MSNet: Structural Wired Neural Architecture Search for Internet of Things. - Hsin-Pai Cheng; Tunhou Zhang; Yukun Yang 001; Feng Yan 001; Harris Teague; Yiran Chen 001; Hai Li 001 (ICCV Workshops, 2019)

SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures. - Hsin-Pai Cheng; Tunhou Zhang; Yukun Yang 001; Feng Yan 001; Shiyu Li 001; Harris Teague; Hai Helen Li; Yiran Chen 001 (CoRR, 2019)

AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. - Tunhou Zhang; Hsin-Pai Cheng; Zhenwen Li; Feng Yan 001; Chengyu Huang 001; Hai Helen Li; Yiran Chen 001 (AAAI, 2020)

NASGEM: Neural Architecture Search via Graph Embedding Method. - Hsin-Pai Cheng; Tunhou Zhang; Shiyu Li 001; Feng Yan 001; Meng Li 004; Vikas Chandra; Hai Helen Li; Yiran Chen 001 (CoRR, 2020)

NASGEM: Neural Architecture Search via Graph Embedding Method. - Hsin-Pai Cheng; Tunhou Zhang; Yixing Zhang; Shiyu Li 001; Feng Liang 001; Feng Yan 001; Meng Li 004; Vikas Chandra; Hai Li 001; Yiran Chen 001 (AAAI, 2021)

AI-Powered IoT System at the Edge. - Yiran Chen 001; Ang Li 005; Huanrui Yang; Tunhou Zhang; Yuewei Yang; Hai Li 001; Suman Banerjee 001; Miroslav Pajic (CogMI, 2021)

Automatic Routability Predictor Development Using Neural Architecture Search. - Chen-Chia Chang; Jingyu Pan; Tunhou Zhang; Zhiyao Xie; Jiang Hu; Weiyi Qi; Chung-Wei Lin; Rongjian Liang; Joydeep Mitra; Elias Fallon; Yiran Chen 001 (ICCAD, 2021)

Towards collaborative intelligence: routability estimation based on decentralized private data. - Jingyu Pan; Chen-Chia Chang; Zhiyao Xie; Ang Li 005; Minxue Tang; Tunhou Zhang; Jiang Hu; Yiran Chen 001 (DAC, 2022)

PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud. - Tunhou Zhang; Mingyuan Ma; Feng Yan 001; Hai Li 001; Yiran Chen 001 (CoRR, 2022)

LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. - Bhavna Gopal; Arjun Sridhar; Tunhou Zhang; Yiran Chen 001 (IJCAI, 2023)

: Joint Point Interaction-Dimension Search for 3D Point Cloud. - Tunhou Zhang; Mingyuan Ma; Feng Yan 001; Hai Li 001; Yiran Chen 001 (WACV, 2023)

NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. - Tunhou Zhang; Dehua Cheng; Yuchen He; Zhengxing Chen; Xiaoliang Dai; Liang Xiong; Feng Yan 001; Hai Li 001; Yiran Chen 001; Wei Wen (WWW, 2023)

Farthest Greedy Path Sampling for Two-shot Recommender Search. - Yufan Cao 002; Tunhou Zhang; Wei Wen; Feng Yan 001; Hai Li 001; Yiran Chen 001 (CoRR, 2023)

DistDNAS: Search Efficient Feature Interactions within 2 Hours. - Tunhou Zhang; Wei Wen; Igor Fedorov; Xi Liu; Buyun Zhang; Fangqiu Han; Wen-Yen Chen; Yiping Han; Feng Yan 001; Hai Li 001; Yiran Chen 001 (IEEE Big Data, 2024)

CSCO: Connectivity Search of Convolutional Operators. - Tunhou Zhang; Shiyu Li 001; Hsin-Pai Cheng; Feng Yan 001; Hai Li 001; Yiran Chen 001 (CVPR Workshops, 2024)

Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention. - Rengan Xu; Junjie Yang; Yifan Xu; Hong Li; Xing Liu; Devashish Shankar; Haoci Zhang; Meng Liu; Boyang Li; Yuxi Hu 001; Mingwei Tang; Zehua Zhang; et al. (RecSys, 2024)

Peeking Behind the Curtains of Residual Learning. - Tunhou Zhang; Feng Yan 001; Hai Helen Li; Yiran Chen 001 (CoRR, 2024)

Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS. - Hao Fu; Tunhou Zhang; Hai Li 001; Yiran Chen 001 (CoRR, 2024)

Toward Fully Automated Machine Learning for Routability Estimator Development. - Chen-Chia Chang; Jingyu Pan; Zhiyao Xie; Tunhou Zhang; Jiang Hu; Yiran Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems. - Feng Cheng; Tunhou Zhang; Junyao Zhang; Jonathan Hao-Cheng Ku; Yitu Wang; Xiaoxuan Yang 001; Hai Li 001; Yiran Chen 001 (ACM Great Lakes Symposium on VLSI, 2025)

Towards Automated Model Design on Recommender Systems. - Tunhou Zhang; Dehua Cheng; Yuchen He; Zhengxing Chen; Xiaoliang Dai; Liang Xiong; Yudong Liu; Feng Cheng; Yufan Cao 002; Feng Yan 001; Hai Li 001; Yiran Chen 001; et al. (Trans. Recomm. Syst., 2025)