News
- 🔊 2024-09, Our CodeAgent is accepted by EMNLP'24 main track
- 🔊 2024-08, Our DataRecipe is accepted by ASE'24 main track
- 🔊 2024-08, Our BugRMSys is accepted by ASE'24 journal first
- 🔊 2024-07, Keynote of CodeAgent @NLPAICS, Lancaster
- 🔊 2024-07, Our HedgeCode is accepted by ICSE'25
- 🔊 2024-04, Our TSED is accepted by ARR2024 (ACL'24) Feb
- 🔊 2024-02, Our VisLingInstruct is accepted by NAACL'24
- 🔊 2024-02, CodeAgent invited as the project shown in PartnerShip Day of Snt
- 🔊 2024-02, CodeAgent is invited to give a global talk @ SAP group
- 🔊 2024-02, CodeAgent's test website is available
- 🔊 2024-02, CodeAgent is released on Arxiv
- 🔊 2024-02, two supervised papers accepted by ICLR'24 tiny track
- 🔊 2024-02, one paper accepted by ICLR'24 tiny track
- 🔊 2024-01, one paper accepted by ICSE'24 Poster
- 🔊 2023-12, one paper accepted by ICSE'24 SEIP
- 🔊 2023-07, one paper accepted by ASE'23
Selected Publications (* Corresponding Author.)
| EMNLP'24 |
CodeAgent: Autonomous Communicative Agents for Code Review [pdf]
Xunzhu Tang *, Kisub Kim, Yewei Song, Cedric Lothritz, Bei Li, Saad Ezzini, Haoye Tian*, Jacques Klein, Tegawendé F. Bissyande.
Accepted by EMNLP'24 main paperi
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| ASE'24 |
DataRecipe — How to Cook the Data for CodeLLM? [pdf] [bib]
Kisub Kim, Jounghoon Kim, Byeongjo Park, Dongsun Kim, Chun Yong Chong, Yuan Wang, Tiezhu Sun, Xunzhu Tang, Jacques Klein, Tegawendé F Bissyandé.
Accepted by ASE, 2024.
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| ASE'24-JF |
App Review Driven Collaborative Bug Finding [pdf] [bib]
Xunzhu Tang, Haoye Tian *, Pingfan Kong, Saad Ezzini, Kui Liu, Xin Xia, Jacques Klein, Tegawendé F Bissyandé.
Accepted by ASE'24 Journal First, 2024.
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| ICSE'25 main paper (1st round) |
HedgeCode: A Multi-Task Hedging Contrastive Learning Framework for Code Search [pdf]
Gong Chen, Xiaoyuan Xie, Xunzhu Tang , Qi Xin Wenjie Liu.
Accepted by ICSE'2025, 2024.
|
| ACL'24 (Short) |
Revisiting Code Similarity Evaluation with Abstract Syntax Tree Edit Distance [pdf]
Yewei Song, Cedric Lothritz, Xunzhu Tang , Tegawende F. Bissyande, Jacques Klein.
Accepted by ARR for ACL'24, 2024.
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| ICSE'24 (POSTER) |
Learning to Represent Patches [pdf]
Xunzhu Tang , Haoye Tian*, Zhenghan Chen, Weiguo Pian, Saad Ezzini, Abdoul Kader Kabore, Andrew Habib, Jacques Klein, Tegawende F. Bissyande.
Accepted by ICSE'24 (POSTER), 2024.
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| ICSE'24 (SEIP) |
Enhancing Text-to-SQL Translation for Financial System Design [pdf]
Yewei Song, Saad Ezzini, Xunzhu Tang, Cedric Lothritz, Jacques Klein, Tegawende Bissyande, Andrey Boytsov, Ulrick Ble, Anne Goujon
Accepted by ICSE SEIP, 2024.
|
| NAACL'24 |
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization [pdf]
Dongsheng Zhu, Xunzhu Tang, Weidong Han, Jinghui Lu, Yukun Zhao, Guoliang Xing, Junfeng Wang, Dawei Yin
Accepted by ARR2023 (NAACL), 2024.
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| ICLR'24 Tiny |
Multilevel Semantic Embedding of Software Patches: A Fine-to-Coarse Grained Approach Towards Security Patch Detection [pdf]
Xunzhu Tang *, Zhenghan Chen, Saad Ezzini, Haoye Tian, Yewei Song, Jacques Klein, Tegawendé F. Bissyande.
Accepted by ICLR tiny, 2024.
|
| EMSE |
App Review Driven Collaborative Bug Finding [pdf] [bib]
Xunzhu Tang, Haoye Tian *, Pingfan Kong, Saad Ezzini, Kui Liu, Xin Xia, Jacques Klein, Tegawendé F Bissyandé.
Accepted by EMSE, 2024.
|
| TOSEM |
Learning to Represent Patches [pdf]
Xunzhu Tang , Haoye Tian*, Zhenghan Chen, Weiguo Pian, Saad Ezzini, Abdoul Kader Kabore, Andrew Habib, Jacques Klein, Tegawende F. Bissyande.
Major Revision in TOSEM, 2024.
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| ASE‘23 |
Delving into Commit-Issue Correlation to Enhance Commit Message Generation Models [pdf] [bib]
Liran Wang, Xunzhu Tang, Yichen He, Changyu Ren, Shuhua Shi, Chaoran Yan, Zhoujun Li.
Accepted for publication in ASE, 2023.
|
| AAAI'23-W3PHIAI |
Automatically Extracting Information in Medical Dialogue: Expert System And Attention for Labelling [pdf] [bib]
Xinshi Wang, Xunzhu Tang.
Accepted for publication in W3PHIAI23 (AAAI2023 workshop), 2023.
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| AAAI'23 |
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning [pdf] [bib]
Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian*, Andrew Habib, Jacques Klein, Tegawendé F Bissyandé.
Accepted for publication in Proceedings of the 37th AAAI Conference on Artificial Intelligence, 2023. [Acceptance rate: 19.6% (1,721/8,777)]
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| ASE'22 |
Is this Change the Answer to that Problem? Correlating Descriptions of Bug and Code Changes for Evaluating Patch Correctness [pdf] [bib]
Haoye Tian, Xunzhu Tang, Andrew Habib, Shangwen Wang, Kui Liu*, Xin Xia, Jacques Klein, Tegawendé F. Bissyandé.
Accepted in Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022. [Acceptance rate: 22.0% (116/527)]
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| DASFAA'22 |
HieNet: Bidirectional Hierarchy Framework for Automated ICD Coding [pdf] [bib]
Shi Wang, Daniel Tang*, Luchen Zhang, Huilin Li, Ding Han.
Accepted for publication in Database Systems for Advanced Applications, 2022. [Acceptance rate: 18% (72/400)]
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Work Experience
- Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China, Sep 2020 - Ocb 2021, Research Assistant.
- Penn State University, May 2020 - Aug 2020, Research Assistant Intern.
Education
- Doctor Degree, from University of Luxembourg, supervised by Prof. Dr. Tegawendé F. Bissyandé, 15-10-2021 - Now.
- Master Degree, from Huazhong University of Science and Technology, Wuhan, China, September 2016 - June 2021.
- Bachelor Degree, from Guangxi University, Guangxi, China, September 2012 - June 2016.
Visitors
