Yuan Xiao

According to our database, Yuan Xiao authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

PuzzleMark: Implicit Jigsaw Learning for Robust Code Dataset Watermarking in Neural Code Completion Models.

Haocheng Huang, Yuchen Chen, Weisong Sun, Peizhuo Lv, Yuan Xiao, Chunrong Fang, Yang Liu, Xiaofang Zhang

CoRR, April, 2026

Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets.

Yuan Xiao, Jiaming Wang, Yuchen Chen, Wei Song, Jun Sun, Shiqing Ma, Yanzhou Mu, Juan Zhai, Chunrong Fang, Jin Song Dong, Zhenyu Chen

CoRR, April, 2026

DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design.

Yuchen Chen, Yuan Xiao, Chunrong Fang, Zhenyu Chen, Baowen Xu

CoRR, April, 2026

Enhancing and Reporting Robustness Boundary of Neural Code Models for Intelligent Code Understanding.

Tingxu Han, Wei Song, Weisong Sun, Hao Wu, Chunrong Fang, Yuan Xiao, Xiaofang Zhang, Zhenyu Chen, Yang Liu

CoRR, March, 2026

2025

DeCoMa: Detecting and Purifying Code Dataset Watermarks through Dual Channel Code Abstraction.

Yuan Xiao, Yuchen Chen, Shiqing Ma, Haocheng Huang, Chunrong Fang, Yanwei Chen, Weisong Sun, Yunfeng Zhu, Xiaofang Zhang, Zhenyu Chen

Proc. ACM Softw. Eng., 2025

Eliminating Backdoors in Neural Code Models for Secure Code Understanding.

Weisong Sun, Yuchen Chen, Chunrong Fang, Yebo Feng, Yuan Xiao, An Guo, Quanjun Zhang, Zhenyu Chen, Baowen Xu, Yang Liu

Proc. ACM Softw. Eng., 2025

Tightening Robustness Verification of MaxPool-based Neural Networks via Minimizing the Over-Approximation Zone.

Yuan Xiao, Yuchen Chen, Shiqing Ma, Chunrong Fang, Tongtong Bai, Mingzheng Gu, Yuxin Cheng, Yanwei Chen, Zhenyu Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Eliminating Backdoors in Neural Code Models via Trigger Inversion.

Weisong Sun, Yuchen Chen, Chunrong Fang, Yebo Feng, Yuan Xiao, An Guo, Quanjun Zhang, Yang Liu, Baowen Xu, Zhenyu Chen

CoRR, 2024

CooTest: An Automated Testing Approach for V2X Communication Systems.

An Guo, Xinyu Gao, Zhenyu Chen, Yuan Xiao, Jiakai Liu, Xiuting Ge, Weisong Sun, Chunrong Fang

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Towards General Robustness Verification of MaxPool-Based Convolutional Neural Networks via Tightening Linear Approximation.

Yuan Xiao, Shiqing Ma, Juan Zhai, Chunrong Fang, Jinyuan Jia, Zhenyu Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

Certifying Robustness of Convolutional Neural Networks with Tight Linear Approximation.

Yuan Xiao, Tongtong Bai, Mingzheng Gu, Chunrong Fang, Zhenyu Chen

CoRR, 2022