Jin, Xiaomeng

1. advertorch v0.1: An Adversarial Robustness Toolbox based on PyTorch
   2019/02/20 by Gavin Weiguang Ding, Ding, Gavin Weiguang, Luyu Wang +3 · 9 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)
2. Chemical-Reaction-Aware Molecule Representation Learning
   2021/09/21 by Hongwei Wang, Weijiang Li, Wang, Hongwei +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)
3. 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)
4. Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate
   2024/10/29 by Zhiqi Bu, Bu, Zhiqi, Xiaomeng Jin +11 · 4 citations
   Computer Science · #Neural Networks and Applications
5. REAL: Realism Evaluation of Text-to-Image Generation Models for Effective Data Augmentation
   2025/02/15 by Ran Li, Xiaomeng Jin, Li, Ran +3 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization
6. LUME: LLM Unlearning with Multitask Evaluations
   2025/02/20 by Ramakrishna, Anil, Wan, Yixin, Jin, Xiaomeng +6 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Contrastive Visual Data Augmentation
   2025/02/24 by Zhou, Yu, Li, Bingxuan, Tang, Mohan +6 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)