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Weiyi Shang

university of waterloo

38H-index
160Paper Count
3.9KCitation Count
Published Papers 61
Publication Date
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Detecting Diagnostic Trouble Code Requirement–Implementation Inconsistencies Using LLMs: An Experience Report
errIEEE Software
IF3
err2026-03-12
err0
PREAI
errTongwei Zhang; Kundi Yao; Hanyang Hu; Pengyu Nie; Krishna Koravadi; Weiyi Shang
errShare
errSave
Collaborative Denoising and Semantic Preservation: A Sequential Recommendation Model via Frequency-Aware Diffusion and KAN
errExpert Systems with Applications
IF7.5
err2026-02-25
err0
PREAI
errJiangbin Chen; Xuan Zhang; Kunpeng Du; Shaoheng Xie; Rui Zhu; Junda Li; Weiyi Shang; Zhi Jin
errShare
errSave
Performance analysis of AI-generated code: A case study of Copilot, Copilot Chat, CodeLlaMa, and DeepSeek-Coder models
errEmpirical Software Engineering
IF3.6
err2026-01-19
err0
PREAI
errShuang Li; Yuntao Cheng; Jinfu Chen; Jifeng Xuan; Sen He; Weiyi Shang
errShare
errSave
HDNR: hierarchical disentanglement for news recommendation
errInternational Journal of Machine Learning and Cybernetics
IF2.7
err2026-01-17
err0
PREAI
errZhihong Zheng; Xuan Zhang; Yubin Ma; Chen Gao; Wei Cai; Weiyi Shang; Zhi Jin
errShare
errSave
Enhancing Log Sentiments: An Exploratory Study of Sentiments and Emotions with Software Logs
errACM Transactions on Software Engineering and Methodology
IF6.2
err2026-01-01
err0
PREAI
errWang, Xiaoh Ui; Tan, Yoush Uai; Ding, Zish Uo; Chen, Jinf; Xuan, Jifeng; Shang, Weiyi
errShare
errSave
Document-level event argument extraction by leveraging span boundaries and argument dependencies
errNeurocomputing
IF6.5
err2025-11-18
err0
PREAI
errYuqin Liang; Xiaopeng Li; Chen Gao; Xuan Zhang; Weiyi Shang; Kunpeng Du; Zhihong Zheng; Hexing Yang; Tong Li
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errSave
Using external knowledge to enhance user preferences for better sequential recommendation
errExpert Systems with Applications
IF7.5
err2025-08-05
err0
PREAI
errYubin Ma; Zhihong Zheng; Xuan Zhang; Zhi Jin; Weiyi Shang; Wei Cai; Chen Gao; Linyu Li
errShare
errSave
Neighborhood structure enhancement and denoising method for multi-behavior recommendation
errNeural Networks
IF6.3
err2025-06-28
err0
PREAI
errWei Cai; ZhiHong Zheng; Xuan Zhang; Weiyi Shang; Yubin Ma; WenJie Gao; Zhi Jin
errShare
errSave
Knowledge-enhanced prototypical network with graph structure and semantic information interaction for low-shot joint spoken language understanding
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-06-01
err0
PREAI
errDu, Kunpeng; Zhang, Xuan; Gao, Chen; Shang, Weiyi; Ma, Yubin; Jin, Zhi; Li, Linyu
errShare
errSave
My Fuzzers Won't Build: An Empirical Study of Fuzzing Build Failures
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2025-01-20
err0
errOAAI
errNourry, Olivier; Kashiwa, Yutaro; Shang, Weiyi; Shu, Honglin; Kamei, Yasutaka
errShare
errSave
Patient teacher can impart locality to improve lightweight vision transformer on small dataset
errPATTERN RECOGNITION
IF7.6
err2025-01-01
err0
PREAI
errLing, Jun; Zhang, Xuan; Du, Fei; Li, Linyu; Shang, Weiyi; Gao, Chen; Li, Tong
errShare
errSave
Few-shot relational triple extraction with hierarchical prototype optimization
errPATTERN RECOGNITION
IF7.6
err2024-12-01
err0
PREAI
errGao, Chen; Zhang, Xuan; Jin, Zhi; Shang, Weiyi; Ma, Yubin; Li, Linyu; Ding, Zishuo; Liang, Yuqin
errShare
errSave
Towards effectively testing machine translation systems from white-box perspectives
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-10-30
err0
PREAI
errShao, Hanying; Ding, Zishuo; Shang, Weiyi; Yang, Jinqiu; Tsantalis, Nikolaos
errShare
errSave
Temporal knowledge graph reasoning based on evolutional representation and contrastive learning
errAPPLIED INTELLIGENCE
IF3.5
err2024-08-31
err0
PREAI
errMa, Qiuying; Zhang, Xuan; Ding, Zishuo; Gao, Chen; Shang, Weiyi; Nong, Qiong; Ma, Yubin; Jin, Zhi
errShare
errSave
Reducing the Length of Field-Replay Based Load Testing
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-08-01
err0
errOAAI
errXia, Yuanjie; Liao, Lizhi; Chen, Jinfu; Li, Heng; Shang, Weiyi
errShare
errSave
How to effectively mine app reviews concerning software ecosystem? A survey of review characteristics
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2024-07-01
err1
PREAI
errWang, Xiaohui; Zhang, Tao; Tan, Youshuai; Shang, Weiyi; Li, Yao
errShare
errSave
Vulnerabilities of Data Protection in Vertical Federated Learning Training and Countermeasures
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err2
errOAAI
errZhu, Derui; Chen, Jinfu; Zhou, Xuebing; Shang, Weiyi; Hassan, Ahmed E.; Grossklags, Jens
errShare
errSave
LoGenText-Plus: Improving Neural Machine Translation Based Logging Texts Generation with Syntactic Templates
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2023-12-22
err1
PREAI
errDing, Zishuo; Tang, Yiming; Cheng, Xiaoyu; Li, Heng; Shang, Weiyi
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errSave
STRE: An Automated Approach to Suggesting App Developers When to Stop Reading Reviews
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-08-01
err1
PREAI
errTan, Youshuai; Chen, Jinfu; Shang, Weiyi; Zhang, Tao; Fang, Sen; Luo, Xiapu; Chen, Zijie; Qi, Shuhao
errShare
errSave
Automated Generation and Evaluation of JMH Microbenchmark Suites From Unit Tests
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-04-01
err3
PREAI
errJangali, Mostafa; Tang, Yiming; Alexandersson, Niclas; Leitner, Philipp; Yang, Jinqiu; Shang, Weiyi
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errSave

Research Directions

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Co-authors
Cooperation Journals
W
Wei‐Jun Cai
H-index: 90 · Papers: 533
A
Ahmed E. Hassan
H-index: 81 · Papers: 584
X
Xiapu Luo
H-index: 58 · Papers: 538
B
Bram Adams
H-index: 57 · Papers: 333
Y
Yann‐Gaël Guéhéneuc
H-index: 50 · Papers: 355
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