Yi-Fan Chen

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 41

Top Topics

Fourier Transform

Processing Units

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Yi-Fan Chen, Yu-Jen Chang, Ching-Te Chiu, Ming-Long Huang, Geng-Ming Liang, Chao-Lin Lee, Jenq-Kuen Lee, Ping-Yu Hsieh, Wei-Chih Lai
Low DRAM Memory Access and Flexible Dataflow Convolutional Neural Network Accelerator based on RISC-V Custom Instruction. ISCAS (2024)
Zhong Yi Wan, Ricardo Baptista, Yi-Fan Chen, John Anderson, Anudhyan Boral, Fei Sha, Leonardo Zepeda-Núñez
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models. CoRR (2023)
Zhong Yi Wan, Ricardo Baptista, Anudhyan Boral, Yi-Fan Chen, John Anderson, Fei Sha, Leonardo Zepeda-Núñez
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models. NeurIPS (2023)
Anudhyan Boral, Zhong Yi Wan, Leonardo Zepeda-Núñez, James Lottes, Qing Wang, Yi-Fan Chen, John Anderson, Fei Sha
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations. NeurIPS (2023)
Po-Hsuan Huang, Yi-Hsiang Pan, Ying-Sheng Luo, Yi-Fan Chen, Yu-Cheng Lo, Trista Pei-Chun Chen, Cherng-Kang Perng
Development of a deep learning-based tool to assist wound classification. CoRR (2023)
Yi-Fan Chen
Designing an Experiential Media System: A Mobile Augmented Reality System for Family Situated Documentaries. INTERACT Workshops (2) (2023)
Anudhyan Boral, Zhong Yi Wan, Leonardo Zepeda-Núñez, James Lottes, Qing Wang, Yi-Fan Chen, John Robert Anderson, Fei Sha
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations. CoRR (2023)
Sheide Chammas, Qing Wang, Tapio Schneider, Matthias Ihme, Yi-Fan Chen, John R. Anderson
Accelerating large-eddy simulations of clouds with Tensor Processing Units. CoRR (2023)
Chao-Ching Ho, Miguel Angel Benalcázar Hernández, Yi-Fan Chen, Chih-Jer Lin, Chin-Sheng Chen
Deep Residual Neural Network-Based Defect Detection on Complex Backgrounds. IEEE Trans. Instrum. Meas. 71 (2022)
Yen-Yu Cheng, Ching-Te Chiu, Yi-Fan Chen
RGBD-based Hardware Friendly Head Pose Estimation System via Convolutional attention module. ISCAS (2022)
Damien Pierce, R. Lily Hu, Yusef Shafi, Anudhyan Boral, Vladimir Anisimov, Sella Nevo, Yi-Fan Chen
Accelerating Physics Simulations with TPUs: An Inundation Modeling Example. CoRR (2022)
Fantine Huot, R. Lily Hu, Nita Goyal, Tharun Sankar, Matthias Ihme, Yi-Fan Chen
Next Day Wildfire Spread: A Machine Learning Dataset to Predict Wildfire Spreading From Remote-Sensing Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Sébastien M. R. Arnold, Pierre L'Ecuyer, Liyu Chen, Yi-Fan Chen, Fei Sha
Policy Learning and Evaluation with Randomized Quasi-Monte Carlo. AISTATS (2022)
Yi-Fan Chen, Wei-Jhong Huang, Yi-Wei Zeng, Hsin-Tung Hua, Kai-Fen Chang, Yuan-Ho Chen
Very-large-scale Integration of a Dual-lead Electrocardiogram Compression Chip with Modified Huffman Encoding. LifeTech (2022)
R. Lily Hu, Damien Pierce, Yusef Shafi, Anudhyan Boral, Vladimir Anisimov, Sella Nevo, Yi-Fan Chen
Accelerating physics simulations with tensor processing units: An inundation modeling example. Int. J. High Perform. Comput. Appl. 36 (4) (2022)
Sébastien M. R. Arnold, Pierre L'Ecuyer, Liyu Chen, Yi-Fan Chen, Fei Sha
Policy Learning and Evaluation with Randomized Quasi-Monte Carlo. CoRR (2022)
Qing Wang, Matthias Ihme, Yi-Fan Chen, John R. Anderson
A TensorFlow simulation framework for scientific computing of fluid flows on tensor processing units. Comput. Phys. Commun. 274 (2022)
Pierre L'Ecuyer, Olivier Nadeau-Chamard, Yi-Fan Chen, Justin Lebar
Multiple Streams with Recurrence-Based, Counter-Based, and Splittable Random Number Generators. WSC (2021)
Tianjian Lu, Yi-Fan Chen, Blake A. Hechtman, Tao Wang, John R. Anderson
Large-Scale Discrete Fourier Transform on TPUs. IEEE Access 9 (2021)
Filipe de Avila Belbute-Peres, Yi-Fan Chen, Fei Sha
HyperPINN: Learning parameterized differential equations with physics-informed hypernetworks. CoRR (2021)
Michael Andrews, Bjorn Burkle, Yi-Fan Chen, Davide DiCroce, Sergei Gleyzer, Ulrich Heintz, Meenakshi Narain, Manfred Paulini, Nikolas Pervan, Yusef Shafi, Wei Sun, Kun Yang
End-to-End Jet Classification of Boosted Top Quarks with the CMS Open Data. CoRR (2021)
Neha Arora, Yi-Fan Chen, Sanjay Ganapathy, Yechen Li, Ziheng Lin, Carolina Osorio, Andrew Tomkins, Iveel Tsogsuren
An Efficient Simulation-Based Travel Demand Calibration Algorithm for Large-Scale Metropolitan Traffic Models. CoRR (2021)
Fantine Huot, R. Lily Hu, Nita Goyal, Tharun Sankar, Matthias Ihme, Yi-Fan Chen
Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data. CoRR (2021)
Qing Wang, Matthias Ihme, Yi-Fan Chen, John R. Anderson
A TensorFlow Simulation Framework for Scientific Computing of Fluid Flows on Tensor Processing Units. CoRR (2021)
Tianjian Lu, Thibault Marin, Yue Zhuo, Yi-Fan Chen, Chao Ma
Nonuniform Fast Fourier Transform on Tpus. ISBI (2021)
Yi-Fan Chen, Yi-Kuei Lin, Cheng-Fu Huang
Using Deep Neural Networks to Evaluate the System Reliability of Manufacturing Networks. Int. J. Perform. Eng. 17 (7) (2021)
Yu Chen, S. Yusef Shafi, Yi-Fan Chen
Simulation Pipeline for Traffic Evacuation in Urban Areas and Emergency Traffic Management Policy Improvements. CoRR (2020)
Tianjian Lu, Thibault Marin, Yue Zhuo, Yi-Fan Chen, Chao Ma
Accelerating MRI Reconstruction on TPUs. CoRR (2020)
Yi-Fan Chen, Ding-Hsiang Huang, Cheng-Fu Huang, Yi-Kuei Lin
Reliability Evaluation for a Cloud Computer Network with Fog Computing. QRS Companion (2020)
Tianjian Lu, Thibault Marin, Yue Zhuo, Yi-Fan Chen, Chao Ma
Accelerating MRI Reconstruction on TPUs. HPEC (2020)
Francois Belletti, Davis King, James Lottes, Yi-Fan Chen, John R. Anderson
Sensitivity Analysis in the Dupire Local Volatility Model with Tensorflow. CoRR (2020)
Fantine Huot, R. Lily Hu, Matthias Ihme, Qing Wang, John Burge, Tianjian Lu, Jason Hickey, Yi-Fan Chen, John R. Anderson
Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data. CoRR (2020)
Tianjian Lu, Yi-Fan Chen, Blake A. Hechtman, Tao Wang, John R. Anderson
Large-Scale Discrete Fourier Transform on TPUs. CoRR (2020)
Fantine Huot, Yi-Fan Chen, Robert Clapp, Carlos Boneti, John R. Anderson
High-resolution imaging on TPUs. CoRR (2019)
Kun Yang, Yi-Fan Chen, George Roumpos, Chris Colby, John R. Anderson
High Performance Monte Carlo Simulation of Ising Model on TPU Clusters. CoRR (2019)
Francois Belletti, Karthik Lakshmanan, Walid Krichene, Yi-Fan Chen, John R. Anderson
Scalable Realistic Recommendation Datasets through Fractal Expansions. CoRR (2019)
Francois Belletti, Karthik Lakshmanan, Walid Krichene, Nicolas Mayoraz, Yi-Fan Chen, John R. Anderson, Taylor Robie, Tayo Oguntebi, Dan Shirron, Amit Bleiwess
Scaling Up Collaborative Filtering Data Sets through Randomized Fractal Expansions. CoRR (2019)
Kun Yang, Yi-Fan Chen, Georgios Roumpos, Chris Colby, John R. Anderson
High performance Monte Carlo simulation of ising model on TPU clusters. SC (2019)
Francois Belletti, Davis King, Kun Yang, Roland Nelet, Yusef Shafi, Yi-Fan Chen, John R. Anderson
Tensor Processing Units for Financial Monte Carlo. CoRR (2019)
Yi-Fan Chen, Amey Kiran Patel, Chia-Ping Chen
Image Haze Removal By Adaptive CycleGAN. APSIPA (2019)
Meng-Luen Wu, Chin-Shyurng Fahn, Yi-Fan Chen
Image-format-independent tampered image detection based on overlapping concurrent directional patterns and neural networks. Appl. Intell. 47 (2) (2017)
Chi-Shiou Lin, Yi-Fan Chen, Chieh-Yu Chang
Citation functions in social sciences and humanities: Preliminary results from a citation context analysis of Taiwan's history research journals. ASIST (2013)
Chun-Wei Lin, Tzung-Pei Hong, Yi-Fan Chen, Tsung-Ching Lin, Shing-Tai Pan
An Integrated MFFP-tree Algorithm for Mining Global Fuzzy Rules from Distributed Databases. J. Univers. Comput. Sci. 19 (4) (2013)
Tzung-Pei Hong, Chun-Wei Lin, Tsung-Ching Lin, Yi-Fan Chen, Shing-Tai Pan
Integration of Multiple Fuzzy FP-trees. ACIIDS (1) (2012)
Chi-Shiou Lin, Yi-Fan Chen
Examining social tagging behaviour and the construction of an online folksonomy from the perspectives of cultural capital and social capital. J. Inf. Sci. 38 (6) (2012)
Ray-Lee Lin, Yi-Fan Chen
System Analysis of DCM Dual-Loop Controlled Light-Emitting-Diode Boost Driver. IAS (2009)
Ray-Lee Lin, Yi-Fan Chen
System Analysis of CCM Dual-Loop Controlled Light-Emitting-Diode Boost Driver. IAS (2009)
Yi-Fan Chen, James E. Katz
Extending family to school life: College students' use of the mobile phone. Int. J. Hum. Comput. Stud. 67 (2) (2009)
Ray-Lee Lin, Yi-Fan Chen
Equivalent Circuit Model of Light-Emitting-Diode for System Analyses of Lighting Drivers. IAS (2009)
Hui-Min Wang, Shih-Hsiang Lin, Yu-Chieh Huang, Yi-Cheng Chen, Lei-Chun Chou, You-Liang Lai, Yi-Fan Chen, Sheng-Chieh Huang, Ming-Yie Jan
A Computational Model of the Relationship between Musical Rhythm and Heart Rhythm. ISCAS (2009)
Hsin-Chin Liu, Yi-Fan Chen, Yung-Ting Chen
A Frequency Diverse Gen2 RFID System with Isolated Continuous Wave Emitters. J. Networks 2 (5) (2007)
Wen-Jong Wu, Yi-Fan Chen, Yu-Yin Chen, Chao-Sheng Wang, Yun-Hsuan Chen
Smart Wireless Sensor Network Powered by Random Ambient Vibrations. SMC (2006)
Hongchin Lin, Yi-Fan Chen, Hsien-Chih She
A low-power 3-phase half rail pass-gate differential logic. ISCAS (4) (2001)