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Career

· PhD in Computer Science, UC Berkeley2021–

Publications (15)

Efficient Memory Management for Large Language Model Serving with PagedAttention
Symposium on Operating Systems Principles · 2023
4,514
cited
Gemma 2: Improving Open Language Models at a Practical Size
arXiv.org · 2024
1,634
cited
Gemma 3 Technical Report
arXiv.org · 2025
882
cited
A Fast Post-Training Pruning Framework for Transformers
Neural Information Processing Systems · 2022
206
cited
SkyPilot: An Intercloud Broker for Sky Computing
Symposium on Networked Systems Design and Implementation · 2023
99
cited
Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study
North American Chapter of the Association for Computational Linguistics · 2025
36
cited
UAM-CSI at MultiGEC-2025: Parameter-efficient LLM Fine-tuning for Multilingual Grammatical Error Correction
3
cited
Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context
Conference on Empirical Methods in Natural Language Processing · 2025
2
cited
From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation
Conference on Empirical Methods in Natural Language Processing · 2025
2
cited
Evaluating Numeracy of Language Models as a Natural Language Inference Task
North American Chapter of the Association for Computational Linguistics · 2025
1
cited
“I Need More Context and an English Translation”: Analysing How LLMs identify Personal Information in Komi, Polish, and English
1
cited
The Bias is in the Details: An Assessment of Cognitive Bias in LLMs
arXiv.org · 2025
1
cited
2025 RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
Generating Complex Question Decompositions in the Face of Distribution Shifts
North American Chapter of the Association for Computational Linguistics · 2025
This paper is included in the Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation.
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Woosuk Kwon | Researcher Profile | Sotabase | Sotabase