Xiawu Zheng
- MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
2023/08/01 by Sirui Hong, Mingchen Zhuge, Hong, Sirui +27 · 3 voices · 316 citations
Computer Science · #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Natural Language Processing Techniques
- Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
2024/05/31 by Chaoyou Fu, Fu, Chaoyou, Yuhan Dai +35 · 316 citations
Computer Science · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Data Interpreter: An LLM Agent For Data Science
2024/02/28 by Sirui Hong, Yizhang Lin, Hong, Sirui +47 · 44 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
2025/01/03 by Chaoyou Fu, Fu, Chaoyou, Haojia Lin +27 · 47 citations
Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Neural Networks and Applications #Sound (cs.SD) #electronic engineering #information engineering
- VITA: Towards Open-Source Interactive Omni Multimodal LLM
2024/08/09 by Chaoyou Fu, Haojia Lin, Fu, Chaoyou +30 · 33 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
- Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension
2024/11/20 by Yongdong Luo, Luo, Yongdong, Xiawu Zheng +17 · 34 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Cantor: Inspiring Multimodal Chain-of-Thought of MLLM
2024/04/24 by Timin Gao, Peixian Chen, Gao, Timin +19 · 15 citations
Computer Science · Psychology · #Semantic Web and Ontologies #Speech and dialogue systems #Language, Metaphor, and Cognition
- AffineQuant: Affine Transformation Quantization for Large Language Models
2024/03/19 by Yuexiao Ma, Huixia Li, Ma, Yuexiao +14 · 14 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- OMPQ: Orthogonal Mixed Precision Quantization
2021/09/16 by Yuexiao Ma, Taisong Jin, Ma, Yuexiao +13 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PAMS: Quantized Super-Resolution via Parameterized Max Scale
2020/11/09 by Huixia Li, Chenqian Yan, Li, Huixia +13 · 4 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Solving the Catastrophic Forgetting Problem in Generalized Category Discovery
2025/01/09 by Xinzi Cao, Cao, Xinzi, Xiawu Zheng +13 · 11 citations
Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Quality and Management #AI-based Problem Solving and Planning
- Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy
2025/02/07 by Yi Shen, Shen, Yunhang, Chaoyou Fu +26 · 10 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- Multi-branch Collaborative Learning Network for 3D Visual Grounding
2024/07/07 by Zhipeng Qian, Yiwei Ma, Qian, Zhipeng +11 · 6 citations
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Simulation and Modeling Applications
- An Information Theory-inspired Strategy for Automatic Network Pruning
2021/08/19 by Xiawu Zheng, Yuexiao Ma, Zheng, Xiawu +15 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Sparse and Compressive Sensing Techniques
- Meta Architecture for Point Cloud Analysis
2022/11/26 by Haojia Lin, Lin, Haojia, Xiawu Zheng +13 · 3 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Additive Manufacturing and 3D Printing Technologies
- Data-Efficient Image Quality Assessment with Attention-Panel Decoder
2023/04/11 by Guanyi Qin, Qin, Guanyi, Runze Hu +11 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Visual Attention and Saliency Detection #electronic engineering #information engineering
- Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective
2025/02/20 by Weimin Huang, Yuxin Zhang, Huang, Weizhong +6 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- UI-AGILE: Advancing GUI Agents with Effective Reinforcement Learning and Precise Inference-Time Grounding
2025/07/29 by Yuhang Wu, Lian, Shuquan, Wu, Yuhang +13 · 10 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Bilateral Event Mining and Complementary for Event Stream Super-Resolution
2024/05/16 by Zhilin Huang, Quanmin Liang, Huang, Zhilin +13 · 2 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Scientific Computing and Data Management
- Training-free Transformer Architecture Search
2022/03/23 by Qinqin Zhou, Zhou, Qinqin, Kekai Sheng +13 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Visual Attention and Saliency Detection
- Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective
2023/03/21 by Yuexiao Ma, Huixia Li, Ma, Yuexiao +15 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- DLIP: Distilling Language-Image Pre-training
2023/08/24 by Huafeng Kuang, Jie Wu, Kuang, Huafeng +13 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation
2024/01/18 by Zesen Cheng, Kehan Li, Cheng, Zesen +13 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Binding-Adaptive Diffusion Models for Structure-Based Drug Design
2024/01/15 by Zhilin Huang, Huang, Zhilin, L. Yang +15 · 2 citations
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Innovative Microfluidic and Catalytic Techniques Innovation #Computational Drug Discovery Methods #Chemical Synthesis and Analysis
- Dynamic Low-Rank Sparse Adaptation for Large Language Models
2025/02/20 by Wei Huang, Yuxin Zhang, Huang, Weizhong +11 · 2 citations
Computer Science · #Speech Recognition and Synthesis
- EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMs
2024/02/19 by Song Guo, Fan Wu, Guo, Song +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Network Packet Processing and Optimization
- VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
2024/06/14 by Chenyu Zhou, Zhou, Chenyu, Mengdan Zhang +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Topic Modeling
- WaveZip: Wavelet-Driven Space-Time Decoupling for Video Token Condensation
2026/07/25 by Yuhui Zeng, Wang Chen, Jinfa Huang +5
#cs.CV
- TimePLE: Rethinking Temporal Representation for Video Temporal Grounding
2026/07/27 by Yuhui Zeng, Xinyu Mao, Xiaokun Liu +4
#cs.CV