Publications

Preprint

Fan-Keng Sun, Duane S. Boning. FreDo: Frequency Domain-based Long-Term Time Series Forecasting.

* indicates equal contribution.

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. In European Conference on Computer Vision (ECCV), 2021.
Fan-Keng Sun, Christopher I. Lang, Duane S. Boning. Adjusting for Autocorrelated Errors in Neural Networks for Time Series. In Neural Information Processing Systems (NeurIPS), 2021.
Fan-Keng Sun*, Cheng-Hao Ho*, Hung-yi Lee. LAMOL: LAnguage MOdeling for Lifelong Language Learning. In International Conference on Learning Representations (ICLR), 2020.
Fan-Keng Sun, Yao-Wen Chang. BiG: A Bivariate Gradient-Based Wirelength Model for Analytical Circuit Placement. In Proc. of ACM/IEEE Design Automation Conference (DAC), 2019.
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. In Proc. of ACM/IEEE Design Automation Conference (DAC), 2019.
Fan-Keng Sun, Hao Chen, Ching-Yu Chen, Chen-Hao Hsu, Yao-Wen Chang. A Multithreaded Initial Detailed Routing Algorithm Considering Global Routing Guides. In Proc. of IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2018.

* indicates equal contribution.

Christopher I Lang, Fan-Keng Sun, Bruce Lawler, Jack Dillon, Ash Al Dujaili, John Ruth, Peter Cardillo, Perry Alfred, Alan Bowers, Adrian McKiernan, Duane S. Boning. One Class Process Anomaly Detection Using Kernel Density Estimation Methods. IEEE Transactions on Semiconductor Manufacturing, 2022.
Christopher I Lang, Fan-Keng Sun, Ramana Veerasingam, John Yamartino, Duane S. Boning. Understanding and Improving Virtual Metrology Systems Using Bayesian Methods. IEEE Transactions on Semiconductor Manufacturing, 2022.
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 Journal on Scientific Computing (SISC), 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 Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020.
Shun-Yao Shih*, Fan-Keng Sun*, Hung-yi Lee. Temporal Pattern Attention for Multivariate Time Series Forecasting. Journal track of the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), 2019.