Zhenhao He

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Recommendation Systems

Neural Architecture

Agglomerative Hierarchical Clustering

Top Venues

IEEE Signal Process. Lett.

Publications

Rongdi Wang, Hao Wang, Zhenhao He, Jianchao Zhu, Haiqiang Zuo
A novel real-time pixel-level road crack segmentation network. J. Real Time Image Process. 21 (3) (2024)
Zhenhao He, Dario Korolija, Yu Zhu, Benjamin Ramhorst, Tristan Laan, Lucian Petrica, Michaela Blott, Gustavo Alonso
ACCL+: an FPGA-Based Collective Engine for Distributed Applications. OSDI (2024)
Zhenhao He, Dario Korolija, Yu Zhu, Benjamin Ramhorst, Tristan Laan, Lucian Petrica, Michaela Blott, Gustavo Alonso
ACCL+: an FPGA-Based Collective Engine for Distributed Applications. CoRR (2023)
Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cédric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso
Co-design Hardware and Algorithm for Vector Search. SC (2023)
Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cédric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso
Co-design Hardware and Algorithm for Vector Search. CoRR (2023)
Hongjing Huang, Zeke Wang, Jie Zhang, Zhenhao He, Chao Wu, Jun Xiao, Gustavo Alonso
Shuhai: A Tool for Benchmarking High Bandwidth Memory on FPGAs. IEEE Trans. Computers 71 (5) (2022)
David 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
Enzian: an open, general, CPU/FPGA platform for systems software research. ASPLOS (2022)
Zhenhao He, Daniele Parravicini, Lucian Petrica, Kenneth O'Brien, Gustavo Alonso, Michaela Blott
ACCL: FPGA-Accelerated Collectives over 100 Gbps TCP-IP. H2RC@SC (2021)
Yu Zhu, Zhenhao He, Wenqi Jiang, Kai Zeng, Jingren Zhou, Gustavo Alonso
Distributed Recommendation Inference on FPGA Clusters. FPL (2021)
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
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions. MLSys (2021)
Wenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso
FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters. KDD (2021)
Zhenhao He, Dario Korolija, Gustavo Alonso
EasyNet: 100 Gbps Network for HLS. FPL (2021)
Yong Guo, Yongsheng Luo, Zhenhao He, Jin Huang, Jian Chen
Hierarchical Neural Architecture Search for Single Image Super-Resolution. CoRR (2020)
Yong Guo, Yongsheng Luo, Zhenhao He, Jin Huang, Jian Chen
Hierarchical Neural Architecture Search for Single Image Super-Resolution. IEEE Signal Process. Lett. 27 (2020)
Zhenhao He, Jiachun Wang, Jian Chen
Task-Oriented Dialog Generation with Enhanced Entity Representation. INTERSPEECH (2020)
Zhenhao He, Zeke Wang, Gustavo Alonso
BiS-KM: Enabling Any-Precision K-Means on FPGAs. FPGA (2020)
Zhenhao He, Yuhong He, Qingyao Wu, Jian Chen
Fg2seq: Effectively Encoding Knowledge for End-To-End Task-Oriented Dialog. ICASSP (2020)
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
MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions. CoRR (2020)
Catalina Álvarez, Zhenhao He, Gustavo Alonso, Ankit Singla
Specializing the network for scatter-gather workloads. SoCC (2020)
Zhenhao He, David Sidler, Zsolt István, Gustavo Alonso
A Flexible K-Means Operator for Hybrid Databases. FPL (2018)