Hai Huang
- Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
2024/04/05 by Mingyuan Zhou, Huangjie Zheng, Zhou, Mingyuan +7 · 59 citations
Physics and Astronomy · #Model Reduction and Neural Networks
- Composite Backdoor Attacks Against Large Language Models
2023/10/11 by Hai Huang, Zhengyu Zhao, Huang, Hai +7 · 16 citations
Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling
- Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
2024/10/19 by Mingyuan Zhou, Zhou, Mingyuan, Huangjie Zheng +7 · 13 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control
2024/06/03 by Shengpeng Ji, Qian Chen, Ji, Shengpeng +18 · 8 citations
Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
- Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation
2024/06/03 by Mingyuan Zhou, Zhou, Mingyuan, Zhendong Wang +5 · 5 citations
Computer Science · #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) #Machine Learning (stat.ML) #Video Analysis and Summarization
- Relative Preference Optimization: Enhancing LLM Alignment through Contrasting Responses across Identical and Diverse Prompts
2024/02/12 by Yueqin Yin, Yin, Yueqin, Zhendong Wang +9 · 3 citations
Computer Science · #Data Mining Algorithms and Applications
- Enhancing Multimodal Unified Representations for Cross Modal Generalization
2024/03/08 by Hai Huang, Huang, Hai, Yan Xia +15 · 3 citations
Computer Science · #Natural Language Processing Techniques
- ADBA:Approximation Decision Boundary Approach for Black-Box Adversarial Attacks
2024/06/07 by Feiyang Wang, Xingquan Zuo, Wang, Feiyang +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security #Security and Verification in Computing
- Surgery-mediated tumor-promoting effects on the immune microenvironment
2022/01/20 by Xiang Cheng, Hongji Zhang, Ahmad Hamad +2 · 1 citation
Immunology and Microbiology · Medicine · #Immune cells in cancer #Inflammatory Biomarkers in Disease Prognosis #Cancer Cells and Metastasis
- LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures
2025/09/11 by Hai Huang, Yann LeCun, Huang, Hai +3 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Domain Adaptation and Few-Shot Learning
- Prompt Backdoors in Visual Prompt Learning
2023/10/11 by Hai Huang, Zhengyu Zhao, Huang, Hai +7 · 1 citation
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Towards Efficient PCSEL Design: A Fully AI-driven Approach
2025/03/14 by Hai Huang, Huang, Hai, Ziteng Xu +5 · 1 citation
Physics and Astronomy · Materials Science · Engineering · #Photonic Crystals and Applications #Optical Coatings and Gratings #Photonic and Optical Devices
- Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types
2024/12/21 by Ziming Guo, Guo, Ziming, Chao Ma +9 · 1 citation
Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- Massless scalar scattering by Kerr-Bertotti-Robinson black holes:transparent-end channels and superradiance
2026/07/17 by Hai Huang, Xudong Sun, Juhua Chen
#gr-qc