Jung Hwan Heo

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Ad Hoc Information Retrieval

Convolutional Neural Network

Clock Frequency

Top Venues

Publications

Jung Hwan Heo, Jeonghoon Kim, Beomseok Kwon, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models. ICLR (2024)
Jung Hwan Heo, Jeonghoon Kim, Beomseok Kwon, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models. CoRR (2023)
Jung Hwan Heo, Arash Fayyazi, Mahdi Nazemi, Massoud Pedram
A Fast Training-Free Compression Framework for Vision Transformers. CoRR (2023)
Jung Hwan Heo, Seyedarmin Azizi, Arash Fayyazi, Mahdi Nazemi, Massoud Pedram
SNT: Sharpness-Minimizing Network Transformation for Fast Compression-friendly Pretraining. CoRR (2023)
Jung Hwan Heo, Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram
Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators. CoRR (2022)
Jung Hwan Heo, Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram
Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators. ISLPED (2022)