Xijie Huang

1. LLM-FP4: 4-Bit Floating-Point Quantized Transformers
   2023/01/01 by Shih-Yang Liu, Shih-yang Liu, Zechun Liu +4 · 1 voice · 8 citations
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
2. NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations
   2019/11/18 by Xijie Huang, Moustafa Alzantot, Huang, Xijie +3 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
   2024/12/12 by Dongting Hu, Jierun Chen, Hu, Dongting +32 · 7 citations
   Computer Science · #Embedded Systems Design Techniques #Advanced Malware Detection Techniques #Parallel Computing and Optimization Techniques
4. Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision
   2023/07/01 by Xijie Huang, Zhiqiang Shen, Huang, Xijie +3 · 2 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG)
5. Synth-Empathy: Towards High-Quality Synthetic Empathy Data
   2024/07/31 by Hao Liang, Linzhuang Sun, Liang, Hao +13 · 2 citations
   Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics
6. Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models
   2024/05/26 by Xijie Huang, Xinyuan Wang, Huang, Xijie +13 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multimedia (cs.MM) #Topic Modeling