Ma, Zhe
- Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents
2024/11/14 by Yuyou Gan, Gan, Yuyou, Yong Yang +23 · 16 citations
Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks
2023/12/11 by Yufei Guo, Guo, Yufei, Yuanpei Chen +11 · 7 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks
2023/08/13 by Guo, Yufei, Liu, Xiaode, Chen, Yuanpei +5 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization
2023/05/03 by Yufei Guo, Guo, Yufei, Weihang Peng +11 · 5 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural dynamics and brain function
- Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks
2024/01/09 by Yufei Guo, Guo, Yufei, Yuanpei Chen +7 · 5 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural dynamics and brain function
- Membrane Potential Batch Normalization for Spiking Neural Networks
2023/08/16 by Yufei Guo, Yuhan Zhang, Guo, Yufei +13 · 4 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
- Robust Visual Imitation Learning with Inverse Dynamics Representations
2023/10/22 by Siyuan Li, Li, Siyuan, Xun Wang +13 · 4 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Spiking PointNet: Spiking Neural Networks for Point Clouds
2023/10/10 by Dayong Ren, Ren, Dayong, Zhe Ma +11 · 4 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural dynamics and brain function
- Direct Learning-Based Deep Spiking Neural Networks: A Review
2023/05/31 by Guo, Yufei, Huang, Xuhui, Ma, Zhe · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network
2020/02/07 by Zhe Ma, Jianfeng Dong, Ma, Zhe +11 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning
2021/06/16 by Chen, Chaofan, Yang, Xiaoshan, Xu, Changsheng +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report
2022/11/07 by Andrey Ignatov, Ignatov, Andrey, Radu Timofte +188 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Model-Driven Deep Learning for Non-Coherent Massive Machine-Type Communications
2023/01/02 by Ma, Zhe, Wu, Wen, Gao, Feifei +2 · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
- Spiking Transformer:Introducing Accurate Addition-Only Spiking Self-Attention for Transformer
2025/02/28 by Guo, Yufei, Liu, Xiaode, Chen, Yuanpei +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LLM-PySC2: Starcraft II learning environment for Large Language Models
2024/11/08 by Zongyuan Li, Yanan Ni, Li, Zongyuan +24 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- An Inversion-based Measure of Memorization for Diffusion Models
2024/05/09 by Ma, Zhe, Li, Qingming, Zhang, Xuhong +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- LoRAShield: Data-Free Editing Alignment for Secure Personalized LoRA Sharing
2025/07/05 by Jiahao Chen, J Li, Chen, Jiahao +15 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Generative Adversarial Networks and Image Synthesis
- Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning
2024/11/11 by Siyuan Li, Zhe Ma, Li, Siyuan +16 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Robotics (cs.RO) #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research