Yunyang Xiong
- Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention
2021/02/07 by Yunyang Xiong, Zhanpeng Zeng, Xiong, Yunyang +12 · 1 voice · 43 citations
Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
2024/02/22 by Zechun Liu, Liu, Zechun, Changsheng Zhao +21 · 3 voices · 42 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- Neural Computers
2026/04/07 by Mingchen Zhuge, Changsheng Zhao, Haozhe Liu +16 · 11 voices
#cs.LG #cs.AI
- MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
2023/10/14 by Jun Chen, Deyao Zhu, Chen, Jun +17 · 76 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 · 59 citations
#cs.CV
- LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
2024/10/22 by Xiaoqian Shen, Shen, Xiaoqian, Yunyang Xiong +31 · 79 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
- An Introduction to Vision-Language Modeling
2024/05/27 by Florian Bordes, Bordes, Florian, Richard Yuanzhe Pang +79 · 41 citations
Social Sciences · #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
- Fast Point Cloud Generation with Straight Flows
2022/12/04 by Lemeng Wu, Dilin Wang, Wu, Lemeng +15 · 9 citations
Engineering · Computer Science · Environmental Science · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Remote Sensing and LiDAR Applications
- Efficient Track Anything
2024/11/28 by Yunyang Xiong, Chong Zhou, Xiong, Yunyang +23 · 3 voices · 7 citations
#cs.CV
- MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
2020/04/30 by Yunyang Xiong, Hanxiao Liu, Xiong, Yunyang +17 · 7 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, Park, Jinyoung, Sanghyeok Lee +7 · 2 citations
Earth and Planetary Sciences · Engineering · Computer Science · #3D Surveying and Cultural Heritage #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
- Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference
2022/11/18 by Haoran You, Yunyang Xiong, You, Haoran +13 · 2 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 · 5 citations
Physics and Astronomy · Computer Science · #Particle Detector Development and Performance #Atomic and Subatomic Physics Research #Advanced Data Compression Techniques
- 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