Chunyan Ji

Fast Deep Learning Training through Intelligently Freezing Layers

Yi Pan, Xueli Xiao, Chunyan Ji, 2019, 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

PK-GCN: Prior Knowledge Assisted Image Classification using Graph Convolution Networks pdf

Yi Pan, Xueli Xiao, Chunyan Ji, 2020, ArXiv.

Gradient Amplification: An efficient way to train deep neural networks

Yi Pan, Sunitha Basodi, Chunyan Ji, 2020, Big Data Min. Anal..

Infant Sound Classification on Multi-stage CNNs with Hybrid Features and Prior Knowledge

Yi Pan, Xueli Xiao, Sunitha Basodi, 2020, Autonomous Infrastructure, Management and Security.

Infant Cry Classification with Graph Convolutional Networks

Bin Li, Chunyan Ji, Ming Chen, 2021, 2021 IEEE 6th International Conference on Computer and Communication Systems (ICCCS).

Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks pdf

Chunyan Ji, Yi Pan, Thosini Bamunu Mudiyanselage, 2021, ArXiv.

Efficient Hyperparameter Optimization in Deep Learning Using a Variable Length Genetic Algorithm pdf

Yi Pan, Ming Yan, Xueli Xiao, 2020, ArXiv.

Using Transfer Learning, SVM, and Ensemble Classification to Classify Baby Cries Based on Their Spectrogram Images

Yi Pan, Sunitha Basodi, Chunyan Ji, 2019, 2019 IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems Workshops (MASSW).

Infant Vocal Tract Development Analysis and Diagnosis by Cry Signals with CNN Age Classification

Chunyan Ji, Yi Pan, Chunyan Ji, 2021, 2021 International Conference on Speech Technology and Human-Computer Dialogue (SpeD).

A review of infant cry analysis and classification

Chunyan Ji, Thosini Bamunu Mudiyanselage, Yutong Gao, 2021, EURASIP Journal on Audio, Speech, and Music Processing.

Deep Learning for Asphyxiated Infant Cry Classification Based on Acoustic Features and Weighted Prosodic Features

Yi Pan, Xueli Xiao, Sunitha Basodi, 2019, 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData).

Fragment-pair based drug molecule solubility prediction through attention mechanism

Chunyan Ji, Yi Pan, Jianping Liu, 2023, Frontiers in pharmacology.

Evolutionary approach for message scheduling in optical Omega networks

Yi Pan, Xiaohua Jia, Xiaola Lin, 2002, Fifth International Conference on Algorithms and Architectures for Parallel Processing, 2002. Proceedings..