Hi.

My name is Shihao Weng (翁诗浩). I am a Ph.D. student at Software Institute, Nanjing University, advised by Prof. Yang Feng. I am currently a visiting Ph.D. student at Singapore Management University, advised by Prof. Xiaofei Xie. My research interest is Software Engineering including AI4SE and Trustworthy AI.

🔥 News

• 2025.12: 🎉 Two papers is accepted by Cycle-2 of ICSE’26 (CCF-A)
• 2025.06: 🎉 One paper is accepted by ICSE’26 (CCF-A)
• 2024.09: 🎉 One co-authored paper is accepted by ISSTA’24 (CCF-A)
• 2023.11: 🎉 One co-authored paper is accepted by FSE’23 (CCF-A)
• 2023.10: One paper is awarded the Distinguished Paper Award at Internetware’23 (CCF-C)

📝 Publications

• ICSE'26 TACO: Trust Assessment of Large Language Models in Coding Assistance Tasks

  Shihao Weng, Yang Feng*, Jincheng Li, Yining Yin, Zhenlun Zhang, Lyuxi Liu, Jia Liu.

• ICSE'26 VADA: A Multicultural Benchmark for Value-Aware Data Generation and Alignment Evaluation in LLMs

  Zhenlun Zhang, Yang Feng*, Shihao Weng, Yining Yin, Jincheng Li, Jia Liu.

• ICSE'26 AtPatch: Debugging Transformers via Hot-Fixing Over-Attention

  Shihao Weng, Yang Feng*, Jincheng Li, Yining Yin, Xiaofei Xie, Jia Liu.

• FCS'25 Data preparation and quality for code-centric generative software engineering tasks: a systematic literature review

  Shihao Weng, Yang Feng*, Yining Yin, Zhenlun Zhang, Baowen Xu.

• Internetware'25 Lightweight Probabilistic Coverage Metrics for Efficient Testing of Deep Neural Networks

  Yining Yin, Yang Feng*, Shihao Weng, Xinyu Gao, Jia Liu, Zhihong Zhao.

• EMSE'24 Seeing the invisible: test prioritization for object detection system

  Shihao Weng, Yang Feng*, Yining Yin, Yuxuan Dai, Jia Liu, Zhihong Zhao.

• ISSTA'24 Datactive: Data Fault Localization for Object Detection Systems

  Yining Yin, Yang Feng*, Shihao Weng, Yuan Yao, Jia Liu, Zhihong Zhao.

• FSE'23 Dynamic Data Fault Localization for Deep Neural Networks |

  Yining Yin, Yang Feng*, Shihao Weng, Zixi Liu, Yuan Yao, Yichi Zhang, Zhihong Zhao, Zhenyu Chen.

• Internetware'23 Prioritizing Testing Instances to Enhance the Robustness of Object Detection Systems |

  Shihao Weng, Yang Feng*, Yining Yin, Jia Liu.

🎖 Honors and Awards

• Outstanding Graduate Students of Nanjing University (in 2025, 2024 and 2023)
• National Scholarships for Graduate Students (2023)
• CCF Outstanding Undergraduate Student (2021)
• National Scholarship for Undergraduate Students (in 2021 and 2020)