• Conference Papers
  • Journal Papers

Feifei Niu, Junqian Shao, Chaofan Xu, Christoph Mayr-Dorn, Wesley K. G. Assunção, LiGuo Huang, Chuanyi Li, Jidong Ge, Bin Luo.
RAT: A Refactoring-Aware Tool for Tracking Code History. accepted by ICSE 2024-Demo.

Wenkang Zhong, Chuanyi Li, Yunfei Zhang, Ziwen Ge, Jingyu Wang, Jidong Ge, Bin Luo.
An Automated and Flexible Multilingual Bug-Fix Dataset Construction System. ASE 2023. 【CCF-A】

Wenkang Zhong, Chuanyi Li, Kui Liu, Tongtong Xu, Jidong Ge, Tegawendé F. Bissyandé, Bin Luo, Vincent Ng.
Practical Program Repair via Preference-based Ensemble Strategy. accepted by ICSE 2024. 【CCF-A】

Changan Niu, Chuanyi Li, Vincent Ng, David Lo, Bin Luo.
FAIR: Flow Type-Aware Pre-Training of Compiler Intermediate Representations. accepted by ICSE 2024. 【CCF-A】

Changan Niu, Chuanyi Li, Vincent Ng, Bin Luo.
An Empirical Comparison of Pre-Trained Models of Source Code. accepted by ICSE 2023.【Preprint】 【CCF-A】

Changan Niu, Chuanyi Li, Vincent Ng, Dongxiao Chen, Jidong Ge, Bin Luo.
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models. accepted by ICSE 2023.
【Preprint】 【CCF-A】

Wenkang Zhong, Hongfei Ai, Hongliang Ge, Chuanyi Li*, Kui Liu, Jidong Ge* and Bin Luo.
StandUp4NPR: Standardizing Setup for Empirically Comparing Neural Program Repair Systems. ASE 2022: 97:1-97:13.
【Video】【CCF-A】

Xinwen Hu, Yu Guo, Jianjie Lu, Zheling Zhu, Chuanyi Li*, Jidong Ge, Liguo Huang and Bin Luo.
Lighting Up Supervised Learning in User Review-Based Code Localization: Dataset and Benchmark. ESEC/SIGSOFT FSE 2022: 533-545.【Video】【Slides】【CCF-A】

Feifei Niu, Chuanyi Li, Heng Chen, Jidong Ge and Bin Luo.
Towards Just-In-Time Feature Request Approval Prediction. Internetware 2022: 262-271.【Video】【Slides】【Link】【CCF-C】

Wenkang Zhong, Chuanyi Li, Jidong Ge and Bin Luo.
Neural Program Repair: Systems, Challenges and Solutions. Internetware 2022: 96-106.【Video】【Slides】【Preprint】【CCF-C】

Changan Niu, Chuanyi Li*, Bin Luo, Vincent Ng.
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code. IJCAI 2022: 5546-5555. 【PDF】【CCF-A】

Yi Feng, Chuanyi Li*, Vincent Ng.
Legal Judgment Prediction: A Survey of the State of the Art. IJCAI 2022: 5461-5469. 【PDF】【CCF-A】

Li Kong, Chuanyi Li*, Vincent Ng.
Deexaggeration. IJCAI 2022: 4185-4192. 【PDF】【CCF-A】

Yi Feng, Chuanyi Li*, Vincent Ng.
Legal Judgment Prediction via Event Extraction with Constraints. ACL (1) 2022: 648-664. 【Slides】【PDF】【CCF-A】

Changan Niu, Chuanyi Li*, Vincent Ng, Jidong Ge, Liguo Huang, Bin Luo.
SPT-Code: Sequence-to-Sequence Pre-Training for Learning Source Code Representations. ICSE 2022: 1-13. 【Link】【Slides】【Video】【CCF-A】

Ze Tang, Xiaoyu Shen, Chuanyi Li*, Jidong Ge, Liguo Huang, Zheling Zhu, Bin Luo.
AST-Trans: Code Summarization with Efficient Tree-Structured Attention. ICSE 2022: 150-162. 【Preprint】【Slides】【CCF-A】

Feifei Zhang,Jidong Ge*,Chifong Wong,Sheng Zhang,Chuanyi Li,Bin Luo.
Optimizing Federated Edge Learning on Non-IID Data via Neural Architecture Search. 2021 IEEE Global Communications Conference, GLOBECOM 2021.【CCF-C】

Ze Tang, Chuanyi Li*, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo.
AST-Transformer: Encoding Abstract Syntax TreesEfficiently for Code Summarization. ASE 2021.【CCF-A】

Yi Feng, Ting Wang, Chuanyi Li*, Vincent Ng, Jidong Ge, Bin Luo, Yucheng Hu and Xiaopeng Zhang.
Don't Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting. Findings of the Association for Computational Linguistics: EMNLP 2021, pp.1493–1503.【PDF】【CCF-B】

Yuxiang Liu, Jidong Ge*, Chuanyi Li, Jie Gui*.
Delving into variance transmission and normalization: Shift of average gradient makes the network collapse. AAAI Conference on Artificial Intelligence, AAAI 2021: 2216-2224.【LINK】【CCF-A】

Li Kong, Chuanyi Li*, Jidong Ge, Bin Luo, Vincent Ng.
Identifying Exaggerated Language. 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020: 7024-7034.【Data】【PDF】【CCF-B】

Feifei Niu, Chuanyi Li*, Bin Luo.
A Deep Classifier for Crowdsourcing User Requests. Modern Industrial IoT, Big Data and Supply Chain: Proceedings of the IIoTBDSC 2020.【PDF】

Chuanyi Li, Jidong Ge*, Victor Chang, Bin Luo.
Retrieving Similar Software from Large-scale Open-source Repository by Constructing Representation of Project Description. IoTBDS 2020, Prague, Czech Republic, 7-9 May, 2020.【PDF】

Yi Feng, Chuanyi Li*, Jidong Ge, Bin Luo.
Improving Statute Prediction via Mining Correlations between Statutes. ACML 2019, Nagoya, Japan, November 17-19, 2019: 710-725.【PDF】【CCF-C】

Chuanyi Li, Yu Sheng, Jidong Ge*, Bin Luo.
Apply event extraction techniques to the judicial field. UbiComp/ISWC Adjunct 2019, London, UK, September 9-13, 2019:492-497.【PDF】

Li Kong, Chuanyi Li*, Jidong Ge, Zhongjin Li, Feifei Zhang, Bin Luo.
An Efficient Heuristic Method for Repairing Event Logs Independent of Process Models. Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, IoTBDS 2019:83-93.【PDF】

Xiaoyu Liu, Liguo Huang*, Chuanyi Li, Vincent Ng.
Linking Source Code to Untangled Change Intents. the 34th IEEE International Conference on Software Maintenance and Evolution (ICSME), Madrid, Spain, September 23-29, 2018【CCF-B】

Chuanyi Li, Jingjing Ye, Jidong Ge*, Li Kong, Haiyang Hu, Bin Luo.
A Novel Convolutional Neural Network for Statutes Recommendation. The 15th Pacific Rim International Conference on Artificial Intelligence, 2018: 851-863【PDF】【CCF-C】

Li Kong, Chuanyi Li*, Jidong Ge, Yufan Yang, Feifei Zhang, Bin Luo.
Construction of Microblog-Specific Chinese Sentiment Lexicon Based on Representation Learning. The 15th Pacific Rim International Conference on Artificial Intelligence, 2018: 204-216【PDF】【CCF-C】

Yi Feng, Jidong Ge, Chuanyi Li*, Li Kong, Feifei Zhang, Bin Luo.
Statutes Recommendation Using Classification and Co-occurrence Between Statutes. PRICAI 2018: 326-334【CCF-C】

Xiaosong Zhou, Chuanyi Li*, Jidong Ge, Zhongjin Li, Xiaoyu Zhou, Bin Luo.
Automatically Classifying Chinese Judgment Documents Using Character-Level Convolutional Neural Networks. PRICAI 2018: 430-437【CCF-C】

Yuan Zhang, Chuanyi Li, Yu Sheng, Jidong Ge, Bin Luo.
Judicial Intelligent Assistant System: Extracting Events from Chinese Divorce Cases to Detect Disputes for the Judge. accepted by Expert Systems, 2023. 【CCF-C】

Zhihao Li, Chuanyi Li, Ze Tang, Wanhong Huang, Jidong Ge, Bin Luo, Vincent Ng, Ting Wang, Yucheng Hu, Xiaopeng Zhang.
PTM-APIRec: Leveraging Pre-trained Models of Source Code in API Recommendation. accepted by ACM TOSEM, 2023. 【CCF-A】

Li QY, Zhong WK, Li CY, Ge JD, Luo B.
An Empirical Study on the Data Leakage Problem in Neural Program Repair(神经程序修复领域数据泄露问题的实证研究). Ruan Jian Xue Bao/Journal of Software(软件学报), 2023.(In Chinese) 【CCF-A】

Sheng ZW, Niu FF, Li CY, Chen X, Li Q, Ge JD, Luo B.
Two-Stage Bug Location Method Combining Information Retrieval and Deep Model Features(结合信息检索和深度模型特征的软件缺陷定位方法). Ruan Jian Xue Bao/Journal of Software(软件学报), 2023.(In Chinese) 【CCF-A】

Changan Niu, Chuanyi Li, Vincent Ng, Jidong Ge, Liguo Huang, Bin Luo.
PassSum: Leveraging Paths of Abstract Syntax Trees and Self-Supervision for Code Summarization. accepted by Journal of Software: Evolution and Process, JSEP 2023.【CCF-B】

Changan Niu, Chuanyi Li, Vincent Ng, Bin Luo.
Comparing the Pre-trained Models of Source Code by Re-pre-training under a Unified Setup. accepted by IEEE Transactions on Neural Networks and Learning Systems, TNNLS 2023.【CCF-B】

Hongliang Ge, Wenkang Zhong, Chuanyi Li, Jidong Ge, Hao Hu, Bin Luo.
RobustNPR: Evaluating the robustness of Neural Program Repair Models. accepted by Journal of Software: Evolution and Process, JSEP 2023.【CCF-B】

Feifei Niu, Chuanyi Li*, Jidong Ge, Lijie Wen, Zhongjin Li, and Bin Luo.
Measuring Business Process Behavioral Similarity Based on Token Log Profile. IEEE Transactions on Services Computing, 15(6): 3344-3357 (2022).【LINK】【CCF-A】

Li Kong, Chuanyi Li*, Jidong Ge, Vincent Ng, Bin Luo.
Predicting Product Review Helpfulness – A Hybrid Method. IEEE Transactions on Services Computing, 15(4): 2213-2225 (2022).【LINK】【CCF-A】

FENG Yi, ZHOU Xiaosong, LI Chuanyi*, WANG Ting, GE Jidong, HU Yucheng, ZHANG Xiaopeng, LUO Bin.
A Multi-modal Feature Fusion Embedding Method for Similar Ad Retrieving (基于多模态特征融合嵌入的相似广告检索方法). CHINESE JOURNAL OF COMPUTERS (计算机学报), 2022, Vol.45 No.7, pp.1500-1516. 【PDF】【CCF-A】

Chuanyi Li, Jidong Ge, Kun Cheng, Bin Luo, Victor Chang.
Statute Recommendation: Re-ranking Statutes by Modeling Case-Statute Relation with Interpretable Hand-crafted Features. Information Sciences, Volume 607, August 2022, Pages 1023-1040 【PDF】【Slides】【Video】【CCF-B】

Niu FF, Li CY*, Ge JD, Luo B.
A Survey of User Feature Requests Analysis and Processing(用户特征请求分析与处理研究综述). Ruan Jian Xue Bao/Journal of Software(软件学报), 2022.(In Chinese) 【LINK】【CCF-A】

Tang Z, Li CY*, Ge JD, Luo B.
A Method of API Completing Based on Object Type(基于对象类型的API补全方法). Ruan Jian Xue Bao/Journal of Software(软件学报), 2022.(In Chinese) 【LINK】【CCF-A】

Jidong Ge, Yunyun Huang, Xiaoyu Shen, Chuanyi Li*, and Wei Hu.
Learning Fine-grained Fact-Article Correspondence in Legal Cases. IEEE/ACM Transactions on Audio, Speech and Language Processing, IEEE/ACM T-ASL 2021, 29: 3694-3706.【LINK】【CCF-B】

Niu C, Ge JD, Tang Z, Li CY*, Zhou Y, Luo B.
Automatic generation model of source code comments based on pointer-generator Network(基于指针生成网络的代码注释自动生成模型). Ruan Jian Xue Bao/Journal of Software(软件学报), 2021, 32(7): 1-25.(In Chinese)【PDF】【CCF-A】

Zhong WK, Ge JD, Chen X, Li CY*, Tang Z, Luo B.
Multi-granularity metamorphic testing for neural machine translation system(面向神经机器翻译系统的多粒度蜕变测试). Ruan Jian Xue Bao/Journal of Software(软件学报), 2021, 32(4): 1-17.(In Chinese)【PDF】【CCF-A】

CHENG Kun, LI Chuanyi*, JIA Xinxin, GE Jidong, LUO Bin.
News Summarization Extracting Method Based on ImproVed MMR Algorithm(基于改进的MMR算法的新闻文本抽取式摘要方法). Journal of Applied Sciences(应用科学学报), vol.39, issue 3, pp.443-455, 2021(in Chinese).【PDF】

Yi Feng, Chuanyi Li*, Jidong Ge, Bin Luo, Vincent Ng.
Recommending Statutes: A Portable Method Based on Neural Networks. ACM Transactions on Knowledge Discovery from Data, ACM TKDD, 15(2):1-22, March 2021.【LINK】【CCF-B】

Li Kong, Chuanyi Li*, Jidong Ge, Feifei Zhang, Yi Feng, Bin Luo.
Leveraging Multiple Features for Document Sentiment Classification. Information Sciences, vol.518, pp.39-55, 2020.【LINK】【CCF-B】

FU Guangyu, LI Chuanyi*, GE Jidong, LUO Bin.
Retrieving Reusable Software by Constructing Functional Descriptions. Journal of Applied Sciences(应用科学学报), vol.38, issue 5, pp.682-694, 2020(in Chinese).【PDF】

Chuanyi Li, Jidong Ge*, Lijie Wen, Li Kong, Victor Chang, Liguo Huang, Bin Luo.
A Novel Completeness Definition of Event Logs Corresponding Generating Algorithm. Expert Systems - The Journal of Knowledge Engineering, 37(4), 2020【PDF】【CCF-C】

Feifei Zhang, Jidong Ge*, Chifong Wong, Chuanyi Li, Xingguo Chen, Sheng Zhang, Bin Luo, He Zhang, Victor Chang.
Online learning offloading framework for heterogeneous mobile edge computing system. Journal of Parallel Distributed Computing, JPDC, 128: 167-183, 2019.【CCF-B】

Chuanyi Li, Jidong Ge*, Zhongjin Li, Liguo Huang, Hongji Yang, and Bin Luo.
Monitoring Interactions across Multi Business Processes with Token Carried Data. IEEE Transactions on Services Computing, IEEE TSC, 12(6): 941-954, 2019.【LINK】【CCF-A】

Feifei Zhang, Jidong Ge*, Zhongjin Li, Chuanyi Li, Chifong Wong, Li Kong, Bin Luo, Victor Chang.
A load-aware resource allocation and task scheduling for the emerging cloudlet system. Future Generation Computer Systems, FGCS, vol 87: 438-456, 2018.【CCF-C】

Haiyang Hu, Zhongjin Li*, Hua Hu, Jie Chen, Jidong Ge, Chuanyi Li, Victor Chang.
Multi-objective scheduling for scientific workflow in multicloud environment. Journal of Network and Computer Applications, JNCA, vol 114: 108-122, 2018.【CCF-B】

Chuanyi Li, Liguo Huang, Jidong Ge*, Bin Luo, Vincent Ng.
Automatically classifying user requests in crowdsourcing requirements engineering. Journal of Systems and Software, JSS, 138: 108-123, 2018.【PDF】【CCF-B】

Chuanyi Li, Jidong Ge*, Liguo Huang, Haiyang Hu, Budan Wu, Hao Hu, Bin Luo.
Software Cybernetics in BPM: Modeling Software Behavior as Feedback for Evolution by a Novel Discovery Method Based on Augmented Event Logs. Journal of Systems and Software, JSS, 124: 260-273, 2017.【PDF】【CCF-B】

Zhongjin Li, Jidong Ge*, Chuanyi Li, Hongji Yang, Haiyang Hu, Bin Luo, and Victor Chang.
Minimization with Job Security Guarantee in Internet Data Center. Future Generation Computer Systems, FGCS, 73: 63-78, 2017.【CCF-C】

Chuanyi Li, Jidong Ge*, Liguo Huang, Haiyang Hu, Budan Wu, Hongji Yang, Hao Hu, Bin Luo.
Process Mining with Token Carried Data. Information Sciences, 328: 558-576, 2016.【PDF】【CCF-B】

Zhou YM, Li ZJ, Ge JD*, Li CY, Zhou XY, Luo B.
Multi-Objective Workflow Scheduling Based on Delay Transmission in Mobile Cloud Computing. Journal of Software(软件学报), 2018, 29(11): 3306-3325(in Chinese).【CCF-A】

LI Chuan-Yi, GE Ji-Dong*, HU Hai-Yang, HU Hao, LUO Bin.
Method for Conformance Checking Based on Token Log. Ruan Jian Xue Bao/ Journal of Software(软件学报), 2015, 26(3):509-532(in Chinese).【CCF-A】

Patent

·    Chuanyi Li, Feifei Niu, Bin Luo.
A process model similarity measuring method based on token log. Application Number: 202110045604.8(in Chinese)

·    Chuanyi Li, Shengyu Zhang, Bin Luo.
An active learning based user request annotating process management method. Application Number: 202110045602.9(in Chinese)

·    Chuanyi Li, Kun Cheng, Bin Luo.
A framework for managing natural language text processing and analyzing tasks based on business process management techniques. Application Number: 202110045641.9(in Chinese)

·    Chuanyi Li, Gaolong Ge, Bin Luo.
A Modeling and Construction Method for Cross-organization Business Process Interaction. Application Number: 202110045605.2(in Chinese)

·    Chuanyi Li, Jidong Ge, Zhongyue Li, Yi Feng, Xiaoyu Zhou, Bin Luo.
A novel method for calculating Statute-Fact relation based on multi-level knowledge gates. Application Number: 201911003330.5(in Chinese)

·    Chuanyi Li, Jidong Ge, Feifei Niu, Xiaoyu Zhou, Bin Luo.
A crowdsourcing requirements management and analysis framework for software artifacts reuse. Application Number: 201911048873.9(in Chinese)

·    Chuanyi Li, Jidong Ge, Wentao Zou, Xiaoyu Zhou, Bin Luo.
A process activity predictor based on CRT and LSTM. Application Number: 201911048981.6(in Chinese)

·    Chuanyi Li, Jidong Ge, Yiyang Zhao, Xiaoyu Zhou, Bin Luo.
A sentencing prediction method based on deep learning. Application Number: 201911049086.6(in Chinese)

·    Chuanyi Li, Jidong Ge, Yi Feng, Yunyun Huang, Xiaosong Zhou, Xiaoyu Zhou, Bin Luo.
A Portable Framework for Statute Recommendation. Application Number: 201911009434.7(in Chinese)

·    Chuanyi Li, Jidong Ge, Yi Feng, Li Kong, Xiaosong Zhou, Xiaoyu Zhou, Bin Luo.
An Approach for Statute Recommendation Based on a Novel Joint Deep Learning Model. Application Number: 201911009433.2(in Chinese)

·    Chuanyi Li, Jidong Ge, Li Kong, Yi Feng, Xiaoyu Zhou, Bin Luo.
An Approach for Document Sentiment Classification Based on Deep Learning and Hybrid Text Features. Application Number: 201911003328.8(in Chinese)

·    Chuanyi Li, Jidong Ge, Hongbo Qiao, Bin Luo.
An Efficient Word Segmentation Method for Domain Specific Big Text Data. Application Number: 201811143681.1(in Chinese)