Jiachen Mao

According to our database, Jiachen Mao authored at least 18 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems.

Qinyi Luo, Penghan Wang, Wei Zhang, Fan Lai, Jiachen Mao, Xiaohan Wei, Jun Song, Wei-Yu Tsai, Shuai Yang, Yuxi Hu, Xuehai Qian

CoRR, 2024

2022

Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks.

Jiachen Mao, Qing Yang, Ang Li, Kent W. Nixon, Hai Li, Yiran Chen

ACM Trans. Embed. Comput. Syst., 2022

2021

TPrune: Efficient Transformer Pruning for Mobile Devices.

Jiachen Mao, Huanrui Yang, Ang Li, Hai Li, Yiran Chen

ACM Trans. Cyber Phys. Syst., 2021

Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement.

Qing Yang, Jiachen Mao, Zuoguan Wang, Hai (Helen) Li

ACM J. Emerg. Technol. Comput. Syst., 2021

2020

Efficient Neural Network Based Systems on Mobile and Cloud Platforms.

Jiachen Mao

PhD thesis, 2020

Planning Low-carbon Distributed Power Systems: Evaluating the Role of Energy Storage.

Jiachen Mao, Mehdi Jafari, Audun Botterud

CoRR, 2020

2019

DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement.

Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array.

Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen

Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications.

Jiachen Mao, Qing Yang, Ang Li, Hai Helen Li, Yiran Chen

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

NeuralHMC: an efficient HMC-based accelerator for deep neural networks.

Chuhan Min, Jiachen Mao, Hai Li, Yiran Chen

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

2018

SPN dash: fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting.

Kent W. Nixon, Jiachen Mao, Juncheng Shen, Huanrui Yang, Hai (Helen) Li, Yiran Chen

Proceedings of the International Conference on Computer-Aided Design, 2018

Running sparse and low-precision neural network: When algorithm meets hardware.

Bing Li, Wei Wen, Jiachen Mao, Sicheng Li, Yiran Chen, Hai Helen Li

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017

MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs.

Jiachen Mao, Zhongda Yang, Wei Wen, Chunpeng Wu, Linghao Song, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

AdaLearner: An adaptive distributed mobile learning system for neural networks.

Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

MoDNN: Local distributed mobile computing system for Deep Neural Network.

Jiachen Mao, Xiang Chen, Kent W. Nixon, Christopher D. Krieger, Yiran Chen

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016

Energy load superposition and spatial optimization in urban design: A case study.

Ying Ji, Peng Xu, Yunyang Ye, Xing Lu, Jiachen Mao

Comput. Environ. Urban Syst., 2016

MORPh: mobile OLED power friendly camera system.

Xiang Chen, Jiachen Mao, Kent W. Nixon, Yiran Chen

Proceedings of the 2016 International Symposium on Rapid System Prototyping, 2016

MORPh: mobile OLED-friendly recording and playback system for low power video streaming.

Xiang Chen, Jiachen Mao, Jiafei Gao, Kent W. Nixon, Yiran Chen

Proceedings of the 53rd Annual Design Automation Conference, 2016