Chanyoung Kim

I am a third-year undergraduate in Computer Science and Engineering at Soongsil University, Seoul, South Korea, and I am currently in my second year as a research intern at the Human-Centered AI Lab, Chung-Ang University, advised by Prof. Dahuin Jung. I was fortunate to begin working as an undergraduate researcher shortly after entering university.

My research centers on Vision-Language-Action (VLA) models and NLP, specifically the linguistic robustness of VLA models and multimodal policy learning. More broadly, I aim to advance human-robot interaction, with a primary focus on the role of language. I also regard efficiency as essential to making these models practical and deployable.

profile photo

Research Experience

Undergraduate Researcher
Feb 2026 – Present
Human-Centered AI Lab, Chung-Ang University
Advised by Prof. Dahuin Jung
Undergraduate Researcher
Jun 2024 – Feb 2026
Human-Centered AI Lab, Soongsil University
Advised by Prof. Dahuin Jung

International

LIBERO-Para LIBERO-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in VLA Models
Chanyoung Kim*, Minwoo Kim*, Minseok Kang, Hyunwoo Kim, Dahuin Jung
EMNLP 2026 Main (Oral)
* Equal contribution
[project page] [arxiv] πŸ”₯ #3 on HF Daily Papers (26.04.07)
Prune Once Prune Once: Retraining-Free Task-Agnostic Pruning for Vision-Language Models
Minseok Kang*, Hyunwoo Kim*, Chanyoung Kim, Minwoo Kim, Jaekoo Lee, Dahuin Jung
ECCV 2026
* Equal contribution
[arxiv]

Domestic

VLA Pre-Planning Vision-Language-Action λͺ¨λΈμ˜ Pre-Planning LLM λͺ¨λΈμ— λ”°λ₯Έ μ„±λŠ₯ 및 평가 효율
Chanyoung Kim, Dahuin Jung
KCC 2025 (Korea Computer Congress), KIISE, Jul 2025
RL LLM Prompt κ°•ν™”ν•™μŠ΅μ— κΈ°λ°˜ν•œ LLM ν”„λ‘¬ν”„νŠΈ μ‘°μ • 기법에 λŒ€ν•œ μ΅œμ‹  연ꡬ 동ν–₯ 뢄석
Chanyoung Kim, Haneul Pyeon, Byungchan Ko, Dahuin Jung
KICS Journal (정보와톡신), Vol.42(4), Mar 2025
RL LLM Prompt Conf κ°•ν™”ν•™μŠ΅μ— κΈ°λ°˜ν•œ LLM ν”„λ‘¬ν”„νŠΈ μ‘°μ • 기법에 λŒ€ν•œ μ΅œμ‹  연ꡬ 동ν–₯ 뢄석
Chanyoung Kim, Haneul Pyeon, Byungchan Ko, Dahuin Jung
KICS Fall Conference, Nov 2024
LLM Quantization λ ˆμ΄μ–΄ 별 μ–‘μžν™” 였λ₯˜ μ΅œμ ν™” 기법 쀑심 κ±°λŒ€ μ–Έμ–΄ λͺ¨λΈμ— λŒ€ν•œ ν›ˆλ ¨ ν›„ μ–‘μžν™” μ΅œμ‹  기술 뢄석
Byungchan Ko, Hyunoh Kang, Chanyoung Kim, Dahuin Jung
KICS Fall Conference, Nov 2024
Self-supervised Tabular λΉ„ μˆœμ°¨ν˜• μ •ν˜• 데이터에 λŒ€ν•œ μžκ°€ 지도 ν•™μŠ΅ 기법에 κ΄€ν•œ μ΅œμ‹  기술 동ν–₯ 뢄석
Haneul Pyeon, Chanyoung Kim, Jian Kim, Dahuin Jung
KICS Fall Conference, Nov 2024

Awards

2024 Gold Prize, Computer System Basic Design (Capstone) Course, Soongsil University