Liu, Mingyan
- Adversarial Objects Against LiDAR-Based Autonomous Driving Systems
2019/07/11 by Yulong Cao, Chaowei Xiao, Cao, Yulong +11 · 2 voices · 15 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic and Genetic Research #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CR #cs.CV #cs.LG #stat.ML
- Generating Adversarial Examples with Adversarial Networks
2018/01/08 by Chaowei Xiao, Xiao, Chaowei, Bo Li +9 · 27 citations
Computer Science · Physics and Astronomy · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Spatially Transformed Adversarial Examples
2018/01/08 by Chaowei Xiao, Jun-Yan Zhu, Xiao, Chaowei +9 · 21 citations
Computer Science · #Advanced Malware Detection Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
- Characterizing Attacks on Deep Reinforcement Learning
2019/07/21 by Xinlei Pan, Pan, Xinlei, Chaowei Xiao +17 · 7 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Group Retention when Using Machine Learning in Sequential Decision\n Making: the Interplay between User Dynamics and Fairness
2019/05/02 by Xueru Zhang, Zhang, Xueru, Khalili, Mohammad Mahdi +6 · 6 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Mobile Crowdsensing and Crowdsourcing
- Fairness in Learning-Based Sequential Decision Algorithms: A Survey
2020/01/14 by Zhang, Xueru, Liu, Mingyan · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- How Do Fair Decisions Fare in Long-term Qualification?
2020/10/21 by Xueru Zhang, Ruibo Tu, Zhang, Xueru +11 · 2 citations
Social Sciences · #Ethics and Social Impacts of AI
- Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation
2018/10/11 by Xiao, Chaowei, Deng, Ruizhi, Li, Bo +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts
2023/05/08 by Jin, Kun, Yin, Tongxin, Chen, Zhongzhu +4 · 2 citations
#Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
- Multi-Scale Games: Representing and Solving Games on Networks with Group Structure
2021/01/20 by Jin, Kun, Vorobeychik, Yevgeniy, Liu, Mingyan · 1 citation
#Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #Theoretical Economics (econ.TH) #and Science (cs.CE)
- DensePure: Understanding Diffusion Models towards Adversarial Robustness
2022/11/01 by Chaowei Xiao, Zhong‐Zhu Chen, Xiao, Chaowei +15 · 1 citation
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion
2023/06/07 by Xiusi Chen, Wei‐Yao Wang, Chen, Xiusi +12 · 1 citation
Economics, Econometrics and Finance · Engineering · #Sports Analytics and Performance #Evacuation and Crowd Dynamics
- Fair Classifiers that Abstain without Harm
2023/10/09 by Yin, Tongxin, Ton, Jean-François, Guo, Ruocheng +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Stackelberg Game Model of Flocking
2024/07/29 by Chenlan Wang, Wang, Chenlan, Mehrdad Moharrami +3 · 2 citations
Decision Sciences · Physics and Astronomy · #Complex Network Analysis Techniques #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Opinion Dynamics and Social Influence