News
- 🔊 2025-07, Two papers is accepted by ICSME'25 NIER track
- 🔊 2025-07, I finished my PhD Defence and become Dr. Tang
- 🔊 2025-05, One paper is accepted by TOSEM'25
- 🔊 2025-05, One paper is accepted by ACL'25 Findings
- 🔊 2025-03, One paper is accepted by EASE'25
- 🔊 2024-12, Our JLED is accepted by TOSEM'24
- 🔊 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, 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 is invited to give a global talk @ SAP group
- 🔊 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.)
| ICSME'25 |
ExpertCache: GPU-Efficient MoE Inference through Reinforcement Learning-Guided Expert Selection [pdf]
Xunzhu Tang, Tiezhu Sun, Yewei Song, Siyuan Ma, Jacques Klein and Tegawendé Bissyande,
Accepted by 41st International Conference on Software Maintenance and Evolution (ICSME, NIER track)
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| TOSEM'25 |
Just-in-Time Detection of Silent Security Patches [pdf]
Xunzhu Tang, Kisub Kim, Saad Ezzini, Yewei Song, Haoye Tian, Jacques Klein, Tegawendé F. Bissyandé,
Accepted by TOSEM 2025
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| ACL'25 (Findings) |
SynFix: Synchronous Repair for Codebase via RelationGraph [pdf]
Xunzhu Tang, Jiechao Gao, Jin Xu, Tiezhu Sun, Yewei Song, Saad Ezzini, Wendkûuni C. Ouédraogo, Jacques Klein, Tegawendé Bissyande
Accepted by ACL2025 Findings
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| ICSME'25 |
MalLoc: Towards Fine-grained Android Malicious Payload Localization via LLMs [pdf]
Tiezhu Sun, Marco Alecci, Aleksandr Pilgun, Yewei Song, Xunzhu Tang, Jordan Samhi, Tegawendé F. Bissyandé and Jacques Klein,
Accepted by 41st International Conference on Software Maintenance and Evolution (ICSME, NIER track)
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| EASE'25 |
CallNavi, A challenge and empirical study on LLM function calling and routing [pdf]
Yewei Song, Xunzhu Tang, Cedric Lothritz, Saad Ezzini, Jacques Klein, Tegawendé Bissyande, Andrey Boytsov, Ulrick Ble and Anne Goujon
Accepted by EASE2025
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| TOSEM'24 |
You Don’t Have to Say Where to Edit! Joint Learning to Localize and Edit Source Code [pdf]
Weiguo Pian, Yinghua Li, Haoye Tian, Tiezhu Sun, Yewei Song, Xunzhu Tang, Andrew Habib, Jacques Klein, Tegawendé F. Bissyande.
Accepted by TOSEM 2024
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| 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 paper
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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.
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| 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.
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| 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.
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| EMSE |
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.
Underreview in EMSE, 2025.
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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.
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| 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.
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