Huang, Hai

1. 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 · 57 citations
   Physics and Astronomy · #Model Reduction and Neural Networks
2. 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
3. CVPR 2023 Text Guided Video Editing Competition
   2023/10/24 by Wu, Jay Zhangjie, Li, Xiuyu, Gao, Difei +17 · 10 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
   2024/10/19 by Mingyuan Zhou, Zhou, Mingyuan, Huangjie Zheng +7 · 12 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. 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
6. Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation
   2024/06/03 by Mingyuan Zhou, Zhendong Wang, Zhou, Mingyuan +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
7. Language-Codec: Bridging Discrete Codec Representations and Speech Language Models
   2024/02/19 by Ji, Shengpeng, Fang, Minghui, Zuo, Jialong +5 · 3 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
8. 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
9. 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
10. Towards Transformer-Based Aligned Generation with Self-Coherence Guidance
    2025/03/22 by Wang, Shulei, Lin, Wang, Huang, Hai +8 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. ADBA:Approximation Decision Boundary Approach for Black-Box Adversarial Attacks
    2024/06/07 by Feiyang Wang, Wang, Feiyang, Xingquan Zuo +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
12. Observation of Electride-like s States Coexisting with Correlated d Electrons in NdNiO₂
    2025/07/06 by Li, Chihao, Chen, Yutong, Ding, Xiang +13 · 6 citations
    #82D55 #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
13. 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
14. Prompt Backdoors in Visual Prompt Learning
    2023/10/11 by Hai Huang, Huang, Hai, Zhengyu Zhao +7 · 1 citation
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
15. CART: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling
    2024/06/25 by Fang, Minghui, Ji, Shengpeng, Zuo, Jialong +9 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
16. 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
17. Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective
    2025/02/04 by Liu, Chang, Huang, Hai, Xing, Yujie +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
18. IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models
    2025/05/30 by Wang, Hanting, Jin, Tao, Lin, Wang +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
19. Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations
    2025/07/04 by Huang, Hai, Xia, Yan, Zhou, Sashuai +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
20. POST: Photonic Swin Transformer for Automated and Efficient Prediction of PCSEL
    2025/07/02 by Xin, Qi, Huang, Hai, Li, Chenyu +2 · 1 citation
    #FOS: Physical sciences #Optics (physics.optics)
21. 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