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Journal Articles
- 2023
[j2]Meiziniu Li
, Jialun Cao, Yongqiang Tian, Tsz On Li, Ming Wen, Shing-Chi Cheung:
COMET: Coverage-guided Model Generation For Deep Learning Library Testing. ACM Trans. Softw. Eng. Methodol. 32(5): 127:1-127:34 (2023)- 2022
- [j1]Jialun Cao, Meiziniu Li, Yeting Li, Ming Wen, Shing-Chi Cheung, Haiming Chen:
SemMT: A Semantic-Based Testing Approach for Machine Translation Systems. ACM Trans. Softw. Eng. Methodol. 31(2): 34e:1-34e:36 (2022)
Conference and Workshop Papers
- 2024
- [c15]Cheng Wen, Jialun Cao, Jie Su, Zhiwu Xu, Shengchao Qin, Mengda He, Haokun Li, Shing-Chi Cheung, Cong Tian:
Enchanting Program Specification Synthesis by Large Language Models Using Static Analysis and Program Verification. CAV (2) 2024: 302-328 - [c14]Shuiying Liao, Yujuan Ding, P. Y. Mok, Qiushi Huang, Jialun Cao:
Reproducibility Companion Paper: Recommendation of Mix-and-Match Clothing by Modeling Indirect Personal Compatibility. ICMR 2024: 1224-1227 - [c13]Kunpeng Jian, Yanyan Zou, Yeting Li, Jialun Cao, Menghao Li, Jian Sun, Jingyi Shi, Wei Huo:
Fuzzing for Stateful Protocol Implementations: Are We There Yet? TASE 2024: 186-204 - 2023
- [c12]Jialun Cao, Yaojie Lu, Ming Wen, Shing-Chi Cheung:
Testing Coreference Resolution Systems without Labeled Test Sets. ESEC/SIGSOFT FSE 2023: 107-119 - [c11]Xiaohu Du, Xiao Chen, Jialun Cao, Ming Wen, Shing-Chi Cheung, Hai Jin:
Understanding the Bug Characteristics and Fix Strategies of Federated Learning Systems. ESEC/SIGSOFT FSE 2023: 1358-1370 - 2022
- [c10]Jialun Cao, Meiziniu Li, Xiao Chen, Ming Wen, Yongqiang Tian, Bo Wu, Shing-Chi Cheung:
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs. ICSE 2022: 573-585 - [c9]Yeting Li, Yecheng Sun, Zhiwu Xu, Jialun Cao, Yuekang Li, Rongchen Li, Haiming Chen, Shing-Chi Cheung, Yang Liu, Yang Xiao:
RegexScalpel: Regular Expression Denial of Service (ReDoS) Defense by Localize-and-Fix. USENIX Security Symposium 2022: 4183-4200 - 2021
- [c8]Yeting Li, Shuaimin Li, Zhiwu Xu, Jialun Cao, Zixuan Chen, Yun Hu, Haiming Chen, Shing-Chi Cheung:
TRANSREGEX: Multi-modal Regular Expression Synthesis by Generate-and-Repair. ICSE 2021: 1210-1222 - [c7]Yeting Li, Zixuan Chen, Jialun Cao, Zhiwu Xu, Qiancheng Peng, Haiming Chen, Liyuan Chen, Shing-Chi Cheung:
ReDoSHunter: A Combined Static and Dynamic Approach for Regular Expression DoS Detection. USENIX Security Symposium 2021: 3847-3864 - 2020
- [c6]Yeting Li, Jialun Cao, Haiming Chen, Tingjian Ge, Zhiwu Xu, Qiancheng Peng:
FlashSchema: Achieving High Quality XML Schemas with Powerful Inference Algorithms and Large-scale Schema Data. ICDE 2020: 1962-1965 - [c5]Yeting Li, Zhiwu Xu, Jialun Cao, Haiming Chen, Tingjian Ge, Shing-Chi Cheung, Haoren Zhao:
FlashRegex: Deducing Anti-ReDoS Regexes from Examples. ASE 2020: 659-671 - 2019
- [c4]Yeting Li, Xiaolan Zhang, Jialun Cao, Haiming Chen, Chong Gao:
Learning k-Occurrence Regular Expressions with Interleaving. DASFAA (2) 2019: 70-85 - [c3]Yongjian Li, Jialun Cao, Jun Pang:
A Learning-Based Framework for Automatic Parameterized Verification. ICCD 2019: 450-459 - 2018
- [c2]Jialun Cao, Yongjian Li, Jun Pang:
L-CMP: an automatic learning-based parameterized verification tool. ASE 2018: 892-895 - [c1]Yongjian Li, Jialun Cao, Kaiqiang Duan:
An Automatic Parameterized Verification of FLASH Cache Coherence Protocol. QRS 2018: 47-58
Informal and Other Publications
- 2024
- [i12]Jialun Cao, Wuqi Zhang, Shing-Chi Cheung:
Concerned with Data Contamination? Assessing Countermeasures in Code Language Model. CoRR abs/2403.16898 (2024) - [i11]Cheng Wen, Jialun Cao, Jie Su, Zhiwu Xu, Shengchao Qin, Mengda He, Haokun Li, Shing-Chi Cheung, Cong Tian:
Enchanting Program Specification Synthesis by Large Language Models using Static Analysis and Program Verification. CoRR abs/2404.00762 (2024) - [i10]Meiziniu Li, Dongze Li, Jianmeng Liu, Jialun Cao, Yongqiang Tian, Shing-Chi Cheung:
DLLens: Testing Deep Learning Libraries via LLM-aided Synthesis. CoRR abs/2406.07944 (2024) - [i9]Jialun Cao, Zhiyong Chen, Jiarong Wu, Shing-Chi Cheung, Chang Xu:
Can AI Beat Undergraduates in Entry-level Java Assignments? Benchmarking Large Language Models on JavaBench. CoRR abs/2406.12902 (2024) - [i8]Ruiyang Xu, Jialun Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Ben He, Shing-Chi Cheung, Le Sun:
CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution. CoRR abs/2408.13001 (2024) - [i7]Qiming Zhu, Jialun Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Shing-Chi Cheung:
DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation. CoRR abs/2408.13204 (2024) - [i6]Congying Xu, Songqiang Chen, Jiarong Wu, Shing-Chi Cheung, Valerio Terragni, Hengcheng Zhu, Jialun Cao:
MR-Adopt: Automatic Deduction of Input Transformation Function for Metamorphic Testing. CoRR abs/2408.15815 (2024) - 2023
- [i5]Jialun Cao, Meiziniu Li, Ming Wen, Shing-Chi Cheung:
A study on Prompt Design, Advantages and Limitations of ChatGPT for Deep Learning Program Repair. CoRR abs/2304.08191 (2023) - 2022
- [i4]Jialun Cao, Meiziniu Li, Xiao Chen, Ming Wen, Yongqiang Tian, Bo Wu, Shing-Chi Cheung:
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs. CoRR abs/2205.01938 (2022) - [i3]Meiziniu Li, Jialun Cao, Yongqiang Tian, Tsz On Li, Ming Wen, Shing-Chi Cheung:
MEMO: Coverage-guided Model Generation For Deep Learning Library Testing. CoRR abs/2208.01508 (2022) - 2020
- [i2]Jialun Cao, Meiziniu Li, Yeting Li, Ming Wen, Shing-Chi Cheung:
SemMT: A Semantic-based Testing Approach for Machine Translation Systems. CoRR abs/2012.01815 (2020) - [i1]Yeting Li, Shuaimin Li, Zhiwu Xu, Jialun Cao, Zixuan Chen, Yun Hu, Haiming Chen, Shing-Chi Cheung:
TransRegex: Multi-modal Regular Expression Synthesis by Generate-and-Repair. CoRR abs/2012.15489 (2020)
Coauthor Index
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