Liang, Luming
- Only Train Once: A One-Shot Neural Network Training And Pruning Framework
2021/07/15 by Tianyi Chen, Chen, Tianyi, Bo Ji +18 · 1 voice · 7 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
- FORA: Fast-Forward Caching in Diffusion Transformer Acceleration
2024/07/01 by Pratheba Selvaraju, Tianyu Ding, Selvaraju, Pratheba +7 · 30 citations
Engineering · Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Magnetic Properties and Applications #Power Transformer Diagnostics and Insulation #Semiconductor materials and devices
- RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution
2022/03/27 by Geng, Zhicheng, Liang, Luming, Ding, Tianyu +1 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs
2025/03/10 by Ko, Jongwoo, Chen, Tianyi, Kim, Sungnyun +4 · 14 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- OTOV2: Automatic, Generic, User-Friendly
2023/03/13 by Tianyi Chen, Luming Liang, Chen, Tianyi +7 · 4 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Multimodal Machine Learning Applications
- LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery
2023/10/24 by Chen, Tianyi, Ding, Tianyu, Yadav, Badal +2 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MMVP: Motion-Matrix-based Video Prediction
2023/08/30 by Zhong, Yiqi, Liang, Luming, Zharkov, Ilya +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DREAM: Diffusion Rectification and Estimation-Adaptive Models
2023/11/30 by Jinxin Zhou, Zhou, Jinxin, Tianyu Ding +11 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
- The Efficiency Spectrum of Large Language Models: An Algorithmic Survey
2023/12/01 by Ding, Tianyu, Chen, Tianyi, Zhu, Haidong +7 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- CDFI: Compression-Driven Network Design for Frame Interpolation
2021/03/18 by Ding, Tianyu, Liang, Luming, Zhu, Zhihui +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CF-YOLO: Cross Fusion YOLO for Object Detection in Adverse Weather with a High-quality Real Snow Dataset
2022/06/03 by Qiqi Ding, Ding, Qiqi, Peng Li +15 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryospheric studies and observations #FOS: Computer and information sciences #Fire Detection and Safety Systems
- Cat-AIR: Content and Task-Aware All-in-One Image Restoration
2025/03/23 by Jiang, Jiachen, Ding, Tianyu, Zhang, Ke +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators
2023/12/15 by Chen, Tianyi, Ding, Tianyu, Zhu, Zhihui +4 · 1 citation
#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)
- ProCrop: Learning Aesthetic Image Cropping from Professional Compositions
2025/05/28 by Zhang, Ke, Ding, Tianyu, Jiang, Jiachen +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Cross-Domain Foundation Model Adaptation: Pioneering Computer Vision Models for Geophysical Data Analysis
2024/08/22 by Guo, Zhixiang, Wu, Xinming, Liang, Luming +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph)
- Motion Graph Unleashed: A Novel Approach to Video Prediction
2024/10/29 by Zhong, Yiqi, Liang, Luming, Tang, Bohan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences