Yi-Fan Chen

57 papers A* 2A 2B 1C 6Misc 1Journal 36Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Lagging to Leading: Validating Hard Braking Events as High-Density Indicators of Segment Crash Risk.
CoRR
Yechen Li, Shantanu Shahane, Shoshana Vasserman, Carolina Osorio, Yi-Fan Chen, Ivan Kuznetsov, Kristin White, Justyna Swiatkowska, Neha Arora, Feng Guo
2025 J jnl
Network reliability evaluation of manufacturing systems by using a deep learning approach.
Ann. Oper. Res.
Cheng-Fu Huang, Ding-Hsiang Huang, Yi-Kuei Lin, Yi-Fan Chen
2024 J jnl
CoNFiLD-inlet: Synthetic Turbulence Inflow Using Generative Latent Diffusion Models with Neural Fields.
CoRR
Xin-Yang Liu, Meet Hemant Parikh, Xiantao Fan, Pan Du, Qing Wang, Yi-Fan Chen, Jian-Xun Wang
2024 C conf
Low DRAM Memory Access and Flexible Dataflow Convolutional Neural Network Accelerator based on RISC-V Custom Instruction.
ISCAS
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
2024 J jnl
Rational-WENO: A lightweight, physically-consistent three-point weighted essentially non-oscillatory scheme.
CoRR
Shantanu Shahane, Sheide Chammas, Deniz A. Bezgin, Aaron B. Buhendwa, Steffen J. Schmidt, Nikolaus A. Adams, Spencer H. Bryngelson, Yi-Fan Chen, Qing Wang, Fei Sha, Leonardo Zepeda-Núñez
2023 J jnl
Accelerating large-eddy simulations of clouds with Tensor Processing Units.
CoRR
Sheide Chammas, Qing Wang, Tapio Schneider, Matthias Ihme, Yi-Fan Chen, John R. Anderson
2023 A* conf
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models.
NeurIPS
Zhong Yi Wan, Ricardo Baptista, Anudhyan Boral, Yi-Fan Chen, John Anderson, Fei Sha, Leonardo Zepeda-Núñez
2023 J jnl
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models.
CoRR
Zhong Yi Wan, Ricardo Baptista, Yi-Fan Chen, John Anderson, Anudhyan Boral, Fei Sha, Leonardo Zepeda-Núñez
2023 — conf
Designing an Experiential Media System: A Mobile Augmented Reality System for Family Situated Documentaries.
INTERACT Workshops (2)
Yi-Fan Chen
2023 J jnl
Development of a deep learning-based tool to assist wound classification.
CoRR
Po-Hsuan Huang, Yi-Hsiang Pan, Ying-Sheng Luo, Yi-Fan Chen, Yu-Cheng Lo, Trista Pei-Chun Chen, Cherng-Kang Perng
2023 A* conf
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations.
NeurIPS
Anudhyan Boral, Zhong Yi Wan, Leonardo Zepeda-Núñez, James Lottes, Qing Wang, Yi-Fan Chen, John Anderson, Fei Sha
2023 J jnl
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations.
CoRR
Anudhyan Boral, Zhong Yi Wan, Leonardo Zepeda-Núñez, James Lottes, Qing Wang, Yi-Fan Chen, John Robert Anderson, Fei Sha
2022 J jnl
A TensorFlow simulation framework for scientific computing of fluid flows on tensor processing units.
Comput. Phys. Commun.
Qing Wang, Matthias Ihme, Yi-Fan Chen, John R. Anderson
2022 J jnl
Accelerating Physics Simulations with TPUs: An Inundation Modeling Example.
CoRR
Damien Pierce, R. Lily Hu, Yusef Shafi, Anudhyan Boral, Vladimir Anisimov, Sella Nevo, Yi-Fan Chen
2022 J jnl
Accelerating physics simulations with tensor processing units: An inundation modeling example.
Int. J. High Perform. Comput. Appl.
R. Lily Hu, Damien Pierce, Yusef Shafi, Anudhyan Boral, Vladimir Anisimov, Sella Nevo, Yi-Fan Chen
2022 J jnl
Deep Residual Neural Network-Based Defect Detection on Complex Backgrounds.
IEEE Trans. Instrum. Meas.
Chao-Ching Ho, Miguel Angel Benalcázar Hernández, Yi-Fan Chen, Chih-Jer Lin, Chin-Sheng Chen
2022 J jnl
Next Day Wildfire Spread: A Machine Learning Dataset to Predict Wildfire Spreading From Remote-Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Fantine Huot, R. Lily Hu, Nita Goyal, Tharun Sankar, Matthias Ihme, Yi-Fan Chen
2022 A conf
Policy Learning and Evaluation with Randomized Quasi-Monte Carlo.
AISTATS
Sébastien M. R. Arnold, Pierre L'Ecuyer, Liyu Chen, Yi-Fan Chen, Fei Sha
2022 J jnl
Policy Learning and Evaluation with Randomized Quasi-Monte Carlo.
CoRR
Sébastien M. R. Arnold, Pierre L'Ecuyer, Liyu Chen, Yi-Fan Chen, Fei Sha
2022 C conf
RGBD-based Hardware Friendly Head Pose Estimation System via Convolutional attention module.
ISCAS
Yen-Yu Cheng, Ching-Te Chiu, Yi-Fan Chen
2022 — conf
Very-large-scale Integration of a Dual-lead Electrocardiogram Compression Chip with Modified Huffman Encoding.
LifeTech
Yi-Fan Chen, Wei-Jhong Huang, Yi-Wei Zeng, Hsin-Tung Hua, Kai-Fen Chang, Yuan-Ho Chen
2021 J jnl
A TensorFlow Simulation Framework for Scientific Computing of Fluid Flows on Tensor Processing Units.
CoRR
Qing Wang, Matthias Ihme, Yi-Fan Chen, John R. Anderson
2021 J jnl
An Efficient Simulation-Based Travel Demand Calibration Algorithm for Large-Scale Metropolitan Traffic Models.
CoRR
Neha Arora, Yi-Fan Chen, Sanjay Ganapathy, Yechen Li, Ziheng Lin, Carolina Osorio, Andrew Tomkins, Iveel Tsogsuren
2021 J jnl
End-to-End Jet Classification of Boosted Top Quarks with the CMS Open Data.
CoRR
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
2021 J jnl
HyperPINN: Learning parameterized differential equations with physics-informed hypernetworks.
CoRR
Filipe de Avila Belbute-Peres, Yi-Fan Chen, Fei Sha
2021 J jnl
Large-Scale Discrete Fourier Transform on TPUs.
IEEE Access
Tianjian Lu, Yi-Fan Chen, Blake A. Hechtman, Tao Wang, John R. Anderson
2021 Misc conf
Multiple Streams with Recurrence-Based, Counter-Based, and Splittable Random Number Generators.
WSC
Pierre L'Ecuyer, Olivier Nadeau-Chamard, Yi-Fan Chen, Justin Lebar
2021 J jnl
Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data.
CoRR
Fantine Huot, R. Lily Hu, Nita Goyal, Tharun Sankar, Matthias Ihme, Yi-Fan Chen
2021 — conf
Nonuniform Fast Fourier Transform on Tpus.
ISBI
Tianjian Lu, Thibault Marin, Yue Zhuo, Yi-Fan Chen, Chao Ma
2021 J jnl
Using Deep Neural Networks to Evaluate the System Reliability of Manufacturing Networks.
Int. J. Perform. Eng.
Yi-Fan Chen, Yi-Kuei Lin, Cheng-Fu Huang
2020 — conf
Accelerating MRI Reconstruction on TPUs.
HPEC
Tianjian Lu, Thibault Marin, Yue Zhuo, Yi-Fan Chen, Chao Ma
2020 J jnl
Accelerating MRI Reconstruction on TPUs.
CoRR
Tianjian Lu, Thibault Marin, Yue Zhuo, Yi-Fan Chen, Chao Ma
2020 J jnl
Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data.
CoRR
Fantine Huot, R. Lily Hu, Matthias Ihme, Qing Wang, John Burge, Tianjian Lu, Jason Hickey, Yi-Fan Chen, John R. Anderson
2020 J jnl
Large-Scale Discrete Fourier Transform on TPUs.
CoRR
Tianjian Lu, Yi-Fan Chen, Blake A. Hechtman, Tao Wang, John R. Anderson
2020 — conf
Reliability Evaluation for a Cloud Computer Network with Fog Computing.
QRS Companion
Yi-Fan Chen, Ding-Hsiang Huang, Cheng-Fu Huang, Yi-Kuei Lin
2020 J jnl
Sensitivity Analysis in the Dupire Local Volatility Model with Tensorflow.
CoRR
Francois Belletti, Davis King, James Lottes, Yi-Fan Chen, John R. Anderson
2020 J jnl
Simulation Pipeline for Traffic Evacuation in Urban Areas and Emergency Traffic Management Policy Improvements.
CoRR
Yu Chen, S. Yusef Shafi, Yi-Fan Chen
2019 J jnl
High Performance Monte Carlo Simulation of Ising Model on TPU Clusters.
CoRR
Kun Yang, Yi-Fan Chen, George Roumpos, Chris Colby, John R. Anderson
2019 A conf
High performance Monte Carlo simulation of ising model on TPU clusters.
SC
Kun Yang, Yi-Fan Chen, Georgios Roumpos, Chris Colby, John R. Anderson
2019 J jnl
High-resolution imaging on TPUs.
CoRR
Fantine Huot, Yi-Fan Chen, Robert G. Clapp, Carlos Boneti, John R. Anderson
2019 — conf
Image Haze Removal By Adaptive CycleGAN.
APSIPA
Yi-Fan Chen, Amey Kiran Patel, Chia-Ping Chen
2019 J jnl
Scalable Realistic Recommendation Datasets through Fractal Expansions.
CoRR
Francois Belletti, Karthik Lakshmanan, Walid Krichene, Yi-Fan Chen, John R. Anderson
2019 J jnl
Scaling Up Collaborative Filtering Data Sets through Randomized Fractal Expansions.
CoRR
Francois Belletti, Karthik Lakshmanan, Walid Krichene, Nicolas Mayoraz, Yi-Fan Chen, John R. Anderson, Taylor Robie, Tayo Oguntebi, Dan Shirron, Amit Bleiwess
2019 J jnl
Tensor Processing Units for Financial Monte Carlo.
CoRR
Francois Belletti, Davis King, Kun Yang, Roland Nelet, Yusef Shafi, Yi-Fan Chen, John R. Anderson
2017 J jnl
Image-format-independent tampered image detection based on overlapping concurrent directional patterns and neural networks.
Appl. Intell.
Meng-Luen Wu, Chin-Shyurng Fahn, Yi-Fan Chen
2013 J jnl
An Integrated MFFP-tree Algorithm for Mining Global Fuzzy Rules from Distributed Databases.
J. Univers. Comput. Sci.
Chun-Wei Lin, Tzung-Pei Hong, Yi-Fan Chen, Tsung-Ching Lin, Shing-Tai Pan
2013 — conf
Citation functions in social sciences and humanities: Preliminary results from a citation context analysis of Taiwan's history research journals.
ASIST
Chi-Shiou Lin, Yi-Fan Chen, Chieh-Yu Chang
2012 J jnl
Examining social tagging behaviour and the construction of an online folksonomy from the perspectives of cultural capital and social capital.
J. Inf. Sci.
Chi-Shiou Lin, Yi-Fan Chen
2012 — conf
Integration of Multiple Fuzzy FP-trees.
ACIIDS (1)
Tzung-Pei Hong, Chun-Wei Lin, Tsung-Ching Lin, Yi-Fan Chen, Shing-Tai Pan
2009 C conf
A Computational Model of the Relationship between Musical Rhythm and Heart Rhythm.
ISCAS
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
2009 C conf
Equivalent Circuit Model of Light-Emitting-Diode for System Analyses of Lighting Drivers.
IAS
Ray-Lee Lin, Yi-Fan Chen
2009 J jnl
Extending family to school life: College students' use of the mobile phone.
Int. J. Hum. Comput. Stud.
Yi-Fan Chen, James E. Katz
2009 C conf
System Analysis of CCM Dual-Loop Controlled Light-Emitting-Diode Boost Driver.
IAS
Ray-Lee Lin, Yi-Fan Chen
2009 C conf
System Analysis of DCM Dual-Loop Controlled Light-Emitting-Diode Boost Driver.
IAS
Ray-Lee Lin, Yi-Fan Chen
2007 J jnl
A Frequency Diverse Gen2 RFID System with Isolated Continuous Wave Emitters.
J. Networks
Hsin-Chin Liu, Yi-Fan Chen, Yung-Ting Chen
2006 B conf
Smart Wireless Sensor Network Powered by Random Ambient Vibrations.
SMC
Wen-Jong Wu, Yi-Fan Chen, Yu-Yin Chen, Chao-Sheng Wang, Yun-Hsuan Chen
2001 — conf
A low-power 3-phase half rail pass-gate differential logic.
ISCAS (4)
Hongchin Lin, Yi-Fan Chen, Hsien-Chih She