Xinyuan Huang

According to our database, Xinyuan Huang authored at least 26 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

BINGO: a blind unmixing algorithm for ultra-multiplexing fluorescence images.

Xinyuan Huang, Xiujuan Gao, Ling Fu

Bioinform., February, 2024

2023

Federated benchmarking of medical artificial intelligence with MedPerf.

Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil S. Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J. Beutel, Verena Chung, Timothy Bergquist, James A. Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J. Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M. Awad, Jeremy P. Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M. Johnson, Spyridon Bakas, Peter Mattson

Nat. Mac. Intell., July, 2023

2022

Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking.

Octavian-Eugen Ganea, Xinyuan Huang, Charlotte Bunne, Yatao Bian, Regina Barzilay, Tommi S. Jaakkola, Andreas Krause

Proceedings of the Tenth International Conference on Learning Representations, 2022

Safety verification of large-scale nonlinear systems: a cyclic-small-gain approach.

Xinyuan Huang, Ziliang Lyu, Yiguang Hong

Proceedings of the 17th IEEE International Conference on Control & Automation, 2022

2021

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation.

Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Srini Bala, Daniel J. Beutel, Victor Bittorf, Akshay Chaudhari, Alexander Chowdhury, Cody Coleman, Bala Desinghu, Gregory F. Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Junyi Guo, Xinyuan Huang, David Kanter, Satyananda Kashyap, Nicholas D. Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G. Anthony Reina, Pablo Ribalta, Jacob Rosenthal, Abhishek Singh, Jayaraman J. Thiagarajan, Anna Wuest, Maria Xenochristou, Daguang Xu, Poonam Yadav, Michael Rosenthal, Massimo Loda, Jason M. Johnson, Peter Mattson

CoRR, 2021

2020

Benchmarking TinyML Systems: Challenges and Direction.

Colby R. Banbury, Vijay Janapa Reddi, Max Lam, William Fu, Amin Fazel, Jeremy Holleman, Xinyuan Huang, Robert Hurtado, David Kanter, Anton Lokhmotov, David A. Patterson, Danilo Pau, Jae-sun Seo, Jeff Sieracki, Urmish Thakker, Marian Verhelst, Poonam Yadav

CoRR, 2020

MLPerf Training Benchmark.

Peter Mattson, Christine Cheng, Gregory F. Diamos, Cody Coleman, Paulius Micikevicius, David A. Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debo Dutta, Udit Gupta, Kim M. Hazelwood, Andy Hock, Xinyuan Huang, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia

Proceedings of Machine Learning and Systems 2020, 2020

2019

MLPerf Training Benchmark.

Peter Mattson, Christine Cheng, Cody Coleman, Greg Diamos, Paulius Micikevicius, David A. Patterson, Hanlin Tang, Gu-Yeon Wei, Peter Bailis, Victor Bittorf, David Brooks, Dehao Chen, Debojyoti Dutta, Udit Gupta, Kim M. Hazelwood, Andrew Hock, Xinyuan Huang, Bill Jia, Daniel Kang, David Kanter, Naveen Kumar, Jeffery Liao, Guokai Ma, Deepak Narayanan, Tayo Oguntebi, Gennady Pekhimenko, Lillian Pentecost, Vijay Janapa Reddi, Taylor Robie, Tom St. John, Carole-Jean Wu, Lingjie Xu, Cliff Young, Matei Zaharia

CoRR, 2019

The computational puzzle design framework: a design guide for games teaching computational thinking.

Xina Jiang, Casper Harteveld, Xinyuan Huang, Anthony Y. H. Fung

Proceedings of the 14th International Conference on the Foundations of Digital Games, 2019

Benchmarking Deep Learning for Time Series: Challenges and Directions.

Xinyuan Huang, Geoffrey C. Fox, Sergey Serebryakov, Ankur Mohan, Pawel M. Morkisz, Debojyoti Dutta

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Plant identification based on very deep convolutional neural networks.

Heyan Zhu, Qinglin Liu, Yuankai Qi, Xinyuan Huang, Feng Jiang, Shengping Zhang

Multim. Tools Appl., 2018

User mobility aware task assignment for Mobile Edge Computing.

Zi Wang, Zhiwei Zhao, Geyong Min, Xinyuan Huang, Qiang Ni, Rong Wang

Future Gener. Comput. Syst., 2018

Tiered Object Storage using Persistent Memory.

Johnu George, Ramdoot Pydipaty, Xinyuan Huang, Amit Saha, Debo Dutta, Gary Wang, Uma Gangumalla

CoRR, 2018

Kubebench: A Benchmarking Platform for ML Workloads.

Xinyuan Huang, Amit Kumar Saha, Debojyoti Dutta, Ce Gao

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

Towards #consistentAI Position Paper.

Debojyoti Dutta, Amit Kumar Saha, Johnu George, Xinyuan Huang, Ramdoot Pydipaty, Purushotham Kamath, Lew Tucker

Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

2017

Plant identification via multipath sparse coding.

Heyan Zhu, Xinyuan Huang, Shengping Zhang, Pong C. Yuen

Multim. Tools Appl., 2017

Research and implementation of animations evaluation system.

Xinyuan Huang, Meng Du

Clust. Comput., 2017

Exploiting Mobile Sensor Data for Media Caching in Mobile Edge Networks.

Zi Wang, Zifei Zhao, Zhiwei Zhao, Geyong Min, Xinyuan Huang, Hancong Duan, Jia Hu

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

2014

Systematic Research and Implementation of Sinology Knowledge with VR Technology.

Dayan Shangguan, Xinyuan Huang

J. Comput., 2014

An immersive fire training system using kinect.

Qiuhai He, Guoying Zhao, Xiaopeng Hong, Xinyuan Huang

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013

Determining the Physiological Age of Plant Organs on Basis of Clustering Analysis.

Dayan Shangguan, Xinyuan Huang

J. Softw., 2013

Gesture interaction for wall-sized touchscreen display.

Yan Zhai, Guoying Zhao, Toni Alatalo, Janne Heikkilä, Timo Ojala, Xinyuan Huang

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2010

A Color-Texture Segmentation Method to Extract Tree Image in Complex Scene.

Xiaosong Wang, Xinyuan Huang, Hui Fu

Proceedings of the 2010 International Conference on Machine Vision and Human-machine Interface, 2010

Research on Text Clustering Algorithms.

Qun Li, Xinyuan Huang

Proceedings of the Second International Workshop on Database Technology and Applications, 2010

2002

Tangible Interface: Integration of the Real and Virtual.

Qianping Wang, Chang Li, Xinyuan Huang, Ming Xi Tang

Proceedings of the Seventh International Conference on CSCW in Design, 2002

2001

The Introduction of Three Methods Generating Stereoscopic Image.

Guoying Zhao, Xinyuan Huang

Proceedings of the Active Media Technology, 6th International Computer Science Conference, 2001