Fast video facial expression recognition by deeply tensor-compressed LSTM neural network on mobile device. - Peining Zhen; Bin Liu; Yuan Cheng; Hai-Bao Chen; Hao Yu 001 (SEC, 2019)

Learning Enriched Features for Video Denoising with Convolutional Neural Network. - Xianfeng Tang; Peining Zhen; Ming Kang 003; Hang Yi; Wei Wang; Hai-Bao Chen (APCCAS, 2020)

An Anomaly Comprehension Neural Network for Surveillance Videos on Terminal Devices. - Yuan Cheng; Guangtai Huang; Peining Zhen; Bin Liu; Hai-Bao Chen; Ngai Wong 001; Hao Yu 001 (DATE, 2020)

ABCD: A Compact Object Detector Based on Channel Quantization and Tensor Decomposition. - Bingyi Zhang; Peining Zhen; Junyan Yang; Saisai Niu; Hang Yi; Hai-Bao Chen (ICCE-Berlin, 2020)

Fast Video Facial Expression Recognition by a Deeply Tensor-Compressed LSTM Neural Network for Mobile Devices. - Peining Zhen; Hai-Bao Chen; Yuan Cheng; Zhigang Ji; Bin Liu; Hao Yu 001 (ACM Trans. Internet Things, 2021)

Deeply Tensor Compressed Transformers for End-to-End Object Detection. - Peining Zhen; Ziyang Gao; Tianshu Hou; Yuan Cheng; Hai-Bao Chen (AAAI, 2022)

FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation. - Yuan Cheng; Rui Lin; Peining Zhen; Tianshu Hou; Chiu Wa Ng; Hai-Bao Chen; Hao Yu 001; Ngai Wong 001 (WACV, 2022)

Multilayer Perceptron Based Stress Evolution Analysis under DC Current Stressing for Multi-segment Wires. - Tianshu Hou; Peining Zhen; Ngai Wong 001; Quan Chen 007; Guoyong Shi; Shuqi Wang; Hai-Bao Chen (CoRR, 2022)

HFOD: A hardware-friendly quantization method for object detection on embedded FPGAs. - Fei Zhang; Ziyang Gao; Jiaming Huang; Peining Zhen; Hai-Bao Chen; Jie Yan (IEICE Electron. Express, 2022)

SVM Based Intrusion Detection Method with Nonlinear Scaling and Feature Selection. - Fei Zhang; Peining Zhen; Dishan Jing; Xiaotang Tang; Hai-Bao Chen; Jie Yan (IEICE Trans. Inf. Syst., 2022)

Towards Accurate Oriented Object Detection in Aerial Images with Adaptive Multi-level Feature Fusion. - Peining Zhen; Shuqi Wang; Suming Zhang; Xiaotao Yan; Wei Wang; Zhigang Ji; Hai-Bao Chen (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Multilayer Perceptron-Based Stress Evolution Analysis Under DC Current Stressing for Multisegment Wires. - Tianshu Hou; Peining Zhen; Ngai Wong 001; Quan Chen 007; Guoyong Shi; Shuqi Wang; Hai-Bao Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Toward Compact Transformers for End-to-End Object Detection With Decomposed Chain Tensor Structure. - Peining Zhen; Xiaotao Yan; Wei Wang; Tianshu Hou; Hao Wei; Hai-Bao Chen (IEEE Trans. Circuits Syst. Video Technol., 2023)

A Deep Learning Framework for Solving Stress-based Partial Differential Equations in Electromigration Analysis. - Tianshu Hou; Peining Zhen; Zhigang Ji; Hai-Bao Chen (ACM Trans. Design Autom. Electr. Syst., 2023)

A Highly Compressed Accelerator With Temporal Optical Flow Feature Fusion and Tensorized LSTM for Video Action Recognition on Terminal Device. - Peining Zhen; Xiaotao Yan; Wei Wang; Hao Wei; Hai-Bao Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

MemATr: An Efficient and Lightweight Memory-augmented Transformer for Video Anomaly Detection. - Jingjing Chang; Peining Zhen; Xiaotao Yan; Yixin Yang 004; Ziyang Gao; Haibao Chen (ACM Trans. Embed. Comput. Syst., 2025)