Huang, Quzhe
- Pyramidal Flow Matching for Efficient Video Generative Modeling
2024/10/08 by Yang Jin, Zhicheng Sun, Jin, Yang +17 · 81 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
2023/09/09 by Yang Jin, Jin, Yang, Kun Xu +27 · 18 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization
2024/02/05 by Yang Jin, Zhicheng Sun, Jin, Yang +21 · 20 citations
Computer Science · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Harder Tasks Need More Experts: Dynamic Routing in MoE Models
2024/03/12 by Quzhe Huang, Zhenwei An, Huang, Quzhe +17 · 16 citations
Computer Science · #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- Can Perplexity Reflect Large Language Model's Ability in Long Text Understanding?
2024/05/09 by Hu, Yutong, Huang, Quzhe, Tao, Mingxu +2 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Lawyer LLaMA Technical Report
2023/05/24 by Quzhe Huang, Huang, Quzhe, Mingxu Tao +13 · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Why Machine Reading Comprehension Models Learn Shortcuts?
2021/06/02 by Yuxuan Lai, Lai, Yuxuan, Chen Zhang +7 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Probing Multimodal Large Language Models for Global and Local Semantic Representations
2024/02/27 by Mingxu Tao, Tao, Mingxu, Quzhe Huang +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation
2025/01/03 by Luo, Kangcheng, Huang, Quzhe, Jiang, Cong +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Relation-Aware Question Answering for Heterogeneous Knowledge Graphs
2023/12/19 by Haowei Du, Quzhe Huang, Du, Haowei +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- What Kinds of Tokens Benefit from Distant Text? An Analysis on Long Context Language Modeling
2024/06/17 by Yutong Hu, Quzhe Huang, Hu, Yutong +5 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques