Li, Yaxin
- To be Robust or to be Fair: Towards Fairness in Adversarial Training
2020/10/13 by Han Xu, Xu, Han, Liu, Xiaorui +4 · 10 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention
2024/03/17 by Ren, Jie, Li, Yaxin, Zeng, Shenglai +4 · 13 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation
2023/04/12 by Qi Xu, Xu, Qi, Yaxin Li +9 · 8 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Exploring Memorization in Fine-tuned Language Models
2023/10/10 by Zeng, Shenglai, Li, Yaxin, Ren, Jie +7 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Trustworthy AI: A Computational Perspective
2021/07/12 by Haochen Liu, Yiqi Wang, Liu, Haochen +15 · 5 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses
2020/05/13 by Li, Yaxin, Jin, Wei, Xu, Han +1 · 4 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning
2024/06/03 by Yaxin Li, Li, Yaxin, Qi Xu +9 · 5 citations
Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Modular Robots and Swarm Intelligence #Neural and Evolutionary Computing (cs.NE)
- Adversarial Attacks and Defenses on Graphs: A Review, A Tool and Empirical Studies
2020/03/02 by Wei Jin, Jin, Wei, Yaxin Li +11 · 6 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Advanced Graph Neural Networks #Ethics and Social Impacts of AI
- Yet Meta Learning Can Adapt Fast, It Can Also Break Easily
2020/09/02 by Xu, Han, Li, Yaxin, Liu, Xiaorui +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Elastic Graph Neural Networks
2021/07/05 by Liu, Xiaorui, Jin, Wei, Ma, Yao +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
2025/07/01 by Xingang Guo, Guo, Xingang, Yaxin Li +113 · 3 citations
Computer Science · #Computational Engineering #FOS: Computer and information sciences #Finance #Human-Computer Interaction (cs.HC) #Robotics (cs.RO) #Semantic Web and Ontologies #and Science (cs.CE)
- Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning
2025/04/03 by Zhang, Kepu, Weijie Yu, Xie, Guofu +9 · 3 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks
2024/01/08 by Xu, Qi, Gao, Yuyuan, Shen, Jiangrong +4 · 1 citation
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)