Yuantao Fan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Expert Knowledge

Affective Computing

Invariant Features

Fault Detection

Top Venues

Publications

Ka Man Lo, Yiming Liang, Wenyu Du, Yuantao Fan, Zili Wang, Wenhao Huang, Lei Ma, Jie Fu
m2mKD: Module-to-Module Knowledge Distillation for Modular Transformers. CoRR (2024)
Yuantao Fan, Xinyu Tu, Ruifan Li
An Inverse Retrieval Method via Query Generation for Xiaohongshu's Search Engine. ICIC (LNAI 5) (2024)
Yuantao Fan, Zhenkan Wang, Sepideh Pashami, Slawomir Nowaczyk, Henrik Ydreskog
Forecasting Auxiliary Energy Consumption for Electric Heavy-Duty Vehicles. CoRR (2023)
Sepideh Pashami, Slawomir Nowaczyk, Yuantao Fan, Jakub Jakubowski, Nuno Paiva, Narjes Davari, Szymon Bobek, Samaneh Jamshidi, Hamid Sarmadi, Abdallah Alabdallah, Rita P. Ribeiro, Bruno Veloso, Moamar Sayed Mouchaweh, Lala H. Rajaoarisoa, Grzegorz J. Nalepa, João Gama
Explainable Predictive Maintenance. CoRR (2023)
Dongjie Yang, Ruifeng Yuan, Yuantao Fan, Yifei Yang, Zili Wang, Shusen Wang, Hai Zhao
RefGPT: Reference -> Truthful & Customized Dialogues Generation by GPTs and for GPTs. CoRR (2023)
Dongjie Yang, Ruifeng Yuan, Yuantao Fan, Yifei Yang, Zili Wang, Shusen Wang, Hai Zhao
RefGPT: Dialogue Generation of GPT, by GPT, and for GPT. EMNLP (Findings) (2023)
Yuantao Fan, Hamid Sarmadi, Slawomir Nowaczyk
Incorporating Physics-Based Models into Data Driven Approaches for Air Leak Detection in City Buses. PKDD/ECML Workshops (2) (2022)
Narjes Davari, Sepideh Pashami, Bruno Veloso, Slawomir Nowaczyk, Yuantao Fan, Pedro Mota Pereira, Rita P. Ribeiro, João Gama
A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set. IDA (2022)
Mohammed Ghaith Altarabichi, Yuantao Fan, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk
Extracting Invariant Features for Predicting State of Health of Batteries in Hybrid Energy Buses. DSAA (2021)
Yuantao Fan, Slawomir Nowaczyk, Thorsteinn S. Rögnvaldsson
Transfer learning for remaining useful life prediction based on consensus self-organizing models. Reliab. Eng. Syst. Saf. 203 (2020)
Ece Calikus, Yuantao Fan, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna
Interactive-COSMO: Consensus Self-Organized Models for Fault Detection with Expert Feedback. IDM@WSDM (2019)
Kunru Chen, Sepideh Pashami, Yuantao Fan, Slawomir Nowaczyk
Predicting Air Compressor Failures Using Long Short Term Memory Networks. EPIA (1) (2019)
Yuantao Fan, Slawomir Nowaczyk, Thorsteinn S. Rögnvaldsson
Transfer learning for Remaining Useful Life Prediction Based on Consensus Self-Organizing Models. CoRR (2019)
Martin Cooney, Sepideh Pashami, Anita Pinheiro Sant'Anna, Yuantao Fan, Slawomir Nowaczyk
Pitfalls of Affective Computing: How can the automatic visual communication of emotions lead to harm, and what can be done to mitigate such risks. WWW (Companion Volume) (2018)
Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Ece Calikus, Yuantao Fan
Monitoring Equipment Operation Through Model and Event Discovery. IDEAL (2) (2018)
Martin Cooney, Sepideh Pashami, Yuantao Fan, Anita Pinheiro Sant'Anna, Yinrong Ma, Tianyi Zhang, Yuwei Zhao, Wolfgang Hotze, Jeremy Heyne, Cristofer Englund, Achim J. Lilienthal, Tom Ziemke
Exploring home robot capabilities by medium fidelity prototyping. CoRR (2017)
Yuantao Fan, Maytheewat Aramrattana, Saeed Gholami Shahbandi, Hassan Mashad Nemati, Björn Åstrand
Infrastructure Mapping in Well-Structured Environments Using MAV. TAROS (2016)
Xudong Teng, Yuantao Fan, Slawomir Nowaczyk
Evaluation of micro-flaws in metallic material based on a self-organized data-driven approach. ICPHM (2016)
Yuantao Fan, Slawomir Nowaczyk, Thorsteinn S. Rögnvaldsson
Evaluation of Self-Organized Approach for Predicting Compressor Faults in a City Bus Fleet. INNS Conference on Big Data (2015)
Yuantao Fan, Slawomir Nowaczyk, Thorsteinn S. Rögnvaldsson
Incorporating Expert Knowledge into a Self-Organized Approach for Predicting Compressor Faults in a City Bus Fleet. SCAI (2015)