Dongsoo Lee
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
29
Venues
19
Active years
2011–2026
Best venue rank
A*
Where they publish
Papers
29 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ISCAS | A 9-bit 1.2GS/s Gain-Programmable Stochastic Time-to-Digital Converter with Sub-ps Resolution. | Shin-Hyun Jeong, Dongsoo Lee, Han-Kyoung Lee, Yong-Un Jeong, Woo-Seok Choi |
| 2025 | ACL | Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models. | Seungcheol Park, Jeongin Bae, Beomseok Kwon, Minjun Kim, Byeongwook Kim, Se Jung Kwon, U Kang, Dongsoo Lee |
| 2025 | HPCA | FIGLUT: An Energy-Efficient Accelerator Design for FP-INT GEMM Using Look-Up Tables. | Gunho Park, Hyeokjun Kwon, Jiwoo Kim, Jeongin Bae, Baeseong Park, Dongsoo Lee, Youngjoo Lee |
| 2025 | ISCA | Debunking the CUDA Myth Towards GPU-based AI Systems: Evaluation of the Performance and Programmability of Intel's Gaudi NPU for AI Model Serving. | Yunjae Lee, Juntaek Lim, Jehyeon Bang, Eunyeong Cho, Huijong Jeong, Taesu Kim, Hyungjun Kim, Joonhyung Lee, Jinseop Im, Ranggi Hwang, Se Jung Kwon, Dongsoo Lee, Minsoo Rhu |
| 2025 | NAACL | LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices. | Jung Hyun Lee, Jeonghoon Kim, June Yong Yang, Se Jung Kwon, Eunho Yang, Kang Min Yoo, Dongsoo Lee |
| 2024 | ICLR | Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models. | Jung Hwan Heo, Jeonghoon Kim, Beomseok Kwon, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee |
| 2024 | ICLR | LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models. | Gunho Park, Baeseong Park, Minsub Kim, Sungjae Lee, Jeonghoon Kim, Beomseok Kwon, Se Jung Kwon, Byeongwook Kim, Youngjoo Lee, Dongsoo Lee |
| 2023 | DAC | TF-MVP: Novel Sparsity-Aware Transformer Accelerator with Mixed-Length Vector Pruning. | Eunji Yoo, Gunho Park, Jung Gyu Min, Se Jung Kwon, Baeseong Park, Dongsoo Lee, Youngjoo Lee |
| 2023 | ICLR | Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic. | Yulhwa Kim, Jaeyong Jang, Jehun Lee, Jihoon Park, Jeonghoon Kim, Byeongwook Kim, Baeseong Park, Se Jung Kwon, Dongsoo Lee, Jae-Joon Kim |
| 2023 | ICML | FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization. | Jung Hyun Lee, Jeonghoon Kim, Se Jung Kwon, Dongsoo Lee |
| 2022 | EMNLP | AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models. | Se Jung Kwon, Jeonghoon Kim, Jeongin Bae, Kang Min Yoo, Jin-Hwa Kim, Baeseong Park, Byeongwook Kim, Jung-Woo Ha, Nako Sung, Dongsoo Lee |
| 2022 | ICLR | Encoding Weights of Irregular Sparsity for Fixed-to-Fixed Model Compression. | Baeseong Park, Se Jung Kwon, Daehwan Oh, Byeongwook Kim, Dongsoo Lee |
| 2022 | MICCAI | Volume is All You Need: Improving Multi-task Multiple Instance Learning for WMH Segmentation and Severity Estimation. | Wooseok Jung, Chong Hyun Suh, Woo-Hyun Shim, Jinyoung Kim, Dongsoo Lee, Changhyun Park, Seo Taek Kong, Kyu-Hwan Jung, Hwon Heo, Sang Joon Kim |
| 2022 | MICCAI | Augmenting Magnetic Resonance Imaging with Tabular Features for Enhanced and Interpretable Medial Temporal Lobe Atrophy Prediction. | Dongsoo Lee, Chong Hyun Suh, Jinyoung Kim, Wooseok Jung, Changhyun Park, Kyu-Hwan Jung, Seo Taek Kong, Woo-Hyun Shim, Hwon Heo, Sang Joon Kim |
| 2022 | MICRO | DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation. | Seongmin Hong, Seungjae Moon, Junsoo Kim, Sungjae Lee, Minsub Kim, Dongsoo Lee, Joo-Young Kim |
| 2021 | ACSSC | A mechanistically interpretable model of the retinal neural code for natural scenes with multiscale adaptive dynamics. | Xuehao Ding, Dongsoo Lee, Satchel Grant, Heike Stein, Lane McIntosh, Niru Maheswaranathan, Stephen Baccus |
| 2020 | ACSSC | A Review of On-Device Fully Neural End-to-End Automatic Speech Recognition Algorithms. | Chanwoo Kim, Dhananjaya Gowda, Dongsoo Lee, Jiyeon Kim, Ankur Kumar, Sungsoo Kim, Abhinav Garg, Changwoo Han |
| 2020 | CVPR | Structured Compression by Weight Encryption for Unstructured Pruning and Quantization. | Se Jung Kwon, Dongsoo Lee, Byeongwook Kim, Parichay Kapoor, Baeseong Park, Gu-Yeon Wei |
| 2020 | EMNLP | Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation. | Insoo Chung, Byeongwook Kim, Yoonjung Choi, Se Jung Kwon, Yongkweon Jeon, Baeseong Park, Sangha Kim, Dongsoo Lee |
| 2020 | SC | BiQGEMM: matrix multiplication with lookup table for binary-coding-based quantized DNNs. | Yongkweon Jeon, Baeseong Park, Se Jung Kwon, Byeongwook Kim, Jeongin Yun, Dongsoo Lee |
| 2019 | ICLR | Double Viterbi: Weight Encoding for High Compression Ratio and Fast On-Chip Reconstruction for Deep Neural Network. | Daehyun Ahn, Dongsoo Lee, Taesu Kim, Jae-Joon Kim |
| 2018 | ICLR | Viterbi-based Pruning for Sparse Matrix with Fixed and High Index Compression Ratio. | Dongsoo Lee, Daehyun Ahn, Taesu Kim, Pierce I-Jen Chuang, Jae-Joon Kim |
| 2018 | ISLPED | Across the Stack Opportunities for Deep Learning Acceleration. | Vijayalakshmi Srinivasan, Bruce M. Fleischer, Sunil Shukla, Matthew M. Ziegler, Joel Silberman, Jinwook Oh, Jungwook Choi, Silvia M. Mueller, Ankur Agrawal, Tina Babinsky, Nianzheng Cao, Chia-Yu Chen, Pierce Chuang, Thomas W. Fox, George Gristede, Michael Guillorn, Howard Haynie, Michael J. Klaiber, Dongsoo Lee, Shih-Hsien Lo, Gary W. Maier, Michael Scheuermann, Swagath Venkataramani, Christos Vezyrtzis, Naigang Wang, Fanchieh Yee, Ching Zhou, Pong-Fei Lu, Brian W. Curran, Leland Chang, Kailash Gopalakrishnan |
| 2017 | CCS | Forward Secure Dynamic Searchable Symmetric Encryption with Efficient Updates. | Kee Sung Kim, Minkyu Kim, Dongsoo Lee, Je Hong Park, Woo-Hwan Kim |
| 2017 | ICISC | Security of Stateful Order-Preserving Encryption. | Kee Sung Kim, Minkyu Kim, Dongsoo Lee, Je Hong Park, Woo-Hwan Kim |
| 2012 | ISLPED | High-performance low-energy STT MRAM based on balanced write scheme. | Dongsoo Lee, Sumeet Kumar Gupta, Kaushik Roy |
| 2011 | ETS | Viterbi-Based Efficient Test Data Compression. | Dongsoo Lee, Kaushik Roy |
| 2011 | ISLPED | Column-selection-enabled 8T SRAM array with ~1R/1W multi-port operation for DVFS-enabled processors. | Sang Phill Park, Soo Youn Kim, Dongsoo Lee, Jae-Joon Kim, W. Paul Griffin, Kaushik Roy |
| 2011 | VTS | Memory-based embedded digital ATE. | Dongsoo Lee, Sang Phill Park, Ashish Goel, Kaushik Roy |