Tunhou Zhang - RankMe

31 papers A* 5A 3B 1Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems. ACM Great Lakes Symposium on VLSI Feng Cheng, Tunhou Zhang, Junyao Zhang, Jonathan Hao-Cheng Ku, Yitu Wang, Xiaoxuan Yang, Hai Li, Yiran Chen
2025	J	`jnl`	AutoRAC: Automated Processing-in-Memory Accelerator Design for Recommender Systems. CoRR Feng Cheng, Tunhou Zhang, Junyao Zhang, Jonathan Hao-Cheng Ku, Yitu Wang, Xiaoxuan Yang, Hai Li, Yiran Chen
2025	J	`jnl`	Towards Automated Model Design on Recommender Systems. Trans. Recomm. Syst. Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2024	—	`conf`	CSCO: Connectivity Search of Convolutional Operators. CVPR Workshops Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen
2024	J	`jnl`	CSCO: Connectivity Search of Convolutional Operators. CoRR Tunhou Zhang, Shiyu Li, Hsin-Pai Cheng, Feng Yan, Hai Li, Yiran Chen
2024	J	`jnl`	Can Dense Connectivity Benefit Outlier Detection? An Odyssey with NAS. CoRR Hao Fu, Tunhou Zhang, Hai Li, Yiran Chen
2024	B	`conf`	DistDNAS: Search Efficient Feature Interactions within 2 Hours. IEEE Big Data Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen
2024	A	`conf`	Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention. RecSys Rengan Xu, Junjie Yang, Yifan Xu, Hong Li, Xing Liu, Devashish Shankar, Haoci Zhang, Meng Liu, Boyang Li, Yuxi Hu, Mingwei Tang, Zehua Zhang, Tunhou Zhang, Dai Li, Sijia Chen, Gian-Paolo Musumeci, Jiaqi Zhai, Bill Zhu, Hong Yan, Srihari Reddy
2024	J	`jnl`	Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention. CoRR Rengan Xu, Junjie Yang, Yifan Xu, Hong Li, Xing Liu, Devashish Shankar, Haoci Zhang, Meng Liu, Boyang Li, Yuxi Hu, Mingwei Tang, Zehua Zhang, Tunhou Zhang, Dai Li, Sijia Chen, Gian-Paolo Musumeci, Jiaqi Zhai, Bill Zhu, Hong Yan, Srihari Reddy
2024	J	`jnl`	Peeking Behind the Curtains of Residual Learning. CoRR Tunhou Zhang, Feng Yan, Hai Helen Li, Yiran Chen
2024	J	`jnl`	Toward Fully Automated Machine Learning for Routability Estimator Development. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Chen-Chia Chang, Jingyu Pan, Zhiyao Xie, Tunhou Zhang, Jiang Hu, Yiran Chen
2024	J	`jnl`	Towards Automated Model Design on Recommender Systems. CoRR Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2023	A	`conf`	: Joint Point Interaction-Dimension Search for 3D Point Cloud. WACV Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen
2023	J	`jnl`	DistDNAS: Search Efficient Feature Interactions within 2 Hours. CoRR Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen
2023	J	`jnl`	Farthest Greedy Path Sampling for Two-shot Recommender Search. CoRR Yufan Cao, Tunhou Zhang, Wei Wen, Feng Yan, Hai Li, Yiran Chen
2023	A*	`conf`	LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. IJCAI Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen
2023	J	`jnl`	LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search. CoRR Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen
2023	A*	`conf`	NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. WWW Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2022	J	`jnl`	NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. CoRR Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen
2022	J	`jnl`	PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud. CoRR Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen
2022	J	`jnl`	Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data. CoRR Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen
2022	A*	`conf`	Towards collaborative intelligence: routability estimation based on decentralized private data. DAC Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen
2021	—	`conf`	AI-Powered IoT System at the Edge. CogMI Yiran Chen, Ang Li, Huanrui Yang, Tunhou Zhang, Yuewei Yang, Hai Li, Suman Banerjee, Miroslav Pajic
2021	A	`conf`	Automatic Routability Predictor Development Using Neural Architecture Search. ICCAD Chen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
2021	A*	`conf`	NASGEM: Neural Architecture Search via Graph Embedding Method. AAAI Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen
2020	A*	`conf`	AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture. AAAI Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen
2020	J	`jnl`	Automatic Routability Predictor Development Using Neural Architecture Search. CoRR Jingyu Pan, Chen-Chia Chang, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang, Joydeep Mitra, Elias Fallon, Yiran Chen
2020	J	`jnl`	NASGEM: Neural Architecture Search via Graph Embedding Method. CoRR Hsin-Pai Cheng, Tunhou Zhang, Shiyu Li, Feng Yan, Meng Li, Vikas Chandra, Hai Helen Li, Yiran Chen
2019	J	`jnl`	AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture. CoRR Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li, Feng Yan, Chengyu Huang, Hai Helen Li, Yiran Chen
2019	—	`conf`	MSNet: Structural Wired Neural Architecture Search for Internet of Things. ICCV Workshops Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Harris Teague, Yiran Chen, Hai Li
2019	J	`jnl`	SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures. CoRR Hsin-Pai Cheng, Tunhou Zhang, Yukun Yang, Feng Yan, Shiyu Li, Harris Teague, Hai Helen Li, Yiran Chen