Songtao Huang

1. The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
   2025/09/02 by Guibin Zhang, Zhang, Guibin, Geng, Hejia +42 · 1 voice · 53 citations
   Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Speech and dialogue systems
2. TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting
   2025/02/10 by Songtao Huang, Huang, Songtao, Zhen Zhao +5 · 11 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
3. InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
   2025/05/22 by InternAgent Team, Bo Zhang, Zhang, Bo +45 · 7 citations
   Materials Science · Decision Sciences · Computer Science · #Machine Learning in Materials Science #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI)
4. DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting
   2024/04/18 by Songtao Huang, Hongjin Song, Huang, Songtao +13 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques