Adaptive neural networks for edge intelligence

by Kong, Hao
Published 2023

EdgeNAS: discovering efficient neural architectures for edge systems

by Luo, Xiangzhong, Liu, Di, Kong, Hao, Liu, Weichen
Published 2023

Bringing AI to edge : from deep learning's perspective

by Liu, Di, Kong, Hao, Luo, Xiangzhong, Liu, Weichen, Subramaniam, Ravi
Published 2022

HACScale : hardware-aware compound scaling for resource-efficient DNNs

by Kong, Hao, Liu, Di, Luo, Xiangzhong, Liu, Weichen, Subramaniam, Ravi
Published 2022

Work-in-progress: what to expect of early training statistics? An investigation on hardware-aware neural architecture search

by Luo, Xiangzhong, Liu, Di, Kong, Hao, Huai, Shuo, Chen, Hui, Liu, Weichen
Published 2023

SurgeNAS: a comprehensive surgery on hardware-aware differentiable neural architecture search

by Luo, Xiangzhong, Liu, Di, Kong, Hao, Huai, Shuo, Chen, Hui, Liu, Weichen
Published 2023

Designing efficient DNNs via hardware-aware neural architecture search and beyond

by Luo, Xiangzhong, Liu, Di, Huai, Shuo, Kong, Hao, Chen, Hui, Liu, Weichen
Published 2022

You only search once: on lightweight differentiable architecture search for resource-constrained embedded platforms

by Luo, Xiangzhong, Liu, Di, Kong, Hao, Huai, Shuo, Chen, Hui, Liu, Weichen
Published 2023

Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization

by Huai, Shuo, Liu, Di, Kong, Hao, Liu, Weichen, Subramaniam, Ravi, Makaya, Christian, Lin, Qian
Published 2023

Collate: collaborative neural network learning for latency-critical edge systems

by Huai, Shuo, Liu, Di, Kong, Hao, Luo, Xiangzhong, Liu, Weichen, Subramaniam, Ravi, Makaya, Christian, Lin, Qian
Published 2023

EvoLP: self-evolving latency predictor for model compression in real-time edge systems

by Huai, Shuo, Kong, Hao, Li, Shiqing, Luo, Xiangzhong, Subramaniam, Ravi, Makaya, Christian, Lin, Qian, Liu, Weichen
Published 2023

CRIMP: compact & reliable DNN inference on in-memory processing via crossbar-aligned compression and non-ideality adaptation

by Huai, Shuo, Kong, Hao, Luo, Xiangzhong, Li, Shiqing, Subramaniam, Ravi, Makaya, Christian, Lin, Qian, Liu, Weichen
Published 2023

On hardware-aware design and optimization of edge intelligence

by Huai, Shuo, Kong, Hao, Luo, Xiangzhong, Liu, Di, Subramaniam, Ravi, Makaya, Christian, Lin, Qian, Liu, Weichen
Published 2023

Smart scissor: coupling spatial redundancy reduction and CNN compression for embedded hardware

by Kong, Hao, Liu, Di, Huai, Shuo, Luo, Xiangzhong, Liu, Weichen, Subramaniam, Ravi, Makaya, Christian, Lin, Qian
Published 2023

Towards efficient convolutional neural network for embedded hardware via multi-dimensional pruning

by Kong, Hao, Liu, Di, Luo, Xiangzhong, Huai, Shuo, Subramaniam, Ravi, Makaya, Christian, Lin, Qian, Liu, Weichen
Published 2023

EdgeCompress: coupling multi-dimensional model compression and dynamic inference for EdgeAI

by Kong, Hao, Liu, Di, Huai, Shuo, Luo, Xiangzhong, Subramaniam, Ravi, Makaya, Christian, Lin, Qian, Liu, Weichen
Published 2023

EMNAPE: efficient multi-dimensional neural architecture pruning for EdgeAI

by Kong, Hao, Luo, Xiangzhong, Huai, Shuo, Liu, Di, Subramaniam, Ravi, Makaya, Christian, Lin, Qian, Liu, Weichen
Published 2023

Predicting AAK1/GAK dual-target inhibitor against SARS-CoV-2 viral entry into host cells: an in silico approach / Xavier Chee Wezen ...[et.al.]

by Wezen, Xavier Chee, Clement, Sim Jun Wen, Yung Ping, Lilian Siaw, Yeong, Kah Ho, Qing, Kong Hao, Ha, Christopher, San, Hwang Siaw
Published 2021

Hierarchical nano-to-molecular disassembly of boron dipyrromethene nanoparticles for enhanced tumor penetration and activatable photodynamic therapy

by Zhang, Yonghe, Zhao, Ruibo, Liu, Jia, Kong, Hao, Zhang, Kebiao, Zhang, Yuan-Ning, Kong, Xiangdong, Zhang, Quan, Zhao, Yanli
Published 2022

Antiviral activity of ST081006 against the dengue virus

by Lee, Jing Kai, Chui, Jane Li Min, Lee, Regina Ching Hua, Kong, Hao Yuin, Chin, Wei-Xin, Chu, Justin Jang Hann
Published 2020