Fan-Keng Sun

22 papers A* 6A 2Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Simple Feedfoward Neural Networks are Almost All You Need for Time Series Forecasting.
CoRR
Fan-Keng Sun, Yu-Cheng Wu, Duane S. Boning
2024 A* conf
Improving Neural ODE Training with Temporal Adaptive Batch Normalization.
NeurIPS
Su Zheng, Zhengqi Gao, Fan-Keng Sun, Duane S. Boning, Bei Yu, Martin D. F. Wong
2024 A conf
KirchhoffNet: A Scalable Ultra Fast Analog Neural Network.
ICCAD
Zhengqi Gao, Fan-Keng Sun, Ron Rohrer, Duane S. Boning
2023 J jnl
KirchhoffNet: A Circuit Bridging Message Passing and Continuous-Depth Models.
CoRR
Zhengqi Gao, Fan-Keng Sun, Duane S. Boning
2023 A* conf
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction.
NeurIPS
Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao, Jeffrey H. Lang, Duane S. Boning
2023 J jnl
Nominality Score Conditioned Time Series Anomaly Detection by Point/Sequential Reconstruction.
CoRR
Chih-Yu Lai, Fan-Keng Sun, Zhengqi Gao, Jeffrey H. Lang, Duane S. Boning
2022 J jnl
FreDo: Frequency Domain-based Long-Term Time Series Forecasting.
CoRR
Fan-Keng Sun, Duane S. Boning
2022 — conf
Learning from Multiple Annotator Noisy Labels via Sample-Wise Label Fusion.
ECCV (24)
Zhengqi Gao, Fan-Keng Sun, Mingran Yang, Sucheng Ren, Zikai Xiong, Marc Engeler, Antonio Burazer, Linda Wildling, Luca Daniel, Duane S. Boning
2022 J jnl
Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion.
CoRR
Zhengqi Gao, Fan-Keng Sun, Mingran Yang, Sucheng Ren, Zikai Xiong, Marc Engeler, Antonio Burazer, Linda Wildling, Luca Daniel, Duane S. Boning
2021 J jnl
A DAG-Based Algorithm for Obstacle-Aware Topology-Matching On-Track Bus Routing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Chen-Hao Hsu, Shao-Chun Hung, Hao Chen, Fan-Keng Sun, Yao-Wen Chang
2021 J jnl
Adjusting for Autocorrelated Errors in Neural Networks for Time Series Regression and Forecasting.
CoRR
Fan-Keng Sun, Christopher I. Lang, Duane S. Boning
2021 A* conf
Adjusting for Autocorrelated Errors in Neural Networks for Time Series.
NeurIPS
Fan-Keng Sun, Christopher I. Lang, Duane S. Boning
2021 J jnl
Variational Inference Formulation for a Model-Free Simulation of a Dynamical System with Unknown Parameters by a Recurrent Neural Network.
SIAM J. Sci. Comput.
Kyongmin Yeo, Dylan E. C. Grullon, Fan-Keng Sun, Duane S. Boning, Jayant R. Kalagnanam
2020 J jnl
Conditioned Natural Language Generation using only Unconditioned Language Model: An Exploration.
CoRR
Fan-Keng Sun, Cheng-I Lai
2020 A* conf
LAMOL: LAnguage MOdeling for Lifelong Language Learning.
ICLR
Fan-Keng Sun, Cheng-Hao Ho, Hung-yi Lee
2020 J jnl
Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network.
CoRR
Kyongmin Yeo, Dylan E. C. Grullon, Fan-Keng Sun, Duane S. Boning, Jayant R. Kalagnanam
2019 A* conf
A DAG-Based Algorithm for Obstacle-Aware Topology-Matching On-Track Bus Routing.
DAC
Chen-Hao Hsu, Shao-Chun Hung, Hao Chen, Fan-Keng Sun, Yao-Wen Chang
2019 A* conf
BiG: A Bivariate Gradient-Based Wirelength Model for Analytical Circuit Placement.
DAC
Fan-Keng Sun, Yao-Wen Chang
2019 J jnl
LAMAL: LAnguage Modeling Is All You Need for Lifelong Language Learning.
CoRR
Fan-Keng Sun, Cheng-Hao Ho, Hung-yi Lee
2019 J jnl
Temporal pattern attention for multivariate time series forecasting.
Mach. Learn.
Shun-Yao Shih, Fan-Keng Sun, Hung-yi Lee
2018 A conf
A multithreaded initial detailed routing algorithm considering global routing guides.
ICCAD
Fan-Keng Sun, Hao Chen, Ching-Yu Chen, Chen-Hao Hsu, Yao-Wen Chang
2018 J jnl
Temporal Pattern Attention for Multivariate Time Series Forecasting.
CoRR
Shun-Yao Shih, Fan-Keng Sun, Hung-yi Lee