Zhenhao He

According to our database, Zhenhao He authored at least 19 papers between 2018 and 2024.

Collaborative distances:

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

2024

Staleness-Reduction Mini-Batch K-Means.

Xueying Zhu, Jie Sun, Zhenhao He, Jiantong Jiang, Zeke Wang

IEEE Trans. Neural Networks Learn. Syst., October, 2024

A novel real-time pixel-level road crack segmentation network.

Rongdi Wang, Hao Wang, Zhenhao He, Jianchao Zhu, Haiqiang Zuo

J. Real Time Image Process., May, 2024

Distributed Computing with Specialized Hardware in the Data Center.

Zhenhao He

PhD thesis, 2024

ACCL+: an FPGA-Based Collective Engine for Distributed Applications.

Zhenhao He, Dario Korolija, Yu Zhu, Benjamin Ramhorst, Tristan Laan, Lucian Petrica, Michaela Blott, Gustavo Alonso

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

2023

Co-design Hardware and Algorithm for Vector Search.

Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cédric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso

Proceedings of the International Conference for High Performance Computing, 2023

2022

Shuhai: A Tool for Benchmarking High Bandwidth Memory on FPGAs.

Hongjing Huang, Zeke Wang, Jie Zhang, Zhenhao He, Chao Wu, Jun Xiao, Gustavo Alonso

IEEE Trans. Computers, 2022

Enzian: an open, general, CPU/FPGA platform for systems software research.

David A. Cock, Abishek Ramdas, Daniel Schwyn, Michael Giardino, Adam Turowski, Zhenhao He, Nora Hossle, Dario Korolija, Melissa Licciardello, Kristina Martsenko, Reto Achermann, Gustavo Alonso, Timothy Roscoe

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions.

Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters.

Wenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

ACCL: FPGA-Accelerated Collectives over 100 Gbps TCP-IP.

Zhenhao He, Daniele Parravicini, Lucian Petrica, Kenneth O'Brien, Gustavo Alonso, Michaela Blott

Proceedings of the IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing, 2021

Distributed Recommendation Inference on FPGA Clusters.

Yu Zhu, Zhenhao He, Wenqi Jiang, Kai Zeng, Jingren Zhou, Gustavo Alonso

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

EasyNet: 100 Gbps Network for HLS.

Zhenhao He, Dario Korolija, Gustavo Alonso

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

2020

Hierarchical Neural Architecture Search for Single Image Super-Resolution.

Yong Guo, Yongsheng Luo, Zhenhao He, Jin Huang, Jian Chen

IEEE Signal Process. Lett., 2020

MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions.

Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso

CoRR, 2020

Task-Oriented Dialog Generation with Enhanced Entity Representation.

Zhenhao He, Jiachun Wang, Jian Chen

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Fg2seq: Effectively Encoding Knowledge for End-To-End Task-Oriented Dialog.

Zhenhao He, Yuhong He, Qingyao Wu, Jian Chen

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

BiS-KM: Enabling Any-Precision K-Means on FPGAs.

Zhenhao He, Zeke Wang, Gustavo Alonso

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

Specializing the network for scatter-gather workloads.

Catalina Álvarez, Zhenhao He, Gustavo Alonso, Ankit Singla

Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020

2018

A Flexible K-Means Operator for Hybrid Databases.

Zhenhao He, David Sidler, Zsolt István, Gustavo Alonso

Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018