Dantong Yu

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 28

Top Topics

Scientific Workflows

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Tingting Xuan, Yimin Zhu, Giorgian Borca-Tasciuc, Ming Xiong Liu, Yu Sun, Cameron Dean, Yasser Corrales Morales, Zhaozhong Shi, Dantong Yu
End-to-End Pipeline for Trigger Detection on Hit and Track Graphs. AAAI (2023)
Uras Varolgunes, Dan Zhou, Dantong Yu, Ajim Uddin
NMTucker: Non-linear Matryoshka Tucker Decomposition for Financial Time Series Imputation. ICAIF (2023)
Dan Zhou, Ajim Uddin, Zuofeng Shang, Cheickna Sylla, Xinyuan Tao, Dantong Yu
A Fast Non-Linear Coupled Tensor Completion Algorithm for Financial Data Integration and Imputation. ICAIF (2023)
Siqi Jiang, Ajim Uddin, Zhi Wei, Dantong Yu
The Network of Mutual Funds: A Dynamic Heterogeneous Graph Neural Network for Estimating Mutual Funds Performance. ICAIF (2023)
Shibo Yao, Dantong Yu, Ioannis Koutis
Neural Network Pruning as Spectrum Preserving Process. CoRR (2023)
Uras Varolgunes, Shibo Yao, Yao Ma, Dantong Yu
Embedding Imputation With Self-Supervised Graph Neural Networks. IEEE Access 11 (2023)
Ajim Uddin, Xinyuan Tao, Chia-Ching Chou, Dantong Yu
Machine Learning for Earnings Prediction: A Nonlinear Tensor Approach for Data Integration and Completion. ICAIF (2022)
Dan Zhou, Ajim Uddin, Zuofeng Shang, Cheickna Sylla, Dantong Yu
Core Matrix Regression and Prediction with Regularization. ICAIF (2022)
Tingting Xuan, Giorgian Borca-Tasciuc, Yimin Zhu, Yu Sun, Cameron Dean, Zhaozhong Shi, Dantong Yu
Trigger Detection for the sPHENIX Experiment via Bipartite Graph Networks with Set Transformer. ECML/PKDD (3) (2022)
Dan Zhou, Ajim Uddin, Xinyuan Tao, Zuofeng Shang, Dantong Yu
Temporal Bipartite Graph Neural Networks for Bond Prediction. ICAIF (2022)
Shibo Yao, Dantong Yu, Xiangmin Jiao
Perturbing Eigenvalues with Residual Learning in Graph Convolutional Neural Networks. ACML (2021)
Ajim Uddin, Dan Zhou, Xinyuan Tao, Chia-Ching Chou, Dantong Yu
MLCTR: A Fast Scalable Coupled Tensor Completion Based on Multi-Layer Non-Linear Matrix Factorization. CoRR (2021)
Ajim Uddin, Xinyuan Tao, Dantong Yu
Attention Based Dynamic Graph Learning Framework for Asset Pricing. CIKM (2021)
Xinyue Ye, Wenbo Wang, Xiaoqi Zhang, Zhenlong Li, Dantong Yu, Jiaxin Du, Zhihui Chen
Reconstructing spatial information diffusion networks with heterogeneous agents and text contents. Trans. GIS 25 (4) (2021)
Ziqiao Guan, Kevin G. Yager, Dantong Yu, Hong Qin
Multi-Label Visual Feature Learning with Attentional Aggregation. WACV (2020)
Ajim Uddin, Xinyuan Tao, Chia-Ching Chou, Dantong Yu
Nonlinear Tensor Completion Using Domain Knowledge: An Application in Analysts' Earnings Forecast. ICDM (Workshops) (2020)
Shibo Yao, Dantong Yu, Keli Xiao
Enhancing Domain Word Embedding via Latent Semantic Imputation. KDD (2019)
Pranjal Sahu, Dantong Yu, Mallesham Dasari, Fei Hou, Hong Qin
A Lightweight Multi-Section CNN for Lung Nodule Classification and Malignancy Estimation. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Shibo Yao, Dantong Yu, Keli Xiao
Enhancing Domain Word Embedding via Latent Semantic Imputation. CoRR (2019)
Nageswara S. V. Rao, Qiang Liu, Satyabrata Sen, Rajkumar Kettimuthu, Joshua M. Boley, Bradley W. Settlemyer, Hsing-Bung Chen, Dimitrios Katramatos, Dantong Yu
Software-Defined Network Solutions for Science Scenarios: Performance Testing Framework and Measurements. ICDCN (2018)
Ziqiao Guan, Hong Qin, Kevin G. Yager, Youngwoo Choo, Dantong Yu
Automatic X-ray Scattering Image Annotation via Double-View Fourier-Bessel Convolutional Networks. BMVC (2018)
Pranjal Sahu, Dantong Yu, Kevin G. Yager, Mallesham Dasari, Hong Qin
In-Operando Tracking and Prediction of Transition in Material System using LSTM. AI-Science@HPDC (2018)
Tan Li, Yufei Ren, Dantong Yu, Shudong Jin
RAMSYS: Resource-Aware Asynchronous Data Transfer with Multicore SYStems. IEEE Trans. Parallel Distributed Syst. 28 (5) (2017)
Tan Li, Yufei Ren, Dantong Yu, Shudong Jin
Analysis of NUMA effects in modern multicore systems for the design of high-performance data transfer applications. Future Gener. Comput. Syst. 74 (2017)
Shun Yao, Dantong Yu
PhiOpenSSL: Using the Xeon Phi Coprocessor for Efficient Cryptographic Calculations. IPDPS (2017)
Boyu Wang, Kevin G. Yager, Dantong Yu, Minh Hoai
X-Ray Scattering Image Classification Using Deep Learning. WACV (2017)
Boyu Wang, Kevin G. Yager, Dantong Yu, Minh Hoai
X-ray Scattering Image Classification Using Deep Learning. CoRR (2016)
Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin
Diverse Power Iteration Embeddings: Theory and Practice. IEEE Trans. Knowl. Data Eng. 28 (10) (2016)
Tan Li, Yufei Ren, Dantong Yu, Shudong Jin
Resources-Conscious Asynchronous High-Speed Data Transfer in Multicore Systems: Design, Optimizations, and Evaluation. IPDPS (2015)
Cheng Chang, Shun Yao, Dantong Yu
sRSA: High Speed RSA on the Intel MIC Architecture. ICPADS (2015)
Li Shi, Sushant Sharma, Dimitrios Katramatos, Dantong Yu
Optimizing circuit allocation for bandwidth reservations in dynamic virtual circuit networks. ICNC (2015)
Cheng Chang, Shun Yao, Dantong Yu
Vectorized Big Integer Operations for Cryptosystems on the Intel MIC Architecture. HiPC (2015)
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
Design, Implementation, and Evaluation of a NUMA-Aware Cache for iSCSI Storage Servers. IEEE Trans. Parallel Distributed Syst. 26 (2) (2015)
Jin Xu, Shinjae Yoo, Dantong Yu, Hao Huang, Dong Huang, John Heiser, Paul Kalb
A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field. PAKDD (1) (2015)
Shuchu Han, Hao Huang, Hong Qin, Dantong Yu
Locality-preserving L1-graph and its application in clustering. SAC (2015)
Jin Xu, Shinjae Yoo, Dantong Yu, Dong Huang, John Heiser, Paul Kalb
Solar irradiance forecasting using multi-layer cloud tracking and numerical weather prediction. SAC (2015)
Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin
Density-Aware Clustering Based on Aggregated Heat Kernel and Its Transformation. ACM Trans. Knowl. Discov. Data 9 (4) (2015)
Chase Qishi Wu, Xiangyu Lin, Dantong Yu, Wei Xu, Li Li
End-to-End Delay Minimization for Scientific Workflows in Clouds under Budget Constraint. IEEE Trans. Cloud Comput. 3 (2) (2015)
Li Shi, Sushant Sharma, Dimitrios Katramatos, Dantong Yu
Scheduling end-to-end flexible resource reservation requests for multiple end sites. ICNC (2015)
Shun Yao, Shinjae Yoo, Dantong Yu
Prior knowledge driven Granger causality analysis on gene regulatory network discovery. BMC Bioinform. 16 (2015)
Shun Yao, Cheng Chang, Wei Xu, Naiyun Zhou, Yu-chen Karen Chen-Wiegart, Jiajun Wang, Jun Wang, Dantong Yu
NNLSF: A fast and informative fitting method for XANES chemical mapping analysis. ISBI (2015)
Li Shi, Dimitrios Katramatos, Dantong Yu
Virtual data center allocation with dynamic clustering in clouds. IPCCC (2014)
Zhenzhou Peng, Shinjae Yoo, Dantong Yu, Dong Huang, Paul Kalb, John Heiser
3D cloud detection and tracking for solar forecast using multiple sky imagers. SAC (2014)
Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin
Diverse Power Iteration Embeddings and Its Applications. ICDM (2014)
Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu
Physics-Based Anomaly Detection Defined on Manifold Space. ACM Trans. Knowl. Discov. Data 9 (2) (2014)
Hao Huang, Shinjae Yoo, Konstantine Kaznatcheev, Kevin G. Yager, Fang Lu, Dantong Yu, Oleg Gang, Andrei Fluerasu, Hong Qin
Diffusion-based clustering analysis of coherent X-ray scattering patterns of self-assembled nanoparticles. SAC (2014)
Cheng Chang, Wei Xu, Yu-chen Karen Chen-Wiegart, Jun Wang, Dantong Yu
Improving chemical mapping algorithm and visualization in full-field hard x-ray spectroscopic imaging. Visualization and Data Analysis (2014)
Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin
Noise-Resistant Unsupervised Feature Selection via Multi-perspective Correlations. ICDM (2014)
Shuchu Han, Hong Qin, Dantong Yu
An Improved Ratio-Based (IRB) Batch Effects Removal Algorithm for Cancer Data in a Co-Analysis Framework. BIBE (2014)
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
Design and testbed evaluation of RDMA-based middleware for high-performance data transfer applications. J. Syst. Softw. 86 (7) (2013)
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
Design and performance evaluation of NUMA-aware RDMA-based end-to-end data transfer systems. SC (2013)
Shun Yao, Shinjae Yoo, Dantong Yu
Prior Knowledge Driven Causality Analysis in Gene Regulatory Network Discovery. ICDM Workshops (2013)
Zhenzhou Peng, Shinjae Yoo, Dantong Yu, Dong Huang
Solar irradiance forecast system based on geostationary satellite. SmartGridComm (2013)
Yi Gu, Chase Qishi Wu, Xin Liu, Dantong Yu
Distributed Throughput Optimization for Large-Scale Scientific Workflows Under Fault-Tolerance Constraint. J. Grid Comput. 11 (3) (2013)
Tan Li, Yufei Ren, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
Characterization of Input/Output Bandwidth Performance Models in NUMA Architecture for Data Intensive Applications. ICPP (2013)
Hao Huang, Jin Xu, Zhenzhou Peng, Shinjae Yoo, Dantong Yu, Dong Huang, Hong Qin
Cloud motion estimation for short term solar irradiation prediction. SmartGridComm (2013)
Alexei Klimentov, A. Vaniachine, Kaushik De, Torre J. Wenaus, Sergey Panitkin, Dantong Yu, Gergely V. Záruba, Mikhail Titov
Abstract: PanDA: Next Generation Workload Management and Analysis System for Big Data. SC Companion (2012)
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
Middleware Support for RDMA-based Data Transfer in Cloud Computing. IPDPS Workshops (2012)
Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu
A New Anomaly Detection Algorithm Based on Quantum Mechanics. ICDM (2012)
Dimitrios Katramatos, Sushant Sharma, Dantong Yu
Virtual network on demand: dedicating network resources to distributed scientific workflows. DICT@HPDC (2012)
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi, Brian Tierney, Eric Pouyoul
Protocols for wide-area data-intensive applications: design and performance issues. SC (2012)
Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu
Local anomaly descriptor: a robust unsupervised algorithm for anomaly detection based on diffusion space. CIKM (2012)
Sushant Sharma, Dimitrios Katramatos, Dantong Yu, Li Shi
Design and implementation of an intelligent end-to-end network QoS system. SC (2012)
Sushant Sharma, Dimitrios Katramatos, Dantong Yu
End-to-end network QoS via scheduling of flexible resource reservation requests. SC (2011)
Yi Gu, Qishi Wu, Xin Liu, Dantong Yu
Improving Throughput and Reliability of Distributed Scientific Workflows for Streaming Data Processing. HPCC (2011)
Hao Huang, Shinjae Yoo, Hong Qin, Dantong Yu
A Robust Clustering Algorithm Based on Aggregated Heat Kernel Mapping. ICDM (2011)
Xin Liu, Chunming Qiao, Dantong Yu, Tao Jiang
Application-specific resource provisioning for wide-area distributed computing. IEEE Netw. 24 (4) (2010)
Hongli Xu, Dantong Yu, De Xu, Aidong Zhang
SS-ClusterTree: a subspace clustering based indexing algorithm over high-dimensional image features. CIVR (2008)
Dimitrios Katramatos, Dantong Yu, Bruce Gibbard, Shawn McKee
The TeraPaths Testbed: Exploring End-to-End Network QoS. TRIDENTCOM (2007)
Bruce Gibbard, Dimitrios Katramatos, Dantong Yu, Shawn McKee
TeraPaths: End-to-End Network Path QoS Configuration Using Cross-Domain Reservation Negotiation. BROADNETS (2006)
Thomas G. Robertazzi, Dantong Yu
Multi-Source Grid Scheduling for Divisible Loads. CISS (2006)
Ian T. Foster, Jerry Gieraltowski, Scott Gose, Natalia Maltsev, Edward N. May, Alex Rodriguez, Dinanath Sulakhe, A. Vaniachine, Jim Shank, Saul Youssef, David Adams, Richard Baker, Wensheng Deng, Jason Smith, Dantong Yu, Iosif Legrand, Suresh Singh, Conrad Steenberg, Yang Xia, M. Anzar Afaq, Eileen Berman, James Annis, L. A. T. Bauerdick, Michael Ernst, Ian Fisk, Lisa Giacchetti, Gregory E. Graham, Anne Heavey, Joseph Kaiser, Nickolai Kuropatkin, Ruth Pordes, Vijay Sekhri, John Weigand, Yujun Wu, Keith Baker, Lawrence Sorrillo, John Huth, Matthew Allen, Leigh Grundhoefer, John Hicks, Fred Luehring, Steve Peck, Robert Quick, Stephen C. Simms, George Fekete, Jan vandenBerg, Kihyeon Cho, Kihwan Kwon, Dongchul Son, Hyoungwoo Park, Shane Canon, Keith R. Jackson, David E. Konerding, Jason Lee, Doug Olson, Iwona Sakrejda, Brian Tierney, Mark Green, Russ Miller, James Letts, Terrence Martin, David Bury, Catalin Dumitrescu, Daniel Engh, Robert W. Gardner, Marco Mambelli, Yuri Smirnov, Jens-S. Vöckler, Michael Wilde, Yong Zhao, Xin Zhao, Paul Avery, Richard Cavanaugh, Bockjoo Kim, Craig Prescott, Jorge Luis Rodriguez, Andrew Zahn, Shawn McKee, Christopher T. Jordan, James E. Prewett, Timothy L. Thomas, Horst Severini, Ben Clifford, Ewa Deelman, Larry Flon, Carl Kesselman, Gaurang Mehta, Nosa Olomu, Karan Vahi, Kaushik De, Patrick McGuigan, Mark Sosebee, Dan Bradley, Peter Couvares, Alan DeSmet, Carey Kireyev, Erik Paulson, Alain Roy, Scott Koranda, Brian Moe, Bobby Brown, Paul Sheldon
The Grid2003 Production Grid: Principles and Practice. HPDC (2004)
Sivakumar Viswanathan, Bharadwaj Veeravalli, Dantong Yu, Thomas G. Robertazzi
Design and Analysis of a Dynamic Scheduling Strategy with Resource Estimation for Large-Scale Grid Systems. GRID (2004)
Dantong Yu, Aidong Zhang
ClusterTree: Integration of Cluster Representation and Nearest-Neighbor Search for Large Data Sets with High Dimensions. IEEE Trans. Knowl. Data Eng. 15 (5) (2003)
Richard Baker, Dantong Yu, Jason Smith, Anthony Chan, Kaushik De, Patrick McGuigan
GridMonitor: Integration of Large Scale Facility Fabric Monitoring with Meta Data Service in Grid Environment CoRR (2003)
Richard Baker, Dantong Yu, Tomasz Wlodek
A Model for Grid User Management CoRR (2003)
Dantong Yu, Gholamhosein Sheikholeslami, Aidong Zhang
FindOut: Finding Outliers in Very Large Datasets. Knowl. Inf. Syst. 4 (4) (2002)
Dantong Yu, Aidong Zhang
ClusterTree: Integration of Cluster Representation and Nearest Neighbor Search for Image Databases. IEEE International Conference on Multimedia and Expo (III) (2000)
Dantong Yu, Aidong Zhang
ACQ: An Automatic Clustering and Querying Approach for Large Image Databases. ICDE (2000)
Yu Sun, Dantong Yu, Raj S. Acharya, Roger S. Gaborski
Knowledge-based method for fully automatic contour detection in radiographs. Medical Imaging: Image Processing (2000)
Dantong Yu, Lei Zhu, Aidong Zhang, Ling Bian
GiView: A Multi-Resolution Geographical Data Retrieval System. SSDBM (1999)
Dantong Yu, Aidong Zhang
ACQ: an automatic clustering and querying approach for large image databases. ACM Multimedia (2) (1999)
Dantong Yu, Surojit Chatterjee, Aidong Zhang
Efficiently Detecting Arbitrary Shaped Clusters in Image Databases. ICTAI (1999)