Tunhou Zhang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 23

Top Topics

Neural Architecture

Effective Pruning

Top Venues

Publications

Tunhou Zhang, Feng Yan, Hai Helen Li, Yiran Chen
Peeking Behind the Curtains of Residual Learning. CoRR (2024)
Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Tunhou Zhang, Jiang Hu, Yiran Chen
Toward Fully Automated Machine Learning for Routability Estimator Development. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (3) (2024)
Hao Fu, Tunhou Zhang, Hai Li, Yiran Chen
Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS. CoRR (2024)
Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen
CSCO: Connectivity Search of Convolutional Operators. CoRR (2024)
Yufan Cao, Tunhou Zhang, Wei Wen, Feng Yan, Hai Li, Yiran Chen
Farthest Greedy Path Sampling for Two-shot Recommender Search. CoRR (2023)
Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. CoRR (2023)
Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen
: Joint Point Interaction-Dimension Search for 3D Point Cloud. WACV (2023)
Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. WWW (2023)
Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen
DistDNAS: Search Efficient Feature Interactions within 2 Hours. CoRR (2023)
Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. IJCAI (2023)
Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. CoRR (2022)
Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen
PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud. CoRR (2022)
Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen
Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data. CoRR (2022)
Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen
Towards collaborative intelligence: routability estimation based on decentralized private data. DAC (2022)
Yiran Chen, Ang Li, Huanrui Yang, Tunhou Zhang, Yuewei Yang, Hai Li, Suman Banerjee, Miroslav Pajic
AI-Powered IoT System at the Edge. CogMI (2021)
Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen
NASGEM: Neural Architecture Search via Graph Embedding Method. AAAI (2021)
Chen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
Automatic Routability Predictor Development Using Neural Architecture Search. ICCAD (2021)
Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. AAAI (2020)
Hsin-Pai Cheng, Tunhou Zhang, Shiyu Li, Feng Yan, Meng Li, Vikas Chandra, Hai Helen Li, Yiran Chen
NASGEM: Neural Architecture Search via Graph Embedding Method. CoRR (2020)
Jingyu Pan, Chen-Chia Chang, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
Automatic Routability Predictor Development Using Neural Architecture Search. CoRR (2020)
Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen
AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture. CoRR (2019)
Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Harris Teague, Yiran Chen, Hai Li
MSNet: Structural Wired Neural Architecture Search for Internet of Things. ICCV Workshops (2019)
Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Shiyu Li, Harris Teague, Hai Helen Li, Yiran Chen
SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures. CoRR (2019)