Jiachen Mao

21 papers A* 3A 4B 1C 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
FIITED: Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems.
IEEE Trans. Computers
Qinyi Luo, Penghan Wang, Wei Zhang, Fan Lai, Jiachen Mao, Xiaohan Wei, Jun Song, Wei-Yu Tsai, Shuai Yang, Yuxi Hu, Xuehai Qian
2024 J jnl
Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems.
CoRR
Qinyi Luo, Penghan Wang, Wei Zhang, Fan Lai, Jiachen Mao, Xiaohan Wei, Jun Song, Wei-Yu Tsai, Shuai Yang, Yuxi Hu, Xuehai Qian
2022 J jnl
Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks.
ACM Trans. Embed. Comput. Syst.
Jiachen Mao, Qing Yang, Ang Li, Kent W. Nixon, Hai Li, Yiran Chen
2021 J jnl
Dynamic Regularization on Activation Sparsity for Neural Network Efficiency Improvement.
ACM J. Emerg. Technol. Comput. Syst.
Qing Yang, Jiachen Mao, Zuoguan Wang, Hai (Helen) Li
2021 J jnl
TPrune: Efficient Transformer Pruning for Mobile Devices.
ACM Trans. Cyber Phys. Syst.
Jiachen Mao, Huanrui Yang, Ang Li, Hai Li, Yiran Chen
2020 — —
Efficient Neural Network Based Systems on Mobile and Cloud Platforms.
Jiachen Mao
2020 J jnl
Planning Low-carbon Distributed Power Systems: Evaluating the Role of Energy Storage.
CoRR
Jiachen Mao, Mehdi Jafari, Audun Botterud
2019 B conf
DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement.
ICTAI
Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li
2019 J jnl
DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement.
CoRR
Qing Yang, Jiachen Mao, Zuoguan Wang, Hai Li
2019 A* conf
HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array.
HPCA
Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2019 J jnl
HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array.
CoRR
Linghao Song, Jiachen Mao, Youwei Zhuo, Xuehai Qian, Hai Li, Yiran Chen
2019 A* conf
MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications.
DAC
Jiachen Mao, Qing Yang, Ang Li, Hai Helen Li, Yiran Chen
2019 — conf
NeuralHMC: an efficient HMC-based accelerator for deep neural networks.
ASP-DAC
Chuhan Min, Jiachen Mao, Hai Li, Yiran Chen
2018 — conf
Running sparse and low-precision neural network: When algorithm meets hardware.
ASP-DAC
Bing Li, Wei Wen, Jiachen Mao, Sicheng Li, Yiran Chen, Hai Helen Li
2018 A conf
SPN dash: fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting.
ICCAD
Kent W. Nixon, Jiachen Mao, Juncheng Shen, Huanrui Yang, Hai (Helen) Li, Yiran Chen
2017 A conf
AdaLearner: An adaptive distributed mobile learning system for neural networks.
ICCAD
Jiachen Mao, Zhuwei Qin, Zirui Xu, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017 A conf
MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs.
ICCAD
Jiachen Mao, Zhongda Yang, Wei Wen, Chunpeng Wu, Linghao Song, Kent W. Nixon, Xiang Chen, Hai Li, Yiran Chen
2017 A conf
MoDNN: Local distributed mobile computing system for Deep Neural Network.
DATE
Jiachen Mao, Xiang Chen, Kent W. Nixon, Christopher D. Krieger, Yiran Chen
2016 J jnl
Energy load superposition and spatial optimization in urban design: A case study.
Comput. Environ. Urban Syst.
Ying Ji, Peng Xu, Yunyang Ye, Xing Lu, Jiachen Mao
2016 C conf
MORPh: mobile OLED power friendly camera system.
RSP
Xiang Chen, Jiachen Mao, Kent W. Nixon, Yiran Chen
2016 A* conf
MORPh: mobile OLED-friendly recording and playback system for low power video streaming.
DAC
Xiang Chen, Jiachen Mao, Jiafei Gao, Kent W. Nixon, Yiran Chen