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- Wen-jie Ruan
- Wenjie Ruan
University of Exeter, UK
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Publication search results
found 117 matches
- 2024
- Saddek Bensalem, Xiaowei Huang, Wenjie Ruan, Qiyi Tang, Changshun Wu, Xingyu Zhao:
Bridging formal methods and machine learning with model checking and global optimisation. J. Log. Algebraic Methods Program. 137: 100941 (2024) - Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni:
3DVerifier: efficient robustness verification for 3D point cloud models. Mach. Learn. 113(4): 1771-1798 (2024) - Xiangyu Yin, Wenjie Ruan, Jonathan E. Fieldsend:
DIMBA: discretely masked black-box attack in single object tracking. Mach. Learn. 113(4): 1705-1723 (2024) - Ronghui Mu, Leandro Soriano Marcolino, Yanghao Zhang, Tianle Zhang, Xiaowei Huang, Wenjie Ruan:
Reward Certification for Policy Smoothed Reinforcement Learning. AAAI 2024: 21429-21437 - Xiangyu Yin, Sihao Wu, Jiaxu Liu, Meng Fang, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan:
Representation-Based Robustness in Goal-Conditioned Reinforcement Learning. AAAI 2024: 21761-21769 - Xiao Bi, Deli Chen, Guanting Chen, Shanhuang Chen, Damai Dai, Chengqi Deng, Honghui Ding, Kai Dong, Qiushi Du, Zhe Fu, Huazuo Gao, Kaige Gao, Wenjun Gao, Ruiqi Ge, Kang Guan, Daya Guo, Jianzhong Guo, Guangbo Hao, Zhewen Hao, Ying He, Wenjie Hu, Panpan Huang, Erhang Li, Guowei Li, Jiashi Li, Yao Li, Y. K. Li, Wenfeng Liang, Fangyun Lin, Alex X. Liu, Bo Liu, Wen Liu, Xiaodong Liu, Xin Liu, Yiyuan Liu, Haoyu Lu, Shanghao Lu, Fuli Luo, Shirong Ma, Xiaotao Nie, Tian Pei, Yishi Piao, Junjie Qiu, Hui Qu, Tongzheng Ren, Zehui Ren, Chong Ruan, Zhangli Sha, Zhihong Shao, Junxiao Song, Xuecheng Su, Jingxiang Sun, Yaofeng Sun, Minghui Tang, Bingxuan Wang, Peiyi Wang, Shiyu Wang, Yaohui Wang, Yongji Wang, Tong Wu, Y. Wu, Xin Xie, Zhenda Xie, Ziwei Xie, Yiliang Xiong, Hanwei Xu, R. X. Xu, Yanhong Xu, Dejian Yang, Yuxiang You, Shuiping Yu, Xingkai Yu, B. Zhang, Haowei Zhang, Lecong Zhang, Liyue Zhang, Mingchuan Zhang, Minghua Zhang, Wentao Zhang, Yichao Zhang, Chenggang Zhao, Yao Zhao, Shangyan Zhou, Shunfeng Zhou, Qihao Zhu, Yuheng Zou:
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism. CoRR abs/2401.02954 (2024) - Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang:
Building Guardrails for Large Language Models. CoRR abs/2402.01822 (2024) - Yi Zhang, Yun Tang, Wenjie Ruan, Xiaowei Huang, Siddartha Khastgir, Paul A. Jennings, Xingyu Zhao:
ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation. CoRR abs/2402.15429 (2024) - Yanghao Zhang, Tianle Zhang, Ronghui Mu, Xiaowei Huang, Wenjie Ruan:
Towards Fairness-Aware Adversarial Learning. CoRR abs/2402.17729 (2024) - Xiangyu Yin, Wenjie Ruan:
Boosting Adversarial Training via Fisher-Rao Norm-based Regularization. CoRR abs/2403.17520 (2024) - 2023
- Xiaowei Huang, Gaojie Jin, Wenjie Ruan:
Machine Learning Safety. Artificial Intelligence: Foundations, Theory, and Algorithms, Springer 2023, ISBN 978-981-19-6813-6, pp. 3-263 - Yanghao Zhang, Wenjie Ruan, Fu Wang, Xiaowei Huang:
Generalizing universal adversarial perturbations for deep neural networks. Mach. Learn. 112(5): 1597-1626 (2023) - Liantao Ma, Chaohe Zhang, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Yinghao Zhu, Tianlong Wang, Xinyu Ma, Yasha Wang, Wen Tang, Xinju Zhao, Wenjie Ruan, Tao Wang:
Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients. Patterns 4(12): 100892 (2023) - Zheng Wang, Wenjie Ruan, Xiangyu Yin:
ODE4ViTRobustness: A tool for understanding adversarial robustness of Vision Transformers. Softw. Impacts 15: 100449 (2023) - Han Wu, Wenjie Ruan, Jiangtao Wang, Dingchang Zheng, Bei Liu, Yayuan Geng, Xiangfei Chai, Jian Chen, Kunwei Li, Shaolin Li, Sumi Helal:
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task. IEEE Trans. Artif. Intell. 4(4): 764-777 (2023) - Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang:
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. AAAI 2023: 6879-6887 - Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Gaojie Jin, Qiang Ni:
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning. AAAI 2023: 15046-15054 - Fu Wang, Peipei Xu, Wenjie Ruan, Xiaowei Huang:
Towards Verifying the Geometric Robustness of Large-Scale Neural Networks. AAAI 2023: 15197-15205 - Chi Zhang, Wenjie Ruan, Peipei Xu:
Reachability Analysis of Neural Network Control Systems. AAAI 2023: 15287-15295 - Siqi Sun, Wenjie Ruan:
TextVerifier: Robustness Verification for Textual Classifiers with Certifiable Guarantees. ACL (Findings) 2023: 4362-4380 - Peipei Xu, Fu Wang, Wenjie Ruan, Chi Zhang, Xiaowei Huang:
Sora: Scalable Black-Box Reachability Analyser on Neural Networks. ICASSP 2023: 1-5 - Wenjie Shen, Yun Lin, Bing Han, Yang Li, Wen Jiang, Wen Hong, Liangbo Zhao, Xiaolei Ruan, Yanping Wang:
Non-Cooperative Moving Aeroplane Target Imaging Using Gaofen-3 Sar Spotlight Data. IGARSS 2023: 4718-4721 - Han Wu, Syed Yunas, Sareh Rowlands, Wenjie Ruan, Johan Wahlström:
Adversarial Driving: Attacking End-to-End Autonomous Driving. IV 2023: 1-7 - Han Wu, Syed Yunas, Sareh Rowlands, Wenjie Ruan, Johan Wahlström:
Adversarial Detection: Attacking Object Detection in Real Time. IV 2023: 1-7 - Fu Wang, Zeyu Fu, Yanghao Zhang, Wenjie Ruan:
Self-adaptive Adversarial Training for Robust Medical Segmentation. MICCAI (3) 2023: 725-735 - Chi Zhang, Wenjie Ruan, Fu Wang, Peipei Xu, Geyong Min, Xiaowei Huang:
Model-Agnostic Reachability Analysis on Deep Neural Networks. PAKDD (1) 2023: 341-354 - Liantao Ma, Chaohe Zhang, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Xinyu Ma, Yasha Wang, Wen Tang, Xinju Zhao, Wenjie Ruan, Tao Wang:
Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset. CoRR abs/2301.07107 (2023) - Chi Zhang, Wenjie Ruan, Peipei Xu:
Reachability Analysis of Neural Network Control Systems. CoRR abs/2301.12100 (2023) - Fu Wang, Peipei Xu, Wenjie Ruan, Xiaowei Huang:
Towards Verifying the Geometric Robustness of Large-scale Neural Networks. CoRR abs/2301.12456 (2023) - Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang:
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. CoRR abs/2303.01668 (2023)
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