Fan-Keng Sun

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 19

Top Topics

Multivariate Time Series

Variational Inference

Top Venues

Publications

Zhengqi Gao, Fan-Keng Sun, Duane S. Boning
KirchhoffNet: A Circuit Bridging Message Passing and Continuous-Depth Models. CoRR (2023)
Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao, Jeffrey H. Lang, Duane S. Boning
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction. NeurIPS (2023)
Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao, Jeffrey H. Lang, Duane S. Boning
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction. CoRR (2023)
Zhengqi Gao, Fan-Keng Sun, Mingran Yang, Sucheng Ren, Zikai Xiong, Marc Engeler, Antonio Burazer, Linda Wildling, Luca Daniel, Duane S. Boning
Learning from Multiple Annotator Noisy Labels via Sample-Wise Label Fusion. ECCV (24) (2022)
Zhengqi Gao, Fan-Keng Sun, Mingran Yang, Sucheng Ren, Zikai Xiong, Marc Engeler, Antonio Burazer, Linda Wildling, Luca Daniel, Duane S. Boning
Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion. CoRR (2022)
Fan-Keng Sun, Duane S. Boning
FreDo: Frequency Domain-based Long-Term Time Series Forecasting. CoRR (2022)
Fan-Keng Sun, Christopher I. Lang, Duane S. Boning
Adjusting for Autocorrelated Errors in Neural Networks for Time Series Regression and Forecasting. CoRR (2021)
Chen-Hao Hsu, Shao-Chun Hung, Hao Chen, Fan-Keng Sun, Yao-Wen Chang
A DAG-Based Algorithm for Obstacle-Aware Topology-Matching On-Track Bus Routing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (3) (2021)
Kyongmin Yeo, Dylan E. C. Grullon, Fan-Keng Sun, Duane S. Boning, Jayant R. Kalagnanam
Variational Inference Formulation for a Model-Free Simulation of a Dynamical System with Unknown Parameters by a Recurrent Neural Network. SIAM J. Sci. Comput. 43 (2) (2021)
Fan-Keng Sun, Christopher I. Lang, Duane S. Boning
Adjusting for Autocorrelated Errors in Neural Networks for Time Series. NeurIPS (2021)
Kyongmin Yeo, Dylan E. C. Grullon, Fan-Keng Sun, Duane S. Boning, Jayant R. Kalagnanam
Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network. CoRR (2020)
Fan-Keng Sun, Cheng-Hao Ho, Hung-Yi Lee
LAMOL: LAnguage MOdeling for Lifelong Language Learning. ICLR (2020)
Fan-Keng Sun, Cheng-I Lai
Conditioned Natural Language Generation using only Unconditioned Language Model: An Exploration. CoRR (2020)
Chen-Hao Hsu, Shao-Chun Hung, Hao Chen, Fan-Keng Sun, Yao-Wen Chang
A DAG-Based Algorithm for Obstacle-Aware Topology-Matching On-Track Bus Routing. DAC (2019)
Fan-Keng Sun, Yao-Wen Chang
BiG: A Bivariate Gradient-Based Wirelength Model for Analytical Circuit Placement. DAC (2019)
Shun-Yao Shih, Fan-Keng Sun, Hung-Yi Lee
Temporal pattern attention for multivariate time series forecasting. Mach. Learn. 108 (8-9) (2019)
Fan-Keng Sun, Cheng-Hao Ho, Hung-Yi Lee
LAMAL: LAnguage Modeling Is All You Need for Lifelong Language Learning. CoRR (2019)
Shun-Yao Shih, Fan-Keng Sun, Hung-Yi Lee
Temporal Pattern Attention for Multivariate Time Series Forecasting. CoRR (2018)
Fan-Keng Sun, Hao Chen, Ching-Yu Chen, Chen-Hao Hsu, Yao-Wen Chang
A multithreaded initial detailed routing algorithm considering global routing guides. ICCAD (2018)