Xinyuan Huang

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 21

Top Topics

Artificial Intelligence

Top Venues

Multim. Tools Appl.

Publications

Xinyuan Huang, Xiujuan Gao, Ling Fu
BINGO: a blind unmixing algorithm for ultra-multiplexing fluorescence images. Bioinform. 40 (2) (2024)
Jinning Wang, Xinyuan Huang, Zichu Yang, Weiran Zhao
Construction of Artificial Intelligence Generated Content in Digital Film Production. TrustCom (2023)
Xinyuan Huang, Qianqian Ren
Probing Traffic Trend Forecasting via Spatial-Temporal Aware Learning-Graph Attention. ACML (2023)
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 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 Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas 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
Federated benchmarking of medical artificial intelligence with MedPerf. Nat. Mac. Intell. 5 (7) (2023)
Octavian-Eugen Ganea, Xinyuan Huang, Charlotte Bunne, Yatao Bian, Regina Barzilay, Tommi S. Jaakkola, Andreas Krause
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking. ICLR (2022)
Xinyuan Huang, Ziliang Lyu, Yiguang Hong
Safety verification of large-scale nonlinear systems: a cyclic-small-gain approach. ICCA (2022)
Octavian-Eugen Ganea, Xinyuan Huang, Charlotte Bunne, Yatao Bian, Regina Barzilay, Tommi Jaakkola, Andreas Krause
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking. CoRR (2021)
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
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation. CoRR (2021)
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
Benchmarking TinyML Systems: Challenges and Direction. CoRR (2020)
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
MLPerf Training Benchmark. MLSys (2020)
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
MLPerf Training Benchmark. CoRR (2019)
Xinyuan Huang, Geoffrey C. Fox, Sergey Serebryakov, Ankur Mohan, Pawel M. Morkisz, Debojyoti Dutta
Benchmarking Deep Learning for Time Series: Challenges and Directions. IEEE BigData (2019)
Xina Jiang, Casper Harteveld, Xinyuan Huang, Anthony Y. H. Fung
The computational puzzle design framework: a design guide for games teaching computational thinking. FDG (2019)
Heyan Zhu, Qinglin Liu, Yuankai Qi, Xinyuan Huang, Feng Jiang, Shengping Zhang
Plant identification based on very deep convolutional neural networks. Multim. Tools Appl. 77 (22) (2018)
Johnu George, Ramdoot Pydipaty, Xinyuan Huang, Amit Saha, Debo Dutta, Gary Wang, Uma Gangumalla
Tiered Object Storage using Persistent Memory. CoRR (2018)
Zi Wang, Zhiwei Zhao, Geyong Min, Xinyuan Huang, Qiang Ni, Rong Wang
User mobility aware task assignment for Mobile Edge Computing. Future Gener. Comput. Syst. 85 (2018)
Xinyuan Huang, Amit Kumar Saha, Debojyoti Dutta, Ce Gao
Kubebench: A Benchmarking Platform for ML Workloads. AI4I (2018)
Debojyoti Dutta, Amit Kumar Saha, Johnu George, Xinyuan Huang, Ramdoot Pydipaty, Purushotham Kamath, Lew Tucker
Towards #consistentAI Position Paper. AI4I (2018)
Zi Wang, Zifei Zhao, Zhiwei Zhao, Geyong Min, Xinyuan Huang, Hancong Duan, Jia Hu
Exploiting Mobile Sensor Data for Media Caching in Mobile Edge Networks. DASC/PiCom/DataCom/CyberSciTech (2017)
Xinyuan Huang, Meng Du
Research and implementation of animations evaluation system. Clust. Comput. 20 (2) (2017)
Heyan Zhu, Xinyuan Huang, Shengping Zhang, Pong C. Yuen
Plant identification via multipath sparse coding. Multim. Tools Appl. 76 (3) (2017)
Qiuhai He, Guoying Zhao, Xiaopeng Hong, Xinyuan Huang
An immersive fire training system using kinect. UbiComp Adjunct (2014)
Dayan Shangguan, Xinyuan Huang
Systematic Research and Implementation of Sinology Knowledge with VR Technology. J. Comput. 9 (3) (2014)
Dayan Shangguan, Xinyuan Huang
Determining the Physiological Age of Plant Organs on Basis of Clustering Analysis. J. Softw. 8 (12) (2013)
Yan Zhai, Guoying Zhao, Toni Alatalo, Janne Heikkilä, Timo Ojala, Xinyuan Huang
Gesture interaction for wall-sized touchscreen display. UbiComp (Adjunct Publication) (2013)
Qun Li, Xinyuan Huang
Research on Text Clustering Algorithms. DBTA (2010)
Xiaosong Wang, Xinyuan Huang, Hui Fu
A Color-Texture Segmentation Method to Extract Tree Image in Complex Scene. MVHI (2010)
Qianping Wang, Chang Li, Xinyuan Huang, Ming Xi Tang
Tangible Interface: Integration of the Real and Virtual. CSCWD (2002)
Guoying Zhao, Xinyuan Huang
The Introduction of Three Methods Generating Stereoscopic Image. Active Media Technology (2001)