Janghwan Lee

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 14

Top Topics

Language Models For Information Retrieval

Object Detection

Top Venues

Publications

Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment. ACL (1) (2024)
Minjae Lee, Seongmin Park, Hyungmin Kim, Minyong Yoon, Janghwan Lee, Jun Won Choi, Nam Sung Kim, Mingu Kang, Jungwook Choi
SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving. HPCA (2024)
Youngdeok Hwang, Janghwan Lee, Jiwoong Park, Jieun Lim, Jungwook Choi
Searching Optimal Floating-Point Format for Sub-8-Bit Large Language Model Inference. ICEIC (2024)
Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment. CoRR (2024)
Qisen Cheng, Shuhui Qu, Janghwan Lee
SHAPNN: Shapley Value Regularized Tabular Neural Network. CoRR (2023)
Janghyeon Kim, Janghwan Lee, Jungwook Choi, JeongHo Han, Sangheon Lee
Range-Invariant Approximation of Non-Linear Operations for Efficient BERT Fine-Tuning. DAC (2023)
Minjae Lee, Hyungmin Kim, Seongmin Park, Minyong Yoon, Janghwan Lee, Junwon Choi, Mingu Kang, Jungwook Choi
PillarAcc: Sparse PointPillars Accelerator for Real-Time Point Cloud 3D Object Detection on Edge Devices. CoRR (2023)
Janghwan Lee, Minsoo Kim, Seungcheol Baek, Seok Joong Hwang, Wonyong Sung, Jungwook Choi
Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization. EMNLP (2023)
Janghwan Lee, Youngdeok Hwang, Jungwook Choi
Finding Optimal Numerical Format for Sub-8-Bit Post-Training Quantization of Vision Transformers. ICASSP (2023)
Minsoo Kim, Sihwa Lee, Janghwan Lee, Sukjin Hong, Du-Seong Chang, Wonyong Sung, Jungwook Choi
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models. CoRR (2023)
Janghwan Lee, Minsoo Kim, Seungcheol Baek, Seok Joong Hwang, Wonyong Sung, Jungwook Choi
Enhancing Computation Efficiency in Large Language Models through Weight and Activation Quantization. CoRR (2023)
Minsoo Kim, Sihwa Lee, Janghwan Lee, Sukjin Hong, Du-Seong Chang, Wonyong Sung, Jungwook Choi
Token-Scaled Logit Distillation for Ternary Weight Generative Language Models. NeurIPS (2023)
Janghwan Lee, Jungwook Choi
Optimizing Exponent Bias for Sub-8bit Floating-Point Inference of Fine-tuned Transformers. AICAS (2022)
Shuhui Qu, Yan Kang, Janghwan Lee
Efficient Multi-Modal Fusion with Diversity Analysis. ACM Multimedia (2021)
Janghwan Lee, Hyunsoo Yoon, Ikjun Yeom
Distributed Fair Scheduling for Wireless Mesh Networks Using IEEE 802.11. IEEE Trans. Veh. Technol. 59 (9) (2010)
Janghwan Lee, Ikjun Yeom
Achieving throughput fairness in Wireless Mesh Networks based on IEEE 802.11. MASS (2008)
Janghwan Lee
A video browser based on closed cap. IEEE Trans. Consumer Electron. 52 (3) (2006)