Contrast enhancement of radiograph images based on local heterogeneity measures. - Idris El-Feghi; Songtao Huang; Maher A. Sid-Ahmed; Majid Ahmadi (ICIP, 2004)

A binarization method for scanned documents based on hidden Markov model. - Songtao Huang; Maher A. Sid-Ahmed; Majid Ahmadi; Idris El-Feghi (ISCAS, 2006)

An Edge Based Thresholding Method. - Songtao Huang; Majid Ahmadi; Maher A. Sid-Ahmed (SMC, 2006)

A hidden Markov model-based character extraction method. - Songtao Huang; Majid Ahmadi; Maher A. Sid-Ahmed (Pattern Recognit., 2008)

Immune Evolutionary Algorithm to Reduce PAPR of OFDM Signals Using PTS Technique. - Jun Hou; Jianhua Ge; Songtao Huang (GLOBECOM, 2011)

Key Competence Analysis of Non-Terrestrial Network-Based Cellular Backhaul. - Tianyang Cao; Yaoming Huang; Jing Wang; Tianxiang Ji; Songtao Huang; Shuangbo Zhou (VTC Fall, 2021)

Appendix_Related Data. - Songtao Huang (IEEE DataPort, 2021)

A Novel NODE Approach Combined with LSTM for Short-Term Electricity Load Forecasting. - Songtao Huang; Jun Shen 001; Qingquan Lv; Qingguo Zhou; Binbin Yong (Future Internet, 2023)

A New Model-Based Dead-Time Compensation Strategy for Cascaded H-Bridge Converters. - Baojin Li 002; Jinbang Xu; Jie Ye; Haozhe Wang 006; Songtao Huang; Yesong Li; Anwen Shen (IEEE Trans. Ind. Electron., 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., 2023)

DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting. - Songtao Huang; Hongjin Song; Tianqi Jiang; Akbar Telikani; Jun Shen 001; Qingguo Zhou; Binbin Yong; Qiang Wu 010 (CoRR, 2024)

TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting. - Songtao Huang; Zhen Zhao; Can Li 014; Lei Bai 001 (ICLR, 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, 2025)

NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. - Bo Zhang 069; Shiyang Feng; Xiangchao Yan; Jiakang Yuan; Zhiyin Yu; Xiaohan He; Songtao Huang; Shaowei Hou; Zheng Nie; Zhilong Wang; Jinyao Liu; Runmin Ma; et al. (CoRR, 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; et al. (CoRR, 2025)