Xiaomeng Jin
- advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch
2019/02/20 by Gavin Weiguang Ding, Luyu Wang, Ding, Gavin Weiguang +3 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Malware Detection Techniques #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 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Chemical-Reaction-Aware Molecule Representation Learning
2021/09/21 by Hongwei Wang, Wang, Hongwei, Weijiang Li +11 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)
- On the Sensitivity of Adversarial Robustness to Input Data Distributions
2019/02/22 by Gavin Weiguang Ding, Kry Yik Chau Lui, Ding, Gavin Weiguang +7 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate
2024/10/29 by Zhiqi Bu, Xiaomeng Jin, Bu, Zhiqi +11 · 4 citations
Computer Science · #Neural Networks and Applications
- REAL: Realism Evaluation of Text-to-Image Generation Models for Effective Data Augmentation
2025/02/15 by Ran Li, Li, Ran, Xiaomeng Jin +3 · 3 citations
Computer Science · #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization