Hayun Lee

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Quantization Error

Deductive Reasoning

Top Venues

CASES (work in progress)

Publications

Sangho Lee, Hayun Lee, Dongkun Shin
Proxyformer: Nyström-Based Linear Transformer with Trainable Proxy Tokens. AAAI (2024)
Hayun Lee, Dongkun Shin
Realizing Unaligned Block-wise Pruning for DNN Acceleration on Mobile Devices. CoRR (2024)
Hyunhee Choi, Hayun Lee, Minjeong Lee
Enhancement of Knowledge Concept Maps Using Deductive Reasoning with Educational Data. ITS (1) (2024)
Seungmin Yu, Xiaodie Yi, Hayun Lee, Dongkun Shin
Toward Efficient Permutation for Hierarchical N:M Sparsity on GPUs. CoRR (2024)
Hyunhee Choi, Hayun Lee, Minjeong Lee
Optimal Knowledge Component Extracting Model for Knowledge-Concept Graph Completion in Education. IEEE Access 11 (2023)
Hoseung Kim, Geunhye Jo, Hayun Lee, Dongkun Shin
Filter-Wise Quantization of Deep Neural Networks for IoT Devices. ICCE (2021)
Kwangbae Lee, Hoseung Kim, Hayun Lee, Dongkun Shin
Flexible Group-Level Pruning of Deep Neural Networks for On-Device Machine Learning. DATE (2020)
Kwangbae Lee, Hoseung Kim, Hayun Lee, Dongkun Shin
Flexible Group-Level Pruning of Deep Neural Networks for Fast Inference on Mobile GPUs. CASES (work in progress) (2019)
Hayun Lee, Gyeonghwan Hong, Dongkun Shin
Shareable camera framework for multiple computer vision applications. ICACT (2018)