Peixin Zhang - RankMe

25 papers A* 7B 1Journal 17

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Be Responsible in Your Answers! Monitoring Out-of-Domain Behaviors in Domain-Specific LLMs. WWW Boquan Li, Chenzhe Lou, Zhe Ren, Peixin Zhang, Zirui Fu, Jun Sun, Yaowen Zheng
2026	A*	`conf`	LLMQuA: Practical Backdoor Injection on Large Language Model Quantization. WWW Xiangxiang Chen, Peixin Zhang, Jun Sun, Jin Song Dong, Wenhai Wang, Jingyi Wang
2026	J	`jnl`	PRUNE: A patching based repair framework for certifiable and privacy-robust unlearning of neural networks. Neural Networks Xuran Li, Jingyi Wang, Xiaohan Yuan, Peixin Zhang
2026	A*	`conf`	Towards Provably Unlearnable Examples via Bayes Error Optimization. AAAI Ruihan Zhang, Jun Sun, Ee-Peng Lim, Peixin Zhang
2025	A*	`conf`	LLMScan: Causal Scan for LLM Misbehavior Detection. ICML Mengdi Zhang, Kai Kiat Goh, Peixin Zhang, Jun Sun, Lin Xin Rose, Hongyu Zhang
2025	J	`jnl`	PRUNE: A Patching Based Repair Framework for Certifiable Unlearning of Neural Networks. CoRR Xuran Li, Jingyi Wang, Xiaohan Yuan, Peixin Zhang, Zhan Qin, Zhibo Wang, Kui Ren
2025	J	`jnl`	Rounding-Guided Backdoor Injection in Deep Learning Model Quantization. CoRR Xiangxiang Chen, Peixin Zhang, Jun Sun, Wenhai Wang, Jingyi Wang
2025	J	`jnl`	Towards Provably Unlearnable Examples via Bayes Error Optimisation. CoRR Ruihan Zhang, Jun Sun, Ee-Peng Lim, Peixin Zhang
2024	J	`jnl`	LLMScan: Causal Scan for LLM Misbehavior Detection. CoRR Mengdi Zhang, Kai Kiat Goh, Peixin Zhang, Jun Sun
2024	J	`jnl`	RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively. CoRR Yao Lu, Peixin Zhang, Jingyi Wang, Lei Ma, Xiaoniu Yang, Qi Xuan
2024	J	`jnl`	Resilient Watermarking for LLM-Generated Codes. CoRR Boquan Li, Mengdi Zhang, Peixin Zhang, Jun Sun, Xingmei Wang
2023	J	`jnl`	Backdoor Attack through Machine Unlearning. CoRR Peixin Zhang, Jun Sun, Mingtian Tan, Xinyu Wang
2023	J	`jnl`	Boosting Adversarial Training in Safety-Critical Systems Through Boundary Data Selection. IEEE Robotics Autom. Lett. Yifan Jia, Christopher M. Poskitt, Peixin Zhang, Jingyi Wang, Jun Sun, Sudipta Chattopadhyay
2023	J	`jnl`	QuoTe: Quality-oriented Testing for Deep Learning Systems. ACM Trans. Softw. Eng. Methodol. Jialuo Chen, Jingyi Wang, Xingjun Ma, Youcheng Sun, Jun Sun, Peixin Zhang, Peng Cheng
2023	J	`jnl`	Towards Certified Probabilistic Robustness with High Accuracy. CoRR Ruihan Zhang, Peixin Zhang, Jun Sun
2022	J	`jnl`	Automatic Fairness Testing of Neural Classifiers Through Adversarial Sampling. IEEE Trans. Software Eng. Peixin Zhang, Jingyi Wang, Jun Sun, Xinyu Wang, Guoliang Dong, Xingen Wang, Ting Dai, Jin Song Dong
2021	J	`jnl`	Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling. CoRR Peixin Zhang, Jingyi Wang, Jun Sun, Xinyu Wang, Guoliang Dong, Xingen Wang, Ting Dai, Jin Song Dong
2021	J	`jnl`	Fairness Testing of Deep Image Classification with Adequacy Metrics. CoRR Peixin Zhang, Jingyi Wang, Jun Sun, Xinyu Wang
2020	B	`conf`	An Empirical Study on Correlation between Coverage and Robustness for Deep Neural Networks. ICECCS Yizhen Dong, Peixin Zhang, Jingyi Wang, Shuang Liu, Jun Sun, Jianye Hao, Xinyu Wang, Li Wang, Jin Song Dong, Ting Dai
2020	A*	`conf`	White-box fairness testing through adversarial sampling. ICSE Peixin Zhang, Jingyi Wang, Jun Sun, Guoliang Dong, Xinyu Wang, Xingen Wang, Jin Song Dong, Ting Dai
2019	A*	`conf`	Adversarial sample detection for deep neural network through model mutation testing. ICSE Jingyi Wang, Guoliang Dong, Jun Sun, Xinyu Wang, Peixin Zhang
2019	J	`jnl`	There is Limited Correlation between Coverage and Robustness for Deep Neural Networks. CoRR Yizhen Dong, Peixin Zhang, Jingyi Wang, Shuang Liu, Jun Sun, Jianye Hao, Xinyu Wang, Li Wang, Jin Song Dong, Dai Ting
2018	J	`jnl`	Adversarial Sample Detection for Deep Neural Network through Model Mutation Testing. CoRR Jingyi Wang, Guoliang Dong, Jun Sun, Xinyu Wang, Peixin Zhang
2018	J	`jnl`	Detecting Adversarial Samples for Deep Neural Networks through Mutation Testing. CoRR Jingyi Wang, Jun Sun, Peixin Zhang, Xinyu Wang
2018	A*	`conf`	Towards optimal concolic testing. ICSE Xinyu Wang, Jun Sun, Zhenbang Chen, Peixin Zhang, Jingyi Wang, Yun Lin