Hongkun Yu

University of Wisconsin–Madison — United States

Computer Science · Physical Sciences

13h-index1.4kcitations39works34.12yr avg
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Research Topics

Topic Modeling(10), Natural Language Processing Techniques(8), Advanced Electron Microscopy Techniques and Applications(5), Electron and X-Ray Spectroscopy Techniques(4), Electronic Packaging and Soldering Technologies(3)

Publications38 total

Cross-Platform Optimization and Benchmarking of the Lattice Boltzmann Method on Heterogeneous Architectures
2025
SwinDiff_DAS: Data Augmentation for Segmentation of the Urinary Collecting System Based on the Shift-Window Transformer and Diffusion Model
2025
3D Nephrographic Image Synthesis in CT Urography with the Diffusion Model and Swin Transformer
arXiv (Cornell University)·2025Open Access
Research on fault diagnosis method based on the Markov transition field with enhanced properties and AM-MSCNN under different external environmental interference
Structural Health Monitoring·2024· 3 cited
Inducing Generalization across Languages and Tasks using Featurized Low-Rank Mixtures
arXiv (Cornell University)·2024Open Access
Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning
2024Open Access
Liutex and Deep Reinforcement Learning Based Active Flow Control
Springer proceedings in physics·2024
EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks
arXiv (Cornell University)·2021· 11 citedOpen Access
On the Transformer Growth for Progressive BERT Training
2021· 21 citedOpen Access
On the Transformer Growth for Progressive BERT Training
arXiv (Cornell University)·2020· 4 citedOpen Access
Research on Discoloration Problem of Electrolytic Ni/Au on High Density Package Substrate
2020
Research on Forming Mechanism and Optimization Scheme of Acid-Etched Pinhole on High-Density Packaging Substrate
2020
Generating Representative Headlines for News Stories
2020· 53 citedOpen Access
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices
arXiv (Cornell University)·2020· 90 citedOpen Access
Generating Representative Headlines for News Stories
arXiv (Cornell University)·2020· 7 citedOpen Access
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices
2020· 636 citedOpen Access
Effect of copper foam on explosion suppression at different positions in the pipe
Powder Technology·2019· 44 cited
Large-scale Parallel Design for Cryo-EM Structure Determination on Heterogeneous Many-core Architectures
2019· 2 cited
MobileBERT: Task-Agnostic Compression of BERT by Progressive Knowledge Transfer
2019· 10 cited
Parallelizing cryo-EM 3D reconstruction on GPU cluster with a partitioned and streamed model
2019· 3 cited
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Frequent Co-authors

Jiawei Han(7), Guangwen Yang(5), Shizhen Xu(4), Xiaotao Gu(4), Haohuan Fu(4), Zhiqing Sun(3), Xiaodan Song(3), Yiming Yang(3), Denny Zhou(3), Jianling Sun(3), Ee‐Peng Lim(3), Lin Gan(3), Jing Li(3), Kunpeng Wang(3), Wenlai Zhao(3), Renjie Liu(2), Mingxu Hu(2), Kai Gu(2), Kun‐Peng Wang(2), Siyuan Ren(2)