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Zhenhao He
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2020 – today
- 2024
- [b1]Zhenhao He:
Distributed Computing with Specialized Hardware in the Data Center. ETH Zurich, Zürich, Switzerland, 2024 - [j4]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): 76 (2024) - [j3]Xueying Zhu
Staleness-Reduction Mini-Batch K-Means. IEEE Trans. Neural Networks Learn. Syst. 35(10): 14424-14436 (2024) - [c13]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: 211-231 - 2023
- [c12]Wenqi Jiang
Co-design Hardware and Algorithm for Vector Search. SC 2023: 87:1-87:15 - [i4]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 abs/2306.11182 (2023) - [i3]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 abs/2312.11742 (2023) - 2022
- [j2]Hongjing Huang, Zeke Wang
Shuhai: A Tool for Benchmarking High Bandwidth Memory on FPGAs. IEEE Trans. Computers 71(5): 1133-1144 (2022) - [c11]David A. Cock
Enzian: an open, general, CPU/FPGA platform for systems software research. ASPLOS 2022: 434-451 - 2021
- [c10]Zhenhao He, Dario Korolija, Gustavo Alonso:
EasyNet: 100 Gbps Network for HLS. FPL 2021: 197-203 - [c9]Yu Zhu, Zhenhao He, Wenqi Jiang, Kai Zeng, Jingren Zhou, Gustavo Alonso:
Distributed Recommendation Inference on FPGA Clusters. FPL 2021: 279-285 - [c8]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: 33-43 - [c7]Wenqi Jiang, Zhenhao He, Shuai Zhang
FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters. KDD 2021: 3097-3105 - [c6]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 - 2020
- [j1]Yong Guo
Hierarchical Neural Architecture Search for Single Image Super-Resolution. IEEE Signal Process. Lett. 27: 1255-1259 (2020) - [c5]Catalina Álvarez, Zhenhao He, Gustavo Alonso, Ankit Singla:
Specializing the network for scatter-gather workloads. SoCC 2020: 267-280 - [c4]Zhenhao He, Zeke Wang, Gustavo Alonso:
BiS-KM: Enabling Any-Precision K-Means on FPGAs. FPGA 2020: 233-243 - [c3]Zhenhao He, Yuhong He, Qingyao Wu, Jian Chen:
Fg2seq: Effectively Encoding Knowledge for End-To-End Task-Oriented Dialog. ICASSP 2020: 8029-8033 - [c2]Zhenhao He, Jiachun Wang, Jian Chen:
Task-Oriented Dialog Generation with Enhanced Entity Representation. INTERSPEECH 2020: 3905-3909 - [i2]Yong Guo, Yongsheng Luo, Zhenhao He, Jin Huang, Jian Chen:
Hierarchical Neural Architecture Search for Single Image Super-Resolution. CoRR abs/2003.04619 (2020) - [i1]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 abs/2010.05894 (2020)
2010 – 2019
- 2018
- [c1]Zhenhao He, David Sidler, Zsolt István, Gustavo Alonso:
A Flexible K-Means Operator for Hybrid Databases. FPL 2018: 368-371
Coauthor Index
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