Songtao Huang

According to our database, Songtao Huang authored at least 19 papers between 2004 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Select-then-Solve: Paradigm Routing as Inference-Time Optimization for LLM Agents.

Heng Zhou, Zelin Tan, Zhemeng Zhang, Yutao Fan, Yibing Lin, Li Kang, Xiufeng Song, Rui Li, Songtao Huang, Ao Yu, Yuchen Fan, Yanxu Chen, Kaixin Xu, Xiaohong Liu, Yiran Qin, Philip Torr, Chen Zhang, Zhenfei Yin

CoRR, April, 2026

CoEnv: Driving Embodied Multi-Agent Collaboration via Compositional Environment.

Li Kang, Yutao Fan, Rui Li, Heng Zhou, Yiran Qin, Zhemeng Zhang, Songtao Huang, Xiufeng Song, Zaibin Zhang, Bruno N. Y. Chen, Zhenfei Yin, Dongzhan Zhou, Wangmeng Zuo, Lei Bai

CoRR, April, 2026

Sci-CoE: Co-evolving Scientific Reasoning LLMs via Geometric Consensus with Sparse Supervision.

Xiaohan He, Shiyang Feng, Songtao Huang, Lei Bai, Bin Wang, Bo Zhang

CoRR, February, 2026

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.

Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai

Trans. Mach. Learn. Res., 2026

2025

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.

Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhongzhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Michael Littman, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai

CoRR, September, 2025

NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification.

Bo Zhang, Shiyang Feng, Xiangchao Yan, Jiakang Yuan, Zhiyin Yu, Xiaohan He, Songtao Huang, Shaowei Hou, Zheng Nie, Zhilong Wang, Jinyao Liu, Runmin Ma, Tianshuo Peng, Peng Ye, Dongzhan Zhou, Shufei Zhang, Xiaosong Wang, Yilan Zhang, Meng Li, Zhongying Tu, Xiangyu Yue, Wangli Ouyang, Bowen Zhou, Lei Bai

CoRR, May, 2025

Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting.

Hongjin Song, Qianrun Chen, Tianqi Jiang, Yongfeng Li, Xusheng Li, Wenjun Xi, Songtao Huang

CoRR, January, 2025

TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting.

Songtao Huang, Zhen Zhao, Can Li, Lei Bai

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting.

Songtao Huang, Hongjin Song, Tianqi Jiang, Akbar Telikani, Jun Shen, Qingguo Zhou, Binbin Yong, Qiang Wu

CoRR, 2024

2023

Generalized Accurate Harmonic Calculation Method Based on Discretized Double Fourier Series to Solve Double-Pulse Phenomenon.

Songtao Huang, Jinbang Xu, Jie Ye, Anwen Shen

IEEE Trans. Ind. Electron., June, 2023

A New Model-Based Dead-Time Compensation Strategy for Cascaded H-Bridge Converters.

Baojin Li, Jinbang Xu, Jie Ye, Haozhe Wang, Songtao Huang, Yesong Li, Anwen Shen

IEEE Trans. Ind. Electron., 2023

A Novel NODE Approach Combined with LSTM for Short-Term Electricity Load Forecasting.

Songtao Huang, Jun Shen, Qingquan Lv, Qingguo Zhou, Binbin Yong

Future Internet, 2023

2021

Appendix_Related Data.

Songtao Huang

Dataset, May, 2021

Key Competence Analysis of Non-Terrestrial Network-Based Cellular Backhaul.

Tianyang Cao, Yaoming Huang, Jing Wang, Tianxiang Ji, Songtao Huang, Shuangbo Zhou

Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

2011

Immune Evolutionary Algorithm to Reduce PAPR of OFDM Signals Using PTS Technique.

Jun Hou, Jianhua Ge, Songtao Huang

Proceedings of the Global Communications Conference, 2011

2008

A hidden Markov model-based character extraction method.

Songtao Huang, Majid Ahmadi, Maher A. Sid-Ahmed

Pattern Recognit., 2008

2006

An Edge Based Thresholding Method.

Songtao Huang, Majid Ahmadi, Maher A. Sid-Ahmed

Proceedings of the IEEE International Conference on Systems, 2006

A binarization method for scanned documents based on hidden Markov model.

Songtao Huang, Maher A. Sid-Ahmed, Majid Ahmadi, Idris El-Feghi

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

2004

Contrast enhancement of radiograph images based on local heterogeneity measures.

Idris El-Feghi, Songtao Huang, Maher A. Sid-Ahmed, Majid Ahmadi

Proceedings of the 2004 International Conference on Image Processing, 2004