2022	J	`jnl`	CodeEditor: Learning to Edit Source Code with Pre-trained Models. CoRR Jia Li, Ge Li, Zhuo Li, Zhi Jin, Xing Hu, Kechi Zhang, Zhiyi Fu
2022	J	`jnl`	Fine-Grained Scene Graph Generation with Overlap Region and Geometrical Center. Comput. Graph. Forum Yongqiang Zhao, Zhi Jin, Haiyan Zhao, F. Zhang, Z. W. Tao, Chengfeng Dou, Xinhai Xu, Donghong Liu
2022	A*	`conf`	Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively. NeurIPS Haojie Zhang, Ge Li, Jia Li, Zhongjin Zhang, Yuqi Zhu, Zhi Jin
2022	J	`jnl`	Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively. CoRR Haojie Zhang, Ge Li, Jia Li, Zhongjin Zhang, Yuqi Zhu, Zhi Jin
2022	J	`jnl`	Formally verifying consistency of sequence diagrams for safety critical systems. Sci. Comput. Program. Xiaohong Chen, Qianqian Liu, Frédéric Mallet, Qin Li, Shubin Cai, Zhi Jin
2022	C	`conf`	Goal-oriented Knowledge Reuse via Curriculum Evolution for Reinforcement Learning-based Adaptation. APSEC Jialong Li, Mingyue Zhang, Zhenyu Mao, Haiyan Zhao, Zhi Jin, Shinichi Honiden, Kenji Tei
2022	A	`conf`	Hierarchical Assessment of Safety Requirements for Configurations of Autonomous Driving Systems. RE Yixing Luo, Xiao-Yi Zhang, Paolo Arcaini, Zhi Jin, Haiyan Zhao, Linjuan Zhang, Fuyuki Ishikawa
2022	J	`jnl`	IoTranx: Transactions for Safer Smart Spaces. ACM Trans. Cyber Phys. Syst. Chao Chen, Abdelsalam (Sumi) Helal, Zhi Jin, Mingyue Zhang, Choonhwa Lee
2022	A*	`conf`	Learning to Recommend Method Names with Global Context. ICSE Fang Liu, Ge Li, Zhiyi Fu, Shuai Lu, Yiyang Hao, Zhi Jin
2022	J	`jnl`	Learning to Recommend Method Names with Global Context. CoRR Fang Liu, Ge Li, Zhiyi Fu, Shuai Lu, Yiyang Hao, Zhi Jin
2022	A	`conf`	Learning to represent programs with heterogeneous graphs. ICPC Kechi Zhang, Wenhan Wang, Huangzhao Zhang, Ge Li, Zhi Jin
2022	J	`jnl`	Massive self-organized shape formation in grid environments. Sci. China Inf. Sci. Wenjie Chu, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei
2022	J	`jnl`	Non-autoregressive Model for Full-line Code Completion. CoRR Fang Liu, Zhiyi Fu, Ge Li, Zhi Jin, Hui Liu, Yiyang Hao
2022	J	`jnl`	Online adaptation for autonomous unmanned systems driven by requirements satisfaction model. Softw. Syst. Model. Yixing Luo, Yuan Zhou, Haiyan Zhao, Zhi Jin, Tianwei Zhang, Yang Liu, Danny Barthaud, Yijun Yu
2022	J	`jnl`	Poison Attack and Defense on Deep Source Code Processing Models. CoRR Jia Li, Zhuo Li, Huangzhao Zhang, Ge Li, Zhi Jin, Xing Hu, Xin Xia
2022	J	`jnl`	Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks. J. Syst. Softw. Zhehao Zhao, Bo Yang, Ge Li, Huai Liu, Zhi Jin
2022	A	`conf`	Resilient Mechanism Against Byzantine Failure for Distributed Deep Reinforcement Learning. ISSRE Mingyue Zhang, Zhi Jin, Jian Hou, Renwei Luo
2022	A*	`conf`	Rethinking Positional Encoding in Tree Transformer for Code Representation. EMNLP Han Peng, Ge Li, Yunfei Zhao, Zhi Jin
2022	A	`conf`	SK2: Integrating Implicit Sentiment Knowledge and Explicit Syntax Knowledge for Aspect-Based Sentiment Analysis. CIKM Jia Li, Yuyuan Zhao, Zhi Jin, Ge Li, Tao Shen, Zhengwei Tao, Chongyang Tao
2022	—	`conf`	Targeting requirements violations of autonomous driving systems by dynamic evolutionary search (HOP at GECCO'22). GECCO Companion Yixing Luo, Xiao-Yi Zhang, Paolo Arcaini, Zhi Jin, Haiyan Zhao, Fuyuki Ishikawa, Rongxin Wu, Tao Xie
2022	J	`jnl`	Testing software's changing features with environment-driven abstraction identification. Requir. Eng. Zedong Peng, Prachi Rathod, Nan Niu, Tanmay Bhowmik, Hui Liu, Lin Shi, Zhi Jin
2022	J	`jnl`	Towards Robustness of Deep Program Processing Models - Detection, Estimation, and Enhancement. ACM Trans. Softw. Eng. Methodol. Huangzhao Zhang, Zhiyi Fu, Ge Li, Lei Ma, Zhehao Zhao, Hua'an Yang, Yizhe Sun, Yang Liu, Zhi Jin
2022	J	`jnl`	Turnover of Companies in OpenStack: Prevalence and Rationale. ACM Trans. Softw. Eng. Methodol. Yuxia Zhang, Hui Liu, Xin Tan, Minghui Zhou, Zhi Jin, Jiaxin Zhu
2022	J	`jnl`	What does Transformer learn about source code? CoRR Kechi Zhang, Ge Li, Zhi Jin
2021	A	`ed.`	32nd IEEE International Symposium on Software Reliability Engineering, ISSRE 2021, Wuhan, China, October 25-28, 2021 ISSRE Zhi Jin, Xuandong Li, Jianwen Xiang, Leonardo Mariani, Ting Liu, Xiao Yu, Nahgmeh Ivaki
2021	J	`jnl`	A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems. CoRR Mingyue Zhang, Nianyu Li, Sridhar Adepu, Eunsuk Kang, Zhi Jin
2021	—	`conf`	A Meta Reinforcement Learning-based Approach for Self-Adaptive System. ACSOS Mingyue Zhang, Jialong Li, Haiyan Zhao, Kenji Tei, Shinichi Honiden, Zhi Jin
2021	J	`jnl`	A Meta Reinforcement Learning-based Approach for Self-Adaptive System. CoRR Mingyue Zhang, Jialong Li, Haiyan Zhao, Kenji Tei, Shinichi Honiden, Zhi Jin
2021	J	`jnl`	Activity Diagram Synthesis Using Labelled Graphs and the Genetic Algorithm. J. Comput. Sci. Technol. Chun-Hui Wang, Zhi Jin, Wei Zhang, Didar Zowghi, Hai-Yan Zhao, Wenpin Jiao
2021	—	`conf`	An RE'21 Workshop on Environment-Driven Requirements Engineering (EnviRE'21). RE Workshops Zhi Jin, Nan Niu, Yijun Yu
2021	J	`jnl`	Approach to Generating TAP Rules in IoT Systems Based on Enviro nment Modeling. Int. J. Softw. Informatics Bian Han, Xiaohong Chen, Zhi Jin, Min Zhang
2021	J	`jnl`	Companies' Participation in OSS Development-An Empirical Study of OpenStack. IEEE Trans. Software Eng. Yuxia Zhang, Minghui Zhou, Audris Mockus, Zhi Jin
2021	A	`conf`	Cross-language Code Coupling Detection: A Preliminary Study on Android Applications. ICSME Bo Shen, Wei Zhang, Ailun Yu, Zhao Wei, Guangtai Liang, Haiyan Zhao, Zhi Jin
2021	A*	`conf`	EditSum: A Retrieve-and-Edit Framework for Source Code Summarization. ASE Jia Li, Yongmin Li, Ge Li, Xing Hu, Xin Xia, Zhi Jin
2021	A	`conf`	Environment-Driven Abstraction Identification for Requirements-Based Testing. RE Zedong Peng, Prachi Rathod, Nan Niu, Tanmay Bhowmik, Hui Liu, Lin Shi, Zhi Jin
2021	A	`conf`	Fast Adaptation to External Agents via Meta Imitation Counterfactual Regret Advantage. AAMAS Mingyue Zhang, Zhi Jin, Yang Xu, Zehan Shen, Kun Liu, Keyu Pan
2021	—	`conf`	Hey! Preparing Humans to do Tasks in Self-adaptive Systems. SEAMS@ICSE Nianyu Li, Javier Cámara, David Garlan, Bradley R. Schmerl, Zhi Jin
2021	A*	`conf`	Integrating Tree Path in Transformer for Code Representation. NeurIPS Han Peng, Ge Li, Wenhan Wang, Yunfei Zhao, Zhi Jin
2021	—	`ed.`	Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction - 6th China Conference, CCKS 2021, Guangzhou, China, November 4-7, 2021, Proceedings CCKS Bing Qin, Zhi Jin, Haofen Wang, Jeff Z. Pan, Yongbin Liu, Bo An
2021	J	`jnl`	Massive Self-Assembly in Grid Environments. CoRR Wenjie Chu, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei
2021	J	`jnl`	Modular Tree Network for Source Code Representation Learning. CoRR Wenhan Wang, Ge Li, Sijie Shen, Xin Xia, Zhi Jin
2021	J	`jnl`	Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks. CoRR Zhehao Zhao, Bo Yang, Ge Li, Huai Liu, Zhi Jin
2021	A	`conf`	Smart3E: Enabling End Users to Express Their Needs for Smart Homes. RE Bian Han, Xiaohong Chen, Zhi Jin, Lin Liu
2021	—	`conf`	SmartCommit: a graph-based interactive assistant for activity-oriented commits. ESEC/SIGSOFT FSE Bo Shen, Wei Zhang, Christian Kästner, Haiyan Zhao, Zhao Wei, Guangtai Liang, Zhi Jin
2021	A*	`conf`	SoManyConflicts: Resolve Many Merge Conflicts Interactively and Systematically. ASE Bo Shen, Wei Zhang, Ailun Yu, Yifan Shi, Haiyan Zhao, Zhi Jin
2021	A	`conf`	Software Services Engineering Manifesto - A Cross-Cutting Declaration. ICWS Carl K. Chang, Paolo Ceravolo, Rong N. Chang, Sumi Helal, Zhi Jin, Xuanzhe Liu, Ming Hua
2021	A*	`conf`	Targeting Requirements Violations of Autonomous Driving Systems by Dynamic Evolutionary Search. ASE Yixing Luo, Xiao-Yi Zhang, Paolo Arcaini, Zhi Jin, Haiyan Zhao, Fuyuki Ishikawa, Rongxin Wu, Tao Xie
2020	A	`conf`	A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning. ICPC Fang Liu, Ge Li, Bolin Wei, Xin Xia, Zhiyi Fu, Zhi Jin
2020	B	`conf`	Adaptive Data Sharing and Computation Offloading in Cloud-Edge Computing with Resource Constraints. SMC Wenjie Chu, Haiyan Zhao, Zhi Jin, Zhenjiang Hu
2020	J	`jnl`	Deep code comment generation with hybrid lexical and syntactical information. Empir. Softw. Eng. Xing Hu, Ge Li, Xin Xia, David Lo, Zhi Jin
2020	A	`conf`	Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree. SANER Wenhan Wang, Ge Li, Bo Ma, Xin Xia, Zhi Jin
2020	J	`jnl`	Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree. CoRR Wenhan Wang, Ge Li, Bo Ma, Xin Xia, Zhi Jin
2020	J	`jnl`	Early Validation of Cyber-Physical Space Systems via Multi-Concerns Integration. CoRR Nianyu Li, Christos Tsigkanos, Zhi Jin, Zhenjiang Hu, Carlo Ghezzi
2020	J	`jnl`	Early validation of cyber-physical space systems via multi-concerns integration. J. Syst. Softw. Nianyu Li, Christos Tsigkanos, Zhi Jin, Zhenjiang Hu, Carlo Ghezzi
2020	J	`jnl`	Empirical study of Data Completeness in Electronic Health Records in China. Pac. Asia J. Assoc. Inf. Syst. Caihua Liu, Didar Zowghi, Amir Talaei-Khoei, Zhi Jin
2020	A*	`conf`	Generating Adversarial Examples for Holding Robustness of Source Code Processing Models. AAAI Huangzhao Zhang, Zhuo Li, Ge Li, Lei Ma, Yang Liu, Zhi Jin
2020	A*	`conf`	How do companies collaborate in open source ecosystems?: an empirical study of OpenStack. ICSE Yuxia Zhang, Minghui Zhou, Klaas-Jan Stol, Jianyu Wu, Zhi Jin
2020	J	`jnl`	Learning to Represent Programs with Heterogeneous Graphs. CoRR Wenhan Wang, Kechi Zhang, Ge Li, Zhi Jin
2020	J	`jnl`	Modeling Programs Hierarchically with Stack-Augmented LSTM. CoRR Fang Liu, Lu Zhang, Zhi Jin
2020	J	`jnl`	Modeling programs hierarchically with stack-augmented LSTM. J. Syst. Softw. Fang Liu, Lu Zhang, Zhi Jin
2020	J	`jnl`	Modular Tree Network for Source Code Representation Learning. ACM Trans. Softw. Eng. Methodol. Wenhan Wang, Ge Li, Sijie Shen, Xin Xia, Zhi Jin
2020	A*	`conf`	Multi-task Learning based Pre-trained Language Model for Code Completion. ASE Fang Liu, Ge Li, Yunfei Zhao, Zhi Jin
2020	J	`jnl`	Multi-task Learning based Pre-trained Language Model for Code Completion. CoRR Fang Liu, Ge Li, Yunfei Zhao, Zhi Jin
2020	J	`jnl`	Preface. J. Comput. Sci. Technol. Tao Xie, Zhi Jin, Xuandong Li, Gang Huang, Hausi A. Müller, Jun Pang, Lijun Zhang
2020	A*	`conf`	Privacy-Aware UAV Flights through Self-Configuring Motion Planning. ICRA Yixing Luo, Yijun Yu, Zhi Jin, Yao Li, Zuohua Ding, Yuan Zhou, Yang Liu
2020	A*	`conf`	Retrieve and Refine: Exemplar-based Neural Comment Generation. ASE Bolin Wei, Yongmin Li, Ge Li, Xin Xia, Zhi Jin
2020	J	`jnl`	Retrieve and Refine: Exemplar-based Neural Comment Generation. CoRR Bolin Wei, Yongmin Li, Ge Li, Xin Xia, Zhi Jin
2020	A*	`conf`	Scalable Multiple-View Analysis of Reactive Systems via Bidirectional Model Transformations. ASE Christos Tsigkanos, Nianyu Li, Zhi Jin, Zhenjiang Hu, Carlo Ghezzi
2020	J	`jnl`	Towards Full-line Code Completion with Neural Language Models. CoRR Wenhan Wang, Sijie Shen, Ge Li, Zhi Jin
2020	J	`jnl`	Towards a fictional collective programming scenario: an approach based on the EIF loop. Empir. Softw. Eng. Chunhui Wang, Wei Zhang, Haiyan Zhao, Zhi Jin
2019	A	`conf`	Automating Consistency Verification of Safety Requirements for Railway Interlocking Systems. RE Xiaohong Chen, Zhiwei Zhong, Zhi Jin, Min Zhang, Tong Li, Xiang Chen, Tingliang Zhou
2019	—	`ch.`	Bidirectional Transformations for Self-Adaptive Systems. Engineering Adaptive Software Systems Lionel Montrieux, Naoyasu Ubayashi, Tianqi Zhao, Zhi Jin, Zhenjiang Hu
2019	A*	`conf`	Code Generation as a Dual Task of Code Summarization. NeurIPS Bolin Wei, Ge Li, Xin Xia, Zhiyi Fu, Zhi Jin
2019	J	`jnl`	Code Generation as a Dual Task of Code Summarization. CoRR Bolin Wei, Ge Li, Xin Xia, Zhiyi Fu, Zhi Jin
2019	—	`conf`	Deep-AutoCoder: Learning to Complete Code Precisely with Induced Code Tokens. COMPSAC (1) Xing Hu, Rui Men, Ge Li, Zhi Jin
2019	A	`conf`	Environment-Centric Safety Requirements for Autonomous Unmanned Systems. RE Yixing Luo, Yijun Yu, Zhi Jin, Haiyan Zhao
2019	J	`jnl`	IntelliMerge: a refactoring-aware software merging technique. Proc. ACM Program. Lang. Bo Shen, Wei Zhang, Haiyan Zhao, Guangtai Liang, Zhi Jin, Qianxiang Wang
2019	—	`conf`	Modelling and analysing resilient cyber-physical systems. SEAMS@ICSE Amel Bennaceur, Carlo Ghezzi, Kenji Tei, Timo Kehrer, Danny Weyns, Radu Calinescu, Schahram Dustdar, Zhenjiang Hu, Shinichi Honiden, Fuyuki Ishikawa, Zhi Jin, Jeffrey Kramer, Marin Litoiu, Michele Loreti, Gabriel A. Moreno, Hausi A. Müller, Laura Nenzi, Bashar Nuseibeh, Liliana Pasquale, Wolfgang Reisig, Heinz Schmidt, Christos Tsigkanos, Haiyan Zhao
2019	A*	`conf`	POET: Privacy on the Edge with Bidirectional Data Transformations. PerCom Nianyu Li, Christos Tsigkanos, Zhi Jin, Schahram Dustdar, Zhenjiang Hu, Carlo Ghezzi
2019	J	`jnl`	Preface. J. Comput. Sci. Technol. Tao Xie, Jun Wei, Chang Xu, Zhi Jin, Xiaoxing Ma
2019	A	`conf`	RE4CPS: Requirements Engineering for Cyber-Physical Systems. RE Zhi Jin, Xiaohong Chen, Zhi Li, Yijun Yu
2019	J	`jnl`	Toward Better Summarizing Bug Reports With Crowdsourcing Elicited Attributes. IEEE Trans. Reliab. He Jiang, Xiaochen Li, Zhilei Ren, Jifeng Xuan, Zhi Jin
2019	Misc	`conf`	Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation. ICASSP Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li, Zhi Jin
2018	—	`conf`	Companies' domination in FLOSS development: an empirical study of OpenStack. ICSE (Companion Volume) Yuxia Zhang, Xin Tan, Minghui Zhou, Zhi Jin
2018	A	`conf`	Deep code comment generation. ICPC Xing Hu, Ge Li, Xin Xia, David Lo, Zhi Jin
2018	—	`conf`	Model Checking the Uncertainties in Software Systems Introduced by Intelligent Components. ISSRE Workshops Zuohua Ding, Wenjie Jiang, Mingyue Jiang, Zhi Jin, He Jiang
2018	—	`conf`	On early statistical requirements validation of cyber-physical space systems. SEsCPS@ICSE Christos Tsigkanos, Nianyu Li, Zhi Jin, Zhenjiang Hu, Carlo Ghezzi
2018	J	`jnl`	Simplifying the Formal Verification of Safety Requirements in Zone Controllers Through Problem Frames and Constraint-Based Projection. IEEE Trans. Intell. Transp. Syst. Zhengheng Yuan, Xiaohong Chen, Jing Liu, Yijun Yu, Haiying Sun, Tingliang Zhou, Zhi Jin
2018	J	`jnl`	Solving Pictorial Jigsaw Puzzle by Stigmergy-inspired Internet-based Human Collective Intelligence. CoRR Bo Shen, Wei Zhang, Haiyan Zhao, Zhi Jin, Yanhong Wu
2018	A*	`conf`	Summarizing Source Code with Transferred API Knowledge. IJCAI Xing Hu, Ge Li, Xin Xia, David Lo, Shuai Lu, Zhi Jin
2018	J	`jnl`	Towards Better Summarizing Bug Reports with Crowdsourcing Elicited Attributes. CoRR He Jiang, Xiaochen Li, Zhilei Ren, Jifeng Xuan, Zhi Jin
2018	A*	`conf`	Towards Neural Speaker Modeling in Multi-Party Conversation: The Task, Dataset, and Models. AAAI Zhao Meng, Lili Mou, Zhi Jin
2018	B	`conf`	Towards Neural Speaker Modeling in Multi-Party Conversation: The Task, Dataset, and Models. LREC Zhao Meng, Lili Mou, Zhi Jin
2018	—	`book`	Tree-Based Convolutional Neural Networks - Principles and Applications Lili Mou, Zhi Jin
2017	—	`conf`	A Reinforcement Learning-Based Framework for the Generation and Evolution of Adaptation Rules. ICAC Tianqi Zhao, Wei Zhang, Haiyan Zhao, Zhi Jin
2017	—	`conf`	Coupling Distributed and Symbolic Execution for Natural Language Queries. ICLR (Workshop) Lili Mou, Zhengdong Lu, Hang Li, Zhi Jin
2017	A*	`conf`	Coupling Distributed and Symbolic Execution for Natural Language Queries. ICML Lili Mou, Zhengdong Lu, Hang Li, Zhi Jin
2017	—	`conf`	Eliciting Activity Requirements from Crowd Using Genetic Algorithm. APRES Chunhui Wang, Wei Zhang, Haiyan Zhao, Zhi Jin
2017	A	`conf`	Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection. CIKM Zhao Meng, Lili Mou, Zhi Jin
2017	J	`jnl`	Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection. CoRR Zhao Meng, Lili Mou, Zhi Jin
2017	C	`conf`	Improved Knowledge Base Completion by the Path-Augmented TransR Model. KSEM Wenhao Huang, Ge Li, Zhi Jin
2017	C	`ed.`	Knowledge Science, Engineering and Management - 10th International Conference, KSEM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings KSEM Gang Li, Yong Ge, Zili Zhang, Zhi Jin, Michael Blumenstein
2017	C	`conf`	Learning Sparse Overcomplete Word Vectors Without Intermediate Dense Representations. KSEM Yunchuan Chen, Ge Li, Zhi Jin
2017	J	`jnl`	Learning high-dimensional multimedia data. Multim. Syst. Xiaofeng Zhu, Zhi Jin, Rongrong Ji
2017	C	`conf`	Learning to Infer API Mappings from API Documents. KSEM Yangyang Lu, Ge Li, Zelong Zhao, Linfeng Wen, Zhi Jin
2017	—	`ed.`	Proceedings of the 9th Asia-Pacific Symposium on Internetware, Internetware 2017, Shanghai, China, September 23 - 23, 2017 Internetware Hong Mei, Jian Lyu, Zhi Jin, Wenyun Zhao
2017	J	`jnl`	Requirements-Driven Dynamic Adaptation to Mitigate Runtime Uncertainties for Self-Adaptive Systems. CoRR Zhuoqun Yang, Wei Zhang, Haiyan Zhao, Zhi Jin
2017	J	`jnl`	Towards Neural Speaker Modeling in Multi-Party Conversation: The Task, Dataset, and Models. CoRR Zhao Meng, Lili Mou, Zhi Jin
2017	C	`conf`	Transforming Timing Requirements into CCSL Constraints to Verify Cyber-Physical Systems. ICFEM Xiaohong Chen, Ling Yin, Yijun Yu, Zhi Jin
2017	J	`jnl`	Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation. CoRR Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li, Zhi Jin
2016	J	`jnl`	Capturing Requirements from Expected Interactions Between Software and Its Interactive Environment: An Ontology Based Approach. Int. J. Softw. Eng. Knowl. Eng. Xiaohong Chen, Zhi Jin
2016	—	`conf`	Compressing Neural Language Models by Sparse Word Representations. ACL (1) Yunchuan Chen, Lili Mou, Yan Xu, Ge Li, Zhi Jin
2016	J	`jnl`	Compressing Neural Language Models by Sparse Word Representations. CoRR Yunchuan Chen, Lili Mou, Yan Xu, Ge Li, Zhi Jin
2016	C	`conf`	Context-Aware Tree-Based Convolutional Neural Networks for Natural Language Inference. KSEM Zhao Meng, Lili Mou, Ge Li, Zhi Jin
2016	A*	`conf`	Convolutional Neural Networks over Tree Structures for Programming Language Processing. AAAI Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin
2016	J	`jnl`	Coupling Distributed and Symbolic Execution for Natural Language Queries. CoRR Lili Mou, Zhengdong Lu, Hang Li, Zhi Jin
2016	A	`conf`	Distilling Word Embeddings: An Encoding Approach. CIKM Lili Mou, Ran Jia, Yan Xu, Ge Li, Lu Zhang, Zhi Jin
2016	A*	`conf`	How Transferable are Neural Networks in NLP Applications? EMNLP Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
2016	J	`jnl`	How Transferable are Neural Networks in NLP Applications? CoRR Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
2016	J	`jnl`	Improved Knowledge Base Completion by Path-Augmented TransR Model. CoRR Wenhao Huang, Ge Li, Zhi Jin
2016	J	`jnl`	Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation. CoRR Yan Xu, Ran Jia, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin
2016	B	`conf`	Improved relation classification by deep recurrent neural networks with data augmentation. COLING Yan Xu, Ran Jia, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin
2016	C	`conf`	Integrating Goal Model into Rule-Based Adaptation. APSEC Tianqi Zhao, Tao Zan, Haiyan Zhao, Zhenjiang Hu, Zhi Jin
2016	C	`conf`	Learning Embeddings of API Tokens to Facilitate Deep Learning Based Program Processing. KSEM Yangyang Lu, Ge Li, Rui Miao, Zhi Jin
2016	J	`jnl`	Lightweight semantic service modelling for IoT: an environment-based approach. Int. J. Embed. Syst. Qiang Wei, Zhi Jin, Lixing Li, Ge Li
2016	—	`conf`	Natural Language Inference by Tree-Based Convolution and Heuristic Matching. ACL (2) Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan, Zhi Jin
2016	J	`jnl`	Petri net based test case generation for evolved specification. Sci. China Inf. Sci. Zuohua Ding, Mingyue Jiang, Haibo Chen, Zhi Jin, MengChu Zhou
2016	J	`jnl`	Preface. Sci. China Inf. Sci. Zhi Jin, Zhenjiang Hu, Gang Yin
2016	—	`ed.`	Proceedings of the 8th Asia-Pacific Symposium on Internetware, Internetware 2016, Beijing, China, September 18, 2016 Internetware Hong Mei, Jian Lv, Zhi Jin, Xuandong Li
2016	B	`conf`	Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation. COLING Lili Mou, Yiping Song, Rui Yan, Ge Li, Lu Zhang, Zhi Jin
2016	J	`jnl`	Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation. CoRR Lili Mou, Yiping Song, Rui Yan, Ge Li, Lu Zhang, Zhi Jin
2015	A*	`conf`	A Comparative Study on Regularization Strategies for Embedding-based Neural Networks. EMNLP Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin
2015	J	`jnl`	A Comparative Study on Regularization Strategies for Embedding-based Neural Networks. CoRR Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin
2015	—	`conf`	A Feature-Driven Approach to Automated Class Diagram Construction. Internetware Wenjing Yu, Haiyan Zhao, Wei Zhang, Zhi Jin
2015	J	`jnl`	Backbone Language Modeling for Constrained Natural Language Generation. CoRR Lili Mou, Rui Yan, Ge Li, Lu Zhang, Zhi Jin
2015	C	`conf`	Building Program Vector Representations for Deep Learning. KSEM Hao Peng, Lili Mou, Ge Li, Yuxuan Liu, Lu Zhang, Zhi Jin
2015	J	`jnl`	Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path. CoRR Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin
2015	A*	`conf`	Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths. EMNLP Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin
2015	—	`conf`	DelayDroid: Reducing Tail-Time Energy by Refactoring Android Apps. Internetware Huaqian Cai, Ying Zhang, Zhi Jin, Xuanzhe Liu, Gang Huang
2015	A*	`conf`	Discriminative Neural Sentence Modeling by Tree-Based Convolution. EMNLP Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
2015	J	`jnl`	Distilling Word Embeddings: An Encoding Approach. CoRR Lili Mou, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
2015	—	`conf`	Goal model driven alternative selection: a quantitative approach. MoDRE Tianqi Zhao, Haiyan Zhao, Wei Zhang, Zhi Jin
2015	J	`jnl`	On End-to-End Program Generation from User Intention by Deep Neural Networks. CoRR Lili Mou, Rui Men, Ge Li, Lu Zhang, Zhi Jin
2015	J	`jnl`	Recognizing Entailment and Contradiction by Tree-based Convolution. CoRR Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan, Zhi Jin
2015	J	`jnl`	Stigmergy-Based Construction of Internetware Artifacts. IEEE Softw. Wei Zhang, Haiyan Zhao, Yi Jiang, Zhi Jin
2015	J	`jnl`	Tree-based Convolution: A New Neural Architecture for Sentence Modeling. CoRR Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang, Zhi Jin
2015	J	`jnl`	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). 计算机科学 Yi Jiang, Wei Zhang, Haiyan Zhao, Zhi Jin
2014	B	`conf`	A Systematic Literature Review of Requirements Modeling and Analysis for Self-adaptive Systems. REFSQ Zhuoqun Yang, Zhi Li, Zhi Jin, Yunchuan Chen
2014	J	`jnl`	Building Program Vector Representations for Deep Learning. CoRR Lili Mou, Ge Li, Yuxuan Liu, Hao Peng, Zhi Jin, Yan Xu, Lu Zhang
2014	J	`jnl`	Eliciting dependability requirements: a control cases based approach. Sci. China Inf. Sci. Chun Liu, Yue Wang, Wei Zhang, Zhi Jin
2014	J	`jnl`	Guest Editors' Introduction. Int. J. Softw. Eng. Knowl. Eng. Zili Zhang, Zhi Jin
2014	J	`jnl`	Implementation decision making for internetware driven by quality requirements. Sci. China Inf. Sci. Bo Wei, Zhi Jin, Didar Zowghi, Bin Yin
2014	—	`ed.`	Requirements Engineering - First Asia Pacific Requirements Engineering Symposium, APRES 2014, Auckland, New Zealand, April 28-29, 2014. Proceedings APRES Didar Zowghi, Zhi Jin
2014	J	`jnl`	TBCNN: A Tree-Based Convolutional Neural Network for Programming Language Processing. CoRR Lili Mou, Ge Li, Zhi Jin, Lu Zhang, Tao Wang
2014	B	`conf`	TDL: a transformation description language from feature model to use case for automated use case derivation. SPLC Wenjing Yu, Wei Zhang, Haiyan Zhao, Zhi Jin
2014	—	`conf`	User preference based autonomic generation of self-adaptive rules. Internetware Tianqi Zhao, Haiyan Zhao, Wei Zhang, Zhi Jin
2014	C	`conf`	Verification Based on Hyponymy Hierarchical Characteristics for Web-Based Hyponymy Discovery. KSEM Lili Mou, Ge Li, Zhi Jin, Lu Zhang
2013	B	`conf`	A Knowware Based Infrastructure for Rule Based Control Systems in Smart Spaces. ICSR Yangyang Lu, Ge Li, Zhi Jin, Xueyuan Xing, Yiyang Hao
2013	—	`conf`	Analyzing Early Requirements of Cyber-physical Systems through Structure and Goal Modeling. APSEC (1) Chun Liu, Wei Zhang, Haiyan Zhao, Zhi Jin
2013	B	`conf`	Domain Hyponymy Hierarchy Discovery by Iterative Web Searching and Inferable Semantics Based Concept Selecting. COMPSAC Lili Mou, Ge Li, Zhi Jin
2013	J	`jnl`	Feature-oriented stigmergy-based collaborative requirements modeling: an exploratory approach for requirements elicitation and evolution based on web-enabled collective intelligence. Sci. China Inf. Sci. Wei Zhang, Li Yi, Haiyan Zhao, Zhi Jin
2013	B	`conf`	Finding Optimal Solution for Satisficing Non-functional Requirements via 0-1 Programming. COMPSAC Bin Yin, Zhi Jin, Wei Zhang, Haiyan Zhao, Bo Wei
2013	J	`jnl`	From inconsistency handling to non-canonical requirements management: A logical perspective. Int. J. Approx. Reason. Kedian Mu, Jun Hong, Zhi Jin, Weiru Liu
2013	A*	`conf`	MCT: a tool for commenting programs by multimedia comments. ICSE Yiyang Hao, Ge Li, Lili Mou, Lu Zhang, Zhi Jin
2013	J	`jnl`	Measuring the significance of inconsistency in the Viewpoints framework. Sci. Comput. Program. Kedian Mu, Zhi Jin, Weiru Liu, Didar Zowghi, Bo Wei
2012	J	`jnl`	A Blame-Based Approach to Generating Proposals for Handling Inconsistency in Software Requirements. Int. J. Knowl. Syst. Sci. Kedian Mu, Weiru Liu, Zhi Jin
2012	C	`conf`	A Problem Oriented Approach to Modeling Feedback Loops for Self-Adaptive Software Systems. APSEC Chun Liu, Wei Zhang, Haiyan Zhao, Zhi Jin
2012	—	`conf`	An approach for selecting implementation strategies of non-functional requirements. Internetware Bin Yin, Zhi Jin, Xiaohong Chen
2012	—	`conf`	Automated Reasoning with Goal Tree Models for Software Quality Requirements. COMPSAC Workshops Bo Wei, Zhi Jin, Didar Zowghi, Bin Yin
2012	A	`conf`	CoFM: An environment for collaborative feature modeling. RE Li Yi, Haiyan Zhao, Wei Zhang, Zhi Jin
2012	C	`conf`	Discovering Domain Concepts and Hyponymy Relations by Text Relevance Classifying Based Iterative Web Searching. APSEC Lili Mou, Ge Li, Zhi Jin, Yangyang Lu, Yiyang Hao
2012	J	`jnl`	Measuring the blame of each formula for inconsistent prioritized knowledge bases. J. Log. Comput. Kedian Mu, Weiru Liu, Zhi Jin
2012	A	`conf`	Mining binary constraints in the construction of feature models. RE Li Yi, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei
2012	A	`conf`	Modeling and Analyzing the Reliability and Cost of Service Composition in the IoT: A Probabilistic Approach. ICWS Lixing Li, Zhi Jin, Ge Li, Liwei Zheng, Qiang Wei
2011	J	`jnl`	A Syntax-based approach to measuring the degree of inconsistency for belief bases. Int. J. Approx. Reason. Kedian Mu, Weiru Liu, Zhi Jin, David A. Bell
2011	J	`jnl`	A general framework for measuring inconsistency through minimal inconsistent sets. Knowl. Inf. Syst. Kedian Mu, Weiru Liu, Zhi Jin
2011	—	`conf`	A process algebra for environment-based specification of web services. SOSE Lixing Li, Zhi Jin, Ge Li
2011	—	`conf`	Agent-Oriented Requirements Analysis from Scenarios. KES-AMSTA Lin Liu, Zhi Jin, Ruqian Lu, Hongji Yang
2011	C	`conf`	An Approach to Generating Proposals for Handling Inconsistent Software Requirements. KSEM Kedian Mu, Weiru Liu, Zhi Jin
2011	Misc	`conf`	An Automatic Reasoning Mechanism for NFR Goal Models. TASE Bo Wei, Zhi Jin, Didar Zowghi
2011	C	`conf`	An Engineerable Ontology Based Approach for Requirements Elicitation in Process Centered Problem Domain. KSEM Ge Li, Zhi Jin, Yan Xu, Yangyang Lu
2011	C	`conf`	An Ontology based Method for Building Understandable Hierarchical Classification Structure for Software Assets Browsing. SEKE Ge Li, Zhi Jin
2011	J	`jnl`	Managing Software Requirements Changes Based on Negotiation-Style Revision. J. Comput. Sci. Technol. Kedian Mu, Weiru Liu, Zhi Jin, Jun Hong, David A. Bell
2011	J	`jnl`	Missing Value Estimation for Mixed-Attribute Data Sets. IEEE Trans. Knowl. Data Eng. Xiaofeng Zhu, Shichao Zhang, Zhi Jin, Zili Zhang, Zhuoming Xu
2011	J	`jnl`	Missing data imputation by utilizing information within incomplete instances. J. Syst. Softw. Shichao Zhang, Zhi Jin, Xiaofeng Zhu
2011	C	`conf`	Modeling Timing Requirements in Problem Frames Using CCSL. APSEC Xiaohong Chen, Jing Liu, Frédéric Mallet, Zhi Jin
2011	B	`conf`	Towards a More Fundamental Explanation of Constraints in Feature Models: A Requirement-Oriented Approach. ICSR Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei
2011	A	`conf`	rΣ: Automated reasoning tool for non-functional requirement goal models. RE Bo Wei, Bin Yin, Zhi Jin, Didar Zowghi
2010	C	`conf`	A Formalism for Extending the NFR Framework to Support the Composition of the Goal Trees. APSEC Bo Wei, Zhi Jin, Lin Liu
2010	—	`conf`	A Framework for the Elicitation and Analysis of Information Technology Service Requirements and Their Alignment with Enterprise Business Goals. COMPSAC Workshops Didar Zowghi, Zhi Jin
2010	—	`conf`	A problem-driven collaborative approach to eliciting requirements of internetwares. Internetware Bo Wang, Haiyan Zhao, Wei Zhang, Zhi Jin, Hong Mei
2010	—	`conf`	CoFM: a web-based collaborative feature modeling system for internetware requirements' gathering and continual evolution. Internetware Li Yi, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei
2010	A	`conf`	Dptool: A Tool for Supporting the Problem Description and Projection. RE Xiaohong Chen, Bin Yin, Zhi Jin
2010	A	`conf`	Elicitation of Dependability Requirements: A HAZOP-based Approach. RE Chun Liu, Yue Wang, Wei Zhang, Zhi Jin
2010	J	`jnl`	Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning. J. Syst. Softw. Tao Wang, Zhenxing Qin, Zhi Jin, Shichao Zhang
2010	C	`conf`	Knowledge Merging under Multiple Attributes. KSEM Bo Wei, Zhi Jin, Didar Zowghi
2010	—	`ed.`	Proceedings of the Second Asia-Pacific Symposium on Internetware, Internetware 2010, Suzhou, China, November 3-4, 2010 Internetware Hong Mei, Jian Lv, Xuandong Li, Zhi Jin
2010	J	`jnl`	Specifying and Composing Web Services with an Environment Ontology-Based Approach. Int. J. Web Serv. Res. Puwei Wang, Zhi Jin, Lin Liu, Budan Wu
2010	J	`jnl`	Summary queries for frequent itemsets mining. J. Syst. Softw. Shichao Zhang, Zhi Jin, Jingli Lu
2010	A*	`conf`	iMashup: assisting end-user programming for the service-oriented web. ASE Xuanzhe Liu, Qi Zhao, Gang Huang, Zhi Jin, Hong Mei
2009	A	`conf`	A Use Case Based Approach to Feature Models' Construction. RE Bo Wang, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei
2009	J	`jnl`	A decremental algorithm of frequent itemset maintenance for mining updated databases. Expert Syst. Appl. Shichao Zhang, Jilian Zhang, Zhi Jin
2009	A	`conf`	AVT Vector: A Quantitative Security Requirements Evaluation Approach Based on Assets, Vulnerabilities and Trustworthiness of Environment. RE Teng Long, Lin Liu, Yijun Yu, Zhi Jin
2009	C	`conf`	Elicit the Requirements on Software Dependability: A Knowledge-Based Approach. APSEC Chun Liu, Yue Wang, Zhi Jin
2009	J	`jnl`	Handling Inconsistency In Distributed Software Requirements Specifications Based On Prioritized Merging. Fundam. Informaticae Kedian Mu, Weiru Liu, Zhi Jin, Ruqian Lu, Anbu Yue, David A. Bell
2009	J	`jnl`	Mining class-bridge rules based on rough sets. Expert Syst. Appl. Shichao Zhang, Feng Chen, Zhi Jin, Ruili Wang
2009	J	`jnl`	Mining globally interesting patterns from multiple databases using kernel estimation. Expert Syst. Appl. Shichao Zhang, Xiaofang You, Zhi Jin, Xindong Wu
2009	J	`jnl`	Missing Data Analysis: A Kernel-Based Multi-Imputation Approach. Trans. Comput. Sci. Shichao Zhang, Zhi Jin, Xiaofeng Zhu, Jilian Zhang
2009	C	`conf`	Performing Projection in Problem Frames Using Scenarios. APSEC Zhi Jin, Xiaohong Chen, Didar Zowghi
2009	J	`jnl`	Strategies for complex data cube queries. Appl. Intell. Shichao Zhang, Rifeng Wang, Zhi Jin
2008	B	`conf`	A BDD-Based Approach to Verifying Clone-Enabled Feature Models' Constraints and Customization. ICSR Wei Zhang, Hua Yan, Haiyan Zhao, Zhi Jin
2008	C	`conf`	A Measurement-Driven Process Model for Managing Inconsistent Software Requirements. APSEC Kedian Mu, Zhi Jin, Didar Zowghi
2008	J	`jnl`	A Priority-Based Negotiations Approach for Handling Inconsistencies in Multi-Perspective Software Requirements. J. Syst. Sci. Complex. Kedian Mu, Zhi Jin, Didar Zowghi
2008	—	`conf`	A Scenario-Based Problem Decomposition. ICYCS Xiaohong Chen, Zhi Jin
2008	—	`conf`	Balancing Academic and Industrial Needs in RE Courses. REET Lin Liu, Zhi Jin
2008	J	`jnl`	Building toward Capability Specifications of Web Services Based on an Environment Ontology. IEEE Trans. Knowl. Data Eng. Puwei Wang, Zhi Jin, Lin Liu, Guangjun Cai
2008	B	`conf`	NIIA: Nonparametric Iterative Imputation Algorithm. PRICAI Shichao Zhang, Zhi Jin, Xiaofeng Zhu
2008	J	`jnl`	Towards a service requirements modelling ontology based on agent knowledge and intentions. Int. J. Agent Oriented Softw. Eng. Lin Liu, Qiang Liu, Chi-Hung Chi, Zhi Jin, Eric S. K. Yu
2007	C	`conf`	A Merging-Based Approach to Handling Inconsistency in Locally Prioritized Software Requirements. KSEM Kedian Mu, Weiru Liu, Zhi Jin, Ruqian Lu, Anbu Yue, David A. Bell
2007	C	`conf`	An Ontology of Problem Frames for Guiding Problem Frame Specification. KSEM Xiaohong Chen, Zhi Jin, Lijun Yi
2007	—	`conf`	Towards Controllable Requirements Engineering Processes based on Cybernetics. COMPSAC (2) Lin Liu, Zhi Jin, Ruqian Lu
2006	A	`conf`	An Approach for Specifying Capability ofWeb Services based on Environment Ontology. ICWS Puwei Wang, Zhi Jin, Lin Liu
2006	C	`conf`	Environment Ontology-Based Capability Specification for Web Service Discovery. ICFEM Puwei Wang, Zhi Jin, Lin Liu
2006	A	`conf`	Integrating Goals and Problem Frames in Requirements Analysis. RE Lin Liu, Zhi Jin
2006	C	`conf`	On Constructing Environment Ontology for Semantic Web Services. KSEM Puwei Wang, Zhi Jin, Lin Liu
2006	—	`conf`	Towards A Service Requirements Ontology on Knowledge and Intention. QSIC Lin Liu, Qiang Liu, Chi-Hung Chi, Zhi Jin, Eric S. K. Yu
2006	—	`conf`	Towards automatic problem decomposition: an ontology-based approach. IWAAPF@ICSE Zhi Jin, Lin Liu
2006	—	`conf`	Web Service Retrieval: An Approach Based on Context Ontology. COMPSAC (1) Zhi Jin, Lin Liu
2005	C	`conf`	Measuring Inconsistency in Requirements Specifications. ECSQARU Kedian Mu, Zhi Jin, Ruqian Lu, Weiru Liu
2003	J	`jnl`	An experiment for showing some kind of artificial understanding. Expert Syst. J. Knowl. Eng. Zhi Jin, David A. Bell
2003	J	`jnl`	Automated Requirements Elicitation: Combining a Model-Driven Approach with Concept Reuse. Int. J. Softw. Eng. Knowl. Eng. Zhi Jin, David A. Bell, F. George Wilkie, David G. Leahy
2003	J	`jnl`	Automatically multi-paradigm requirements modeling and analyzing: An ontology-based approach. Sci. China Ser. F Inf. Sci. Zhi Jin, Ruqian Lu, David A. Bell
2003	—	`conf`	Involving End Users in Requirements Elicitation and Goal-Oriented Analysis. Applied Informatics Zhi Jin, David A. Bell
1998	—	`conf`	OSNET - A Language for Domain Modeling. TOOLS (27) Ruqian Lu, Zhi Jin, Lin Liu, Guochuang Fan, Gang Chen, Xiaojin Xun, Sheng Wang