Shen, Maying

1. Global Vision Transformer Pruning with Hessian-Aware Saliency
   2021/10/10 by Huanrui Yang, Yang, Huanrui, Hongxu Yin +9 · 8 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
2. Structural Pruning via Latency-Saliency Knapsack
   2022/10/13 by Shen, Maying, Yin, Hongxu, Molchanov, Pavlo +3 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Generalized Trajectory Scoring for End-to-end Multimodal Planning
   2025/06/07 by Zhenxin Li, Li, Zhenxin, Wenhao Yao +17 · 17 citations
   Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
4. When to Prune? A Policy towards Early Structural Pruning
   2021/10/22 by Shen, Maying, Molchanov, Pavlo, Yin, Hongxu +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
   2023/06/25 by Bair, Anna, Yin, Hongxu, Shen, Maying +2 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. SSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data Assimilation
   2024/09/20 by Maying Shen, Nadine Chang, Shen, Maying +5 · 1 citation
   Computer Science · #Advanced Computational Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Semantic Web and Ontologies #Time Series Analysis and Forecasting
7. AdaDeDup: Adaptive Hybrid Data Pruning for Efficient Large-Scale Object Detection Training
   2025/06/24 by Kang, Feiyang, Chang, Nadine, Shen, Maying +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models
   2025/06/03 by Schmalfuss, Jenny, Chang, Nadine, VS, Vibashan +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)