Scholar

Jungwook Choi

Google Scholar ID: YPT98zwAAAAJ

Hanyang University

Deep Neural NetworkQuantizationLarge Language ModelEfficient AIAI Accelerator

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

4,695

H-index

27

i10-index

40

Publications

20

Co-authors

28

list available

Contact

CVOpen ↗GitHubOpen ↗

Publications

9 items

Scalable Processing-Near-Memory for 1M-Token LLM Inference: CXL-Enabled KV-Cache Management Beyond GPU Limits

2025

Cited

0

MapCoder-Lite: Squeezing Multi-Agent Coding into a Single Small LLM

2025

Cited

0

Enhancing Generalization in Data-free Quantization via Mixup-class Prompting

2025

Cited

0

InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding

2025

Cited

0

Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control

2025

Cited

0

LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System

2024

Cited

0

ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder

arXiv.org · 2024

Cited

0

RILQ: Rank-Insensitive LoRA-based Quantization Error Compensation for Boosting 2-bit Large Language Model Accuracy

arXiv.org · 2024

Cited

0

Resume (English only)

Academic Achievements

Principal investigator on multiple major projects funded by the Ministry of Science and ICT, Republic of Korea, including:
- 2020–2027: Development of a 2,000 TFLOPS AI deep learning processor and module for servers
- 2020–2024: Ultra-low-power edge deep learning processor with advanced data reuse
- 2020–2024: AI Graduate School Support Program
- 2020–2023: Industry-academia collaborative center for IoT semiconductor system talent development

Co-authors

28 total

Kailash Gopalakrishnan

Swagath Venkataramani

Principal Research Staff Member, IBM T.J. Watson Research Center / Purdue Univ.