Xiong, Yunyang
- MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
2024/02/22 by Zechun Liu, Liu, Zechun, Changsheng Zhao +23 · 3 voices · 68 citations
Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG) #Multimedia Communication and Technology #cs.AI #cs.CL #cs.LG
- Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention
2021/02/07 by Yunyang Xiong, Xiong, Yunyang, Zhanpeng Zeng +12 · 1 voice · 66 citations
Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- An Introduction to Vision-Language Modeling
2024/05/27 by Florian Bordes, Bordes, Florian, Richard Yuanzhe Pang +80 · 4 voices · 60 citations
Computer Science · Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #cs.LG
- MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
2023/10/14 by Jun Chen, Chen, Jun, Deyao Zhu +17 · 109 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- MetaMorph: Multimodal Understanding and Generation via Instruction Tuning
2024/12/18 by Shengbang Tong, David Fan, Tong, Shengbang +17 · 5 voices · 101 citations
#cs.CV
- LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
2024/10/22 by Xiaoqian Shen, Shen, Xiaoqian, Yunyang Xiong +31 · 112 citations
Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Agent-as-a-Judge: Evaluate Agents with Agents
2024/10/14 by Mingchen Zhuge, Changsheng Zhao, Zhuge, Mingchen +23 · 63 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything
2023/12/01 by Yunyang Xiong, Xiong, Yunyang, Bala Varadarajan +21 · 41 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Fast Point Cloud Generation with Straight Flows
2022/12/04 by Lemeng Wu, Wu, Lemeng, Dilin Wang +15 · 17 citations
Engineering · Computer Science · Environmental Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Remote Sensing and LiDAR Applications
- MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
2020/04/30 by Yunyang Xiong, Xiong, Yunyang, Hanxiao Liu +17 · 10 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Advanced Image and Video Retrieval Techniques
- Self-positioning Point-based Transformer for Point Cloud Understanding
2023/03/29 by Jinyoung Park, Sanghyeok Lee, Park, Jinyoung +7 · 9 citations
Earth and Planetary Sciences · Engineering · Computer Science · #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
- Efficient Track Anything
2024/11/28 by Yunyang Xiong, Chong Zhou, Xiong, Yunyang +23 · 3 voices · 10 citations
#cs.CV
- Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference
2022/11/18 by Haoran You, You, Haoran, Yunyang Xiong +13 · 6 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- ParetoQ: Improving Scaling Laws in Extremely Low-bit LLM Quantization
2025/02/04 by Zechun Liu, Liu, Zechun, Changsheng Zhao +28 · 13 citations
Physics and Astronomy · Computer Science · #Particle Detector Development and Performance #Atomic and Subatomic Physics Research #Advanced Data Compression Techniques
- EdgeTAM: On-Device Track Anything Model
2025/01/13 by Chong Zhou, Chenchen Zhu, Zhou, Chong +19 · 8 citations
Computer Science · #Advanced Neural Network Applications #Big Data and Digital Economy #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Isogeometric Least-squares Collocation Method with Consistency and Convergence Analysis
2016/01/27 by Hongwei Lin, Yunyang Xiong, Lin, Hongwei +5 · 2 citations
Engineering · Mathematics · #65N12 #65N30 #Advanced Measurement and Metrology Techniques #Advanced Numerical Analysis Techniques #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Numerical Analysis (math.NA)
- You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling
2021/11/18 by Zhanpeng Zeng, Zeng, Zhanpeng, Yunyang Xiong +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SageMix: Saliency-Guided Mixup for Point Clouds
2022/10/13 by Sanghyeok Lee, Min-Kyu Jeon, Lee, Sanghyeok +7 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
2023/06/08 by Ganesh Jawahar, Jawahar, Ganesh, Haichuan Yang +23 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Ferroelectric and Negative Capacitance Devices #Adversarial Robustness in Machine Learning
- SqueezeSAM: User friendly mobile interactive segmentation
2023/12/11 by Balakrishnan Varadarajan, Varadarajan, Balakrishnan, Bilge Soran +15 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Visual Attention and Saliency Detection