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ORCIDSongtao Huang
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2020 – today
- 2025
[c6]Songtao Huang, Zhen Zhao, Can Li, Lei Bai:
TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting. ICLR 2025- [i5]Hongjin Song, Qianrun Chen, Tianqi Jiang, Yongfeng Li, Xusheng Li, Wenjun Xi, Songtao Huang:
Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting. CoRR abs/2501.16591 (2025) - [i4]Songtao Huang, Zhen Zhao, Can Li, Lei Bai:
TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting. CoRR abs/2502.06910 (2025) - [i3]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:
NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. CoRR abs/2505.16938 (2025) - [i2]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:
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. CoRR abs/2509.02547 (2025) - 2024
- [i1]Songtao Huang, Hongjin Song, Tianqi Jiang, Akbar Telikani
, Jun Shen, Qingguo Zhou, Binbin Yong, Qiang Wu:
DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting. CoRR abs/2404.11996 (2024) - 2023
- [j4]Songtao Huang, Jun Shen, Qingquan Lv, Qingguo Zhou, Binbin Yong:
A Novel NODE Approach Combined with LSTM for Short-Term Electricity Load Forecasting. Future Internet 15(1): 22 (2023) - [j3]Baojin Li, Jinbang Xu, Jie Ye, Haozhe Wang, Songtao Huang, Yesong Li, Anwen Shen:
A New Model-Based Dead-Time Compensation Strategy for Cascaded H-Bridge Converters. IEEE Trans. Ind. Electron. 70(4): 3793-3802 (2023) - [j2]Songtao Huang, Jinbang Xu, Jie Ye, Anwen Shen:
Generalized Accurate Harmonic Calculation Method Based on Discretized Double Fourier Series to Solve Double-Pulse Phenomenon. IEEE Trans. Ind. Electron. 70(6): 5651-5661 (2023) - 2021
- [c5]Tianyang Cao, Yaoming Huang, Jing Wang, Tianxiang Ji, Songtao Huang, Shuangbo Zhou:
Key Competence Analysis of Non-Terrestrial Network-Based Cellular Backhaul. VTC Fall 2021: 1-5 - [d1]Songtao Huang:
Appendix_Related Data. IEEE DataPort, 2021
2010 – 2019
- 2011
- [c4]Jun Hou, Jianhua Ge, Songtao Huang:
Immune Evolutionary Algorithm to Reduce PAPR of OFDM Signals Using PTS Technique. GLOBECOM 2011: 1-5
2000 – 2009
- 2008
- [j1]Songtao Huang, Majid Ahmadi, Maher A. Sid-Ahmed:
A hidden Markov model-based character extraction method. Pattern Recognit. 41(9): 2890-2900 (2008) - 2006
- [c3]Songtao Huang, Maher A. Sid-Ahmed, Majid Ahmadi, Idris El-Feghi:
A binarization method for scanned documents based on hidden Markov model. ISCAS 2006 - [c2]Songtao Huang, Majid Ahmadi, Maher A. Sid-Ahmed:
An Edge Based Thresholding Method. SMC 2006: 1603-1608 - 2004
- [c1]Idris El-Feghi, Songtao Huang, Maher A. Sid-Ahmed, Majid Ahmadi:
Contrast enhancement of radiograph images based on local heterogeneity measures. ICIP 2004: 989-992
Coauthor Index
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