Sungduk Yu
7 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (16)
π
Cross-Pollinator
(4)
π₯
Mega-Team
(56)
β
The Questioner
Conferences
EMNLP (2)
NIPS (2)
ICML (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
high-resolution simulation
(2)
language modeling
(1)
multimodal learning
(1)
time series
(1)
mixture of expert
(1)
vision-language model
(1)
climate prediction
(1)
subseasonal forecasting
(1)
physics-informed model
(1)
ensemble forecast
(1)
weather emulator
(1)
boundary condition
(1)
large vision-language model
(1)
kv cache compression
(1)
expert routing
(1)
climate simulation
(1)
weight compression
(1)
multilingual bia
(1)
neural network
(1)
mechanistic analysis
(1)
Papers
Probing Semantic Routing in Large Mixture-of-Expert Models
EMNLP 2025
A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment
ICML 2025
ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation
JMLR 2025
LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression
NAACL 2025
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
NIPS 2024
Why do LLaVA Vision-Language Models Reply to Images in English?
EMNLP 2024
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
NIPS 2023