A Flexible K-Means Operator for Hybrid Databases. - Zhenhao He; David Sidler; Zsolt István; Gustavo Alonso (FPL, 2018)

Specializing the network for scatter-gather workloads. - Catalina Álvarez; Zhenhao He; Gustavo Alonso; Ankit Singla (SoCC, 2020)

BiS-KM: Enabling Any-Precision K-Means on FPGAs. - Zhenhao He; Zeke Wang; Gustavo Alonso (FPGA, 2020)

Fg2seq: Effectively Encoding Knowledge for End-To-End Task-Oriented Dialog. - Zhenhao He; Yuhong He; Qingyao Wu; Jian Chen 011 (ICASSP, 2020)

Task-Oriented Dialog Generation with Enhanced Entity Representation. - Zhenhao He; Jiachun Wang; Jian Chen 011 (INTERSPEECH, 2020)

MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions. - Wenqi Jiang 001; Zhenhao He; Shuai Zhang 007; Thomas B. Preußer; Kai Zeng 002; Liang Feng; Jiansong Zhang 001; Tongxuan Liu; Yong Li 020; Jingren Zhou 001; Ce Zhang 001; Gustavo Alonso (CoRR, 2020)

Hierarchical Neural Architecture Search for Single Image Super-Resolution. - Yong Guo; Yongsheng Luo; Zhenhao He; Jin Huang 003; Jian Chen 011 (IEEE Signal Process. Lett., 2020)

EasyNet: 100 Gbps Network for HLS. - Zhenhao He; Dario Korolija; Gustavo Alonso (FPL, 2021)

Distributed Recommendation Inference on FPGA Clusters. - Yu Zhu; Zhenhao He; Wenqi Jiang 001; Kai Zeng 002; Jingren Zhou 001; Gustavo Alonso (FPL, 2021)

ACCL: FPGA-Accelerated Collectives over 100 Gbps TCP-IP. - Zhenhao He; Daniele Parravicini; Lucian Petrica; Kenneth O'Brien; Gustavo Alonso; Michaela Blott (H2RC@SC, 2021)

FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters. - Wenqi Jiang 001; Zhenhao He; Shuai Zhang 007; Kai Zeng 002; Liang Feng; Jiansong Zhang 001; Tongxuan Liu; Yong Li 020; Jingren Zhou 001; Ce Zhang 001; Gustavo Alonso (KDD, 2021)

MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions. - Wenqi Jiang 001; Zhenhao He; Shuai Zhang 007; Thomas B. Preußer; Kai Zeng 002; Liang Feng; Jiansong Zhang 001; Tongxuan Liu; Yong Li 020; Jingren Zhou 001; Ce Zhang 001; Gustavo Alonso (MLSys, 2021)

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; et al. (ASPLOS, 2022)

Shuhai: A Tool for Benchmarking High Bandwidth Memory on FPGAs. - Hongjing Huang; Zeke Wang; Jie Zhang 081; Zhenhao He; Chao Wu 001; Jun Xiao 001; Gustavo Alonso (IEEE Trans. Computers, 2022)

Co-design Hardware and Algorithm for Vector Search. - Wenqi Jiang 001; Shigang Li 002; Yu Zhu; Johannes de Fine Licht; Zhenhao He; Runbin Shi; Cédric Renggli; Shuai Zhang 007; Theodoros Rekatsinas; Torsten Hoefler; Gustavo Alonso (SC, 2023)

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 (OSDI, 2024)

Distributed Computing with Specialized Hardware in the Data Center. - Zhenhao He (2024)

A novel real-time pixel-level road crack segmentation network. - Rongdi Wang; Hao Wang 138; Zhenhao He; Jianchao Zhu; Haiqiang Zuo (J. Real Time Image Process., 2024)

Staleness-Reduction Mini-Batch K-Means. - Xueying Zhu; Jie Sun 017; Zhenhao He; Jiantong Jiang; Zeke Wang (IEEE Trans. Neural Networks Learn. Syst., 2024)