Songhai Fan

According to our database, Songhai Fan authored at least 20 papers between 2018 and 2026.

Collaborative distances:

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

2026

A Directed Graph Model and Experimental Framework for Design and Study of Time-Dependent Text Visualisation.

Songhai Fan, Simon Angus, Tim Dwyer, Ying Yang, Sarah Goodwin, Helen C. Purchase

CoRR, March, 2026

KiST: Kernel improved spectral theory model for multivariate time series forecasting.

Haoxin Wang, Yipeng Mo, Kunlan Xiang, Bixiong Li, Songhai Fan, Yiping Jiang, Site Mo

Inf. Sci., 2026

DiM: Improving multivariate time series forecasting with DI embedding and multi-head graph learning mechanism.

Yipeng Mo, Haoxin Wang, Zuhua Yao, Chengteng Yang, Bixiong Li, Yiping Jiang, Songhai Fan, Site Mo

Neurocomputing, 2026

2025

YOLO-SRSA: An Improved YOLOv7 Network for the Abnormal Detection of Power Equipment.

Wan Zou, Yiping Jiang, Wenlong Liao, Songhai Fan, Yueping Yang, Jin Hou, Hao Tang

Inf., 2025

Improved U-Net for Precise Gauge Dial Segmentation in Substation Inspection Systems: A Study on Enhancing Accuracy and Robustness.

Wan Zou, Yiping Jiang, Wenlong Liao, Songhai Fan, Yueping Yang, Jin Hou, Hao Tang

Inf., 2025

Automatic Reading Method for Analog Dial Gauges with Different Measurement Ranges in Outdoor Substation Scenarios.

Yueping Yang, Wenlong Liao, Songhai Fan, Jin Hou, Hao Tang

Inf., 2025

From global to local: A lightweight CNN approach for long-term time series forecasting.

Site Mo, Chengteng Yang, Yipeng Mo, Zuhua Yao, Bixiong Li, Songhai Fan, Haoxin Wang

Comput. Electr. Eng., 2025

ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning.

Vy Vo, Lizhen Qu, Tao Feng, Yuncheng Hua, Xiaoxi Kang, Songhai Fan, Tim Dwyer, Lay-Ki Soon, Gholamreza Haffari

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting.

Haoxin Wang, Yipeng Mo, Kunlan Xiang, Nan Yin, Honghe Dai, Bixiong Li, Songhai Fan, Site Mo

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

TimeSQL: Improving multivariate time series forecasting with multi-scale patching and smooth quadratic loss.

Site Mo, Haoxin Wang, Bixiong Li, Songhai Fan, Yuankai Wu, Xianggen Liu

Inf. Sci., 2024

FTMLP: MLP with Feature-Temporal Block for multivariate time series forecasting.

Haoxin Wang, Yipeng Mo, Honghe Dai, Nan Yin, Songhai Fan, Bixiong Li, Site Mo

Neurocomputing, 2024

Pre-insertion resistors temperature prediction based on improved WOA-SVR.

Honghe Dai, Site Mo, Haoxin Wang, Nan Yin, Songhai Fan, Bixiong Li

CoRR, 2024

2023

Dance of Channel and Sequence: An Efficient Attention-Based Approach for Multivariate Time Series Forecasting.

Haoxin Wang, Yipeng Mo, Nan Yin, Honghe Dai, Bixiong Li, Songhai Fan, Site Mo

CoRR, 2023

TimeSQL: Improving Multivariate Time Series Forecasting with Multi-Scale Patching and Smooth Quadratic Loss.

Site Mo, Haoxin Wang, Bixiong Li, Songhai Fan, Yuankai Wu, Xianggen Liu

CoRR, 2023

2021

Dissolved Gas Analysis for Transformer Fault Based on Learning Spiking Neural P System with Belief AdaBoost.

Xihai Zhang, Gexiang Zhang, Pirthwineel Paul, Jinquan Zhang, Tianbao Wu, Songhai Fan, Xingzhong Xiong

Int. J. Unconv. Comput., 2021

Implementation of Kernel P Systems in CUDA for Solving NP-hard Problems.

Songhai Fan, Yiyu Gong, Gexiang Zhang, Yun Xiao, Haina Rong, Prithwineel Paul, Xiaomin Ma, Han Huang, Marian Gheorghe

Int. J. Unconv. Comput., 2021

2020

A Maximum Entropy Segmentation and Gabor Filtering Algorithm for Transformer Oil Conservator Oil Level Detectio.

Yicen Liu, Yanling Mao, Tianbao Wu, Songhai Fan

Proceedings of the RICAI 2020: 2nd International Conference on Robotics, 2020

2018

Estimation of Ground Deformation of transmission corridors in mountain areas Using Stanford Method.

Shaochun Su, Yiyu Gong, Songhai Fan, Hongbo Zhu, Yan Chen, Yunping Chen

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Height Estimation of Electric Power Transmission Tower Based on Tomography SAR Imaing Method using Staring Spotlight Mode Terrasar-X Data.

Shaochun Su, Yiyu Gong, Songhai Fan, Baolong Wu, Yan Chen, Ling Tong

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A 100μW AC-DC Boost Converter for Electromagnetic Energy Harvesting With 0.2 VPeak Self-starting Voltage and 85% Efficiency.

Kangqi Liu, Mingyi Chen, Yiyu Gong, Songhai Fan, Guoxing Wang

Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018