Pengfei Zhang

Huzhou University — China

Computer Science · Physical Sciences

12h-index2.8kcitations23works2.02yr avg
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Research Topics

Human Pose and Action Recognition(13), Anomaly Detection Techniques and Applications(8), Gait Recognition and Analysis(7), Hand Gesture Recognition Systems(6), Multimodal Machine Learning Applications(4)

Publications23 total

The Impact of ESG Levels on Equity Asset Pricing: An Analysis Based on Multi-Factor and Extended Models
Journal of Business and Economic Research·2025
Improving hydraulic conductivity prediction of bentonite using machine learning with generative adversarial network-based data augmentation
Construction and Building Materials·2025· 4 cited
More is Less – Byte-quantized models are faster than bit-quantized models on the edge
2022 IEEE International Conference on Big Data (Big Data)·2022· 2 cited
Everest: A Top-K Deep Video Analytics System
Proceedings of the 2022 International Conference on Management of Data·2022· 3 cited
Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition
arXiv (Cornell University)·2021· 3 citedOpen Access
Face.evoLVe: A High-Performance Face Recognition Library
arXiv (Cornell University)·2021· 27 citedOpen Access
Operations management
2021· 6 cited
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition
2020· 620 cited
Navigation Command Matching for Vision-based Autonomous Driving
2020· 7 cited
Top-K Deep Video Analytics: A Probabilistic Approach
arXiv (Cornell University)·2020· 1 citedOpen Access
Social-aware Pedestrian Trajectory Prediction via States Refinement LSTM
IEEE Transactions on Pattern Analysis and Machine Intelligence·2020· 63 cited
AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy
2019· 45 cited
Multi-Stream Single Shot Spatial-Temporal Action Detection
2019· 2 cited
Multi-Stream Single Shot Spatial-Temporal Action Detection
arXiv (Cornell University)·2019Open Access
SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction
2019· 535 cited
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition
arXiv (Cornell University)·2019· 42 citedOpen Access
View Adaptive Neural Networks for High Performance Skeleton-Based Human Action Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence·2019· 510 cited
Adding Attentiveness to the Neurons in Recurrent Neural Networks
arXiv (Cornell University)·2018· 8 citedOpen Access
View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition
arXiv (Cornell University)·2018· 27 citedOpen Access
Adding Attentiveness to the Neurons in Recurrent Neural Networks
Lecture notes in computer science·2018· 95 cited
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Frequent Co-authors

Jianru Xue(12), Nanning Zheng(11), Cuiling Lan(9), Wenjun Zeng(9), Junliang Xing(7), Yu Cao(4), Benyuan Liu(4), Wanli Ouyang(3), Chenxia Han(3), Eric Lo(3), Pu Zhang(2), Zhanning Gao(2), Ziliang Lai(2), Chris Liu(2), Ben Kao(2), Tong Sun(1), Jia Wang(1), Degang Wang(1), Dechun Wang(1), Ning Zhang(1)