Songtao Huang

17 papers A* 1B 3C 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sci-CoE: Co-evolving Scientific Reasoning LLMs via Geometric Consensus with Sparse Supervision.
CoRR
Xiaohan He, Shiyang Feng, Songtao Huang, Lei Bai, Bin Wang, Bo Zhang
2026 J jnl
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.
Trans. Mach. Learn. Res.
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
2025 J jnl
Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting.
CoRR
Hongjin Song, Qianrun Chen, Tianqi Jiang, Yongfeng Li, Xusheng Li, Wenjun Xi, Songtao Huang
2025 J jnl
NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification.
CoRR
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
2025 J jnl
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.
CoRR
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
2025 A* conf
TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting.
ICLR
Songtao Huang, Zhen Zhao, Can Li, Lei Bai
2025 J jnl
TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting.
CoRR
Songtao Huang, Zhen Zhao, Can Li, Lei Bai
2024 J jnl
DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting.
CoRR
Songtao Huang, Hongjin Song, Tianqi Jiang, Akbar Telikani, Jun Shen, Qingguo Zhou, Binbin Yong, Qiang Wu
2023 J jnl
A New Model-Based Dead-Time Compensation Strategy for Cascaded H-Bridge Converters.
IEEE Trans. Ind. Electron.
Baojin Li, Jinbang Xu, Jie Ye, Haozhe Wang, Songtao Huang, Yesong Li, Anwen Shen
2023 J jnl
A Novel NODE Approach Combined with LSTM for Short-Term Electricity Load Forecasting.
Future Internet
Songtao Huang, Jun Shen, Qingquan Lv, Qingguo Zhou, Binbin Yong
2023 J jnl
Generalized Accurate Harmonic Calculation Method Based on Discretized Double Fourier Series to Solve Double-Pulse Phenomenon.
IEEE Trans. Ind. Electron.
Songtao Huang, Jinbang Xu, Jie Ye, Anwen Shen
2021 — conf
Key Competence Analysis of Non-Terrestrial Network-Based Cellular Backhaul.
VTC Fall
Tianyang Cao, Yaoming Huang, Jing Wang, Tianxiang Ji, Songtao Huang, Shuangbo Zhou
2011 B conf
Immune Evolutionary Algorithm to Reduce PAPR of OFDM Signals Using PTS Technique.
GLOBECOM
Jun Hou, Jianhua Ge, Songtao Huang
2008 J jnl
A hidden Markov model-based character extraction method.
Pattern Recognit.
Songtao Huang, Majid Ahmadi, Maher A. Sid-Ahmed
2006 C conf
A binarization method for scanned documents based on hidden Markov model.
ISCAS
Songtao Huang, Maher A. Sid-Ahmed, Majid Ahmadi, Idris El-Feghi
2006 B conf
An Edge Based Thresholding Method.
SMC
Songtao Huang, Majid Ahmadi, Maher A. Sid-Ahmed
2004 B conf
Contrast enhancement of radiograph images based on local heterogeneity measures.
ICIP
Idris El-Feghi, Songtao Huang, Maher A. Sid-Ahmed, Majid Ahmadi