Youngsuk Park
- Domain Adaptation for Time Series Forecasting via Attention Sharing
2021/02/13 by Xiaoyong Jin, Jin, Xiaoyong, Youngsuk Park +6 · 8 citations
Computer Science · Environmental Science · #Time Series Analysis and Forecasting #Domain Adaptation and Few-Shot Learning #Hydrological Forecasting Using AI
- Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
2024/04/11 by Tanmay Gautam, Gautam, Tanmay, Youngsuk Park +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Natural Language Processing Techniques #Optimization and Control (math.OC) #Speech Recognition and Synthesis #Topic Modeling
- Robust Probabilistic Time Series Forecasting
2022/02/24 by Tae-Ho Yoon, Youngsuk Park, Yoon, TaeHo +5 · 3 citations
Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Forecasting Techniques and Applications #Explainable Artificial Intelligence (XAI)
- Variance Reduced Training with Stratified Sampling for Forecasting Models
2021/03/02 by Yucheng Lu, Lu, Yucheng, Youngsuk Park +9 · 2 citations
Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods
- First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
2022/12/15 by Xiyuan Zhang, Xiao-Yong Jin, Zhang, Xiyuan +15 · 2 citations
Computer Science · Decision Sciences · Engineering · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Energy Load and Power Forecasting
- Inference Optimization of Foundation Models on AI Accelerators
2024/07/12 by Youngsuk Park, Kailash Budhathoki, Park, Youngsuk +17 · 3 citations
Engineering · Computer Science · #Reservoir Engineering and Simulation Methods #Advanced Computational Techniques and Applications #Advanced Data Processing Techniques
- Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs
2025/10/21 by Song Bian, Tao Yu, Bian, Song +5 · 1 voice
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
2024/12/06 by Luca Masserano, Masserano, Luca, Abdul Fatir Ansari +19 · 3 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Neural Networks and Applications
- Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
2023/05/25 by Hilaf Hasson, Danielle C. Maddix, Hasson, Hilaf +7 · 1 citation
Decision Sciences · Computer Science · #Forecasting Techniques and Applications #Machine Learning and Data Classification #Stock Market Forecasting Methods
- TritonRL: Training LLMs to Think and Code Triton Without Cheating
2025/10/18 by Woo, Jiin, Shaowei Zhu, Allen Nie +8 · 4 citations
Computer Science · Materials Science · #Topic Modeling #Machine Learning in Materials Science #Machine Learning and Data Classification