Xiaolong Ma

1. CoT-Valve: Length-Compressible Chain-of-Thought Tuning
   2025/02/13 by Xiaolong Ma, Guangnian Wan, Ma, Xinyin +6 · 48 citations
   Chemical Engineering · #Artificial Intelligence (cs.AI) #Catalysis and Oxidation Reactions #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training
   2022/11/19 by Zhenglun Kong, Haoyu Ma, Kong, Zhenglun +27 · 3 citations
   Engineering · Computer Science · #Advanced Image Fusion Techniques #CCD and CMOS Imaging Sensors #Image Enhancement Techniques
3. FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator
   2021/06/16 by Geng Yuan, Payman Behnam, Yuan, Geng +19 · 2 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Machine Learning and ELM
4. Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization
   2025/04/12 by Gen Li, Yang Xiao, Li, Gen +9 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting
   2023/03/15 by Gen Li, Li, Gen, Jie Ji +13 · 2 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 Video Processing (eess.IV) #Image and Video Quality Assessment #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #electronic engineering #information engineering
6. Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM
   2019/03/23 by Shaokai Ye, Ye, Shaokai, Xiaoyu Feng +26 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #Speech and Audio Processing
7. AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates
   2019/07/06 by Ning Liu, Xiaolong Ma, Liu, Ning +9 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
8. An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices
   2020/01/20 by Xiaolong Ma, Wei Niu, Ma, Xiaolong +19 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
9. FlameFinder: Illuminating Obscured Fire through Smoke with Attentive Deep Metric Learning
   2024/04/09 by Hossein Rajoli, Rajoli, Hossein, Sahand Khoshdel +5 · 2 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Fire dynamics and safety research #Video Surveillance and Tracking Methods
10. Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets
    2022/02/09 by Tianlong Chen, Xuxi Chen, Chen, Tianlong +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Video Analysis and Summarization
11. VAQF: Fully Automatic Software-Hardware Co-Design Framework for Low-Bit Vision Transformer
    2022/01/17 by Mengshu Sun, Sun, Mengshu, Haoyu Ma +13 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. InfiniStore: Elastic Serverless Cloud Storage
    2022/09/03 by Jingyuan Zhang, Ao Wang, Zhang, Jingyuan +19 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
13. PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators
    2020/02/11 by Zhanhong Tan, Jiebo Song, Tan, Zhanhong +19 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
14. Your Language Model Secretly Contains Personality Subnetworks
    2026/02/06 by Ruimeng Ye, Zihan Wang, Zinan Ling +4 · 7 voices
    #cs.CL #cs.AI
15. HPD-Parsing: Hierarchical Parallel Document Parsing
    2026/07/21 by Shu Wei, Jingjing Wu, Lingshu Zhang +10
    #cs.CL