Towards the use of the readily available tests from the release pipeline as performance tests: are we there yet? - Zishuo Ding; Jinfu Chen 002; Weiyi Shang (ICSE, 2020)

LoGenText: Automatically Generating Logging Texts Using Neural Machine Translation. - Zishuo Ding; Heng Li 007; Weiyi Shang (SANER, 2022)

Can pre-trained code embeddings improve model performance? Revisiting the use of code embeddings in software engineering tasks. - Zishuo Ding; Heng Li 007; Weiyi Shang; Tse-Hsun Peter Chen (Empir. Softw. Eng., 2022)

Towards Utilizing Natural Language Processing Techniques to Assist in Software Engineering Tasks. - Zishuo Ding (ICSE Companion, 2023)

On the Temporal Relations between Logging and Code. - Zishuo Ding; Yiming Tang 002; Yang Li; Heng Li 007; Weiyi Shang (ICSE, 2023)

CoMSA: A Modeling-Driven Sampling Approach for Configuration Performance Testing. - Yuanjie Xia 002; Zishuo Ding; Weiyi Shang (ASE, 2023)

IoPV: On Inconsistent Option Performance Variations. - Jinfu Chen 002; Zishuo Ding; Yiming Tang 002; Mohammed Sayagh; Heng Li 007; Bram Adams; Weiyi Shang (ESEC/SIGSOFT FSE, 2023)

StableYolo: Optimizing Image Generation for Large Language Models. - Harel Berger; Aidan Dakhama; Zishuo Ding; Karine Even-Mendoza; David A. Kelly; Héctor D. Menéndez 001; Rebecca Moussa; Federica Sarro (SSBSE, 2023)

Towards Learning Generalizable Code Embeddings Using Task-agnostic Graph Convolutional Networks. - Zishuo Ding; Heng Li 007; Weiyi Shang; Tse-Hsun (Peter) Chen (ACM Trans. Softw. Eng. Methodol., 2023)

Towards a Robust Waiting Strategy for Web GUI Testing for an Industrial Software System. - Haonan Zhang; Lizhi Liao; Zishuo Ding; Weiyi Shang; Nidhi Narula; Catalin Sporea; Andrei Toma; Sarah Sajedi (ASE, 2024)

GreenStableYolo: Optimizing Inference Time and Image Quality of Text-to-Image Generation. - Jingzhi Gong; Sisi Li; Giordano d'Aloisio; Zishuo Ding; Yulong Ye; William B. Langdon; Federica Sarro (CoRR, 2024)

Automatic String Data Validation with Pattern Discovery. - Xinwei Lin; Jing Zhao 024; Peng Di; Chuan Xiao 001; Rui Mao 001; Yan Ji; Makoto Onizuka; Zishuo Ding; Weiyi Shang; Jianbin Qin (CoRR, 2024)

DELA: A Novel Approach for Detecting Errors Induced by Large Atomic Condition Numbers. - Youshuai Tan; Zhanwei Zhang; Jinfu Chen 002; Zishuo Ding; Jifeng Xuan; Weiyi Shang (CoRR, 2024)

Few-shot relational triple extraction with hierarchical prototype optimization. - Chen Gao 006; Xuan Zhang 002; Zhi Jin; Weiyi Shang; Yubing Ma; Linyu Li 001; Zishuo Ding; Yuqin Liang (Pattern Recognit., 2024)

LoGenText-Plus: Improving Neural Machine Translation Based Logging Texts Generation with Syntactic Templates. - Zishuo Ding; Yiming Tang 002; Xiaoyu Cheng; Heng Li 007; Weiyi Shang (ACM Trans. Softw. Eng. Methodol., 2024)

Temporal knowledge graph reasoning based on evolutional representation and contrastive learning. - Qiuying Ma; Xuan Zhang 002; Zishuo Ding; Chen Gao 006; Weiyi Shang; Qiong Nong; Yubin Ma; Zhi Jin (Appl. Intell., 2024)

Towards effectively testing machine translation systems from white-box perspectives. - Hanying Shao; Zishuo Ding; Weiyi Shang; Jinqiu Yang 001; Nikolaos Tsantalis (Empir. Softw. Eng., 2025)

Computing Floating-Point Errors by Injecting Perturbations. - Youshuai Tan; Zhanwei Zhang; Jinfu Chen 002; Zishuo Ding; Jifeng Xuan; Weiyi Shang (CoRR, 2025)

From Feedback to Failure: Automated Android Performance Issue Reproduction. - Zhengquan Li; Zhenhao Li; Zishuo Ding (CoRR, 2025)

Defects4Log: Benchmarking LLMs for Logging Code Defect Detection and Reasoning. - Xin Wang; Zhenhao Li; Zishuo Ding (CoRR, 2025)