Scholar
Jungwook Choi
Google Scholar ID: YPT98zwAAAAJ
Hanyang University
Deep Neural Network
Quantization
Large Language Model
Efficient AI
AI Accelerator
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Citations & Impact
All-time
Citations
4,695
H-index
27
i10-index
40
Publications
20
Co-authors
28
list available
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CV
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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
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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
IBM
Co-author 2
Swagath Venkataramani
Principal Research Staff Member, IBM T.J. Watson Research Center / Purdue Univ.
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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