Author

Maying Shen

Observed names: Shen Maying, Shen, Maying

Institutions: Nvidia (United Kingdom), University of Ottawa, Nvidia (United States)

Observed institutions: Commonwealth Scientific and Industrial Research Organisation, Nvidia (United Kingdom), University of Ottawa, Shanghai Jiao Tong University, Fudan University, Nvidia (United States), National Engineering Research Center of Information Content Analysis Technology, Carnegie Mellon University, Virginia Tech, Stanford University

ORCID: 0009-0000-9416-680X

Observed ORCID: 0009-0000-9416-680X

OpenAlex ID: A5079403120

Global Vision Transformer Pruning with Hessian-Aware Saliency

2023 · Huanrui Yang, Hongxu Yin, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 103

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Generalized Trajectory Scoring for End-to-end Multimodal Planning

2025 · Li, Zhenxin, Yao, Wenhao, et al. · arXiv (Cornell University) · 73

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When to Prune? A Policy towards Early Structural Pruning

2022 · Maying Shen, Pavlo Molchanov, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 63

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Structural Pruning Via Latency-Saliency Knapsack

2022 · Maying Shen, Hongxu Yin, et al. · neural information processing systems · 33

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Anomaly detection based on Nearest Neighbor search with Locality-Sensitive B-tree

2018 · Maying Shen, Xinghao Jiang, et al. · Neurocomputing · 20

Soft Masking for Cost-Constrained Channel Pruning

2022 · Ryan Humble, Maying Shen, et al. · Lecture notes in computer science · 16

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HALP: Hardware-Aware Latency Pruning

2021 · Shen, Maying, Yin, Hongxu, et al. · arXiv (Cornell University) · 15

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Adaptive Sharpness-Aware Pruning for Robust Sparse Networks

2023 · Bair, Anna, Yin, Hongxu, et al. · arXiv (Cornell University) · 10

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MDP: Multidimensional Vision Model Pruning with Latency Constraint

2025 · Xinglong Sun, Barath Lakshmanan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 7

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Multi-Dimensional Pruning: Joint Channel, Layer and Block Pruning with Latency Constraint

2024 · Sun, Xinglong, Lakshmanan, Barath, et al. · arXiv (Cornell University) · 5

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Step Out and Seek Around: On Warm-Start Training with Incremental Data

2024 · Shen, Maying, Yin, Hongxu, et al. · arXiv (Cornell University) · 5

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DriveCritic: Towards Context-Aware, Human-Aligned Evaluation for Autonomous Driving with Vision-Language Models

2026 · Jingyu Song, Zhenxin Li, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 4

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Crowd counting estimation in video surveillance based on linear regression function

2016 · Maying Shen, Tanfeng Sun, et al. · International Congress on Image and Signal Processing (CISP) · 4

Hardware-Aware Latency Pruning for Real-Time 3D Object Detection

2023 · Maying Shen, Lei Mao, et al. · IEEE Intelligent Vehicles Symposium · 3

Optimal Quantization using Scaled Codebook

2021 · Yerlan Idelbayev, Pavlo Molchanov, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3

PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models

2025 · Jenny Schmalfuss, Nadine Chang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2

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Large Discrete Policy: Advancing Explicit Behavior Modeling with Stochastic Iterative Scoring

2026 · Li, Zhenxin, Chang, Nadine, et al. · arXiv (Cornell University) · 1

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Mitigating Multimodal Hallucinations via Gradient-based Self-Reflection

2025 · Wang, Shan, Shen, Maying, et al. · arXiv (Cornell University) · 1

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SSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data Assimilation

2025 · Maying Shen, Nadine Chang, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 1

Advancing Weight and Channel Sparsification with Enhanced Saliency

2025 · Xinglong Sun, Maying Shen, et al. · IEEE Winter Conference on Applications of Computer Vision · 1

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