Publications

(* denotes equal contribution.)

2025

[TSE’25] GNNCONTEXT: GNN-based Code Context Prediction for Programming Tasks (CCF-A) Xiaoye Zheng, Zhiyuan Wan, Shun Liu, Kaiwen Yang, David Lo, Xiaohu Yang [PDF]

[ASE-Challenge’23] Unifying Defect Prediction, Categorization, and Repair by Multi-task Deep Learning (CCF-A) Chao Ni, Kaiwen Yang, Yan Zhu, Xiang Chen, Xiaohu Yang [PDF]
[FSE’23] Distinguishing Look-Alike Innocent and Vulnerable Code by Subtle Semantic Representation Learning and Explanation (CCF-A) Chao Ni, Xin Yin, Kaiwen Yang, Dehai Zhao, Zhenchang Xing, Xin Xia [PDF]
[MSR’23] Boosting Just-in-Time Defect Prediction with Specific Features of C/C++ Programming Languages in Code Changes (CCF-C) Chao Ni, Xiaodan Xu, Kaiwen Yang, David Lo [PDF]
[SANER’23] Automatic Identification of Crash-inducing Smart Contracts (CCF-B) Chao Ni, Cong Tian, Kaiwen Yang, David Lo, Jiachi Chen, Xiaohu Yang [PDF]

[FSE’22] The Best of Both Worlds: Integrating Semantic Features with Expert Features for Defect Prediction and Localization (CCF-A) Chao Ni, Wei Wang*, Kaiwen Yang*, Xin Xia, Kui Liu, David Lo [PDF]