Aksu, Taha

1. GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
   2024/10/14 by Taha Aksu, Gerald Woo, Aksu, Taha +13 · 46 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
2. Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
   2024/10/14 by Xu Liu, Juncheng Liu, Liu, Xu +17 · 38 citations
   Computer Science · Engineering · #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques #Anomaly Detection Techniques and Applications
3. Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation
   2023/06/07 by Aksu, Taha, Kan, Min-Yen, Chen, Nancy F. · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Empowering Time Series Analysis with Synthetic Data: A Survey and Outlook in the Era of Foundation Models
   2025/03/14 by Xu Liu, Taha Aksu, Liu, Xu +17 · 6 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
5. XForecast: Evaluating Natural Language Explanations for Time Series Forecasting
   2024/10/18 by Taha Aksu, Aksu, Taha, Chenghao Liu +9 · 1 citation
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Scientific Computing and Data Management
6. Moirai 2.0: When Less Is More for Time Series Forecasting
   2025/11/12 by Liu, Chenghao, Aksu, Taha, Liu, Juncheng +7 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)