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Dantong Yu
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2020 – today
- 2023
- [j16]Uras Varolgunes
, Shibo Yao
Embedding Imputation With Self-Supervised Graph Neural Networks. IEEE Access 11: 70610-70620 (2023) - [c61]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: 15752-15758 - [c60]Siqi Jiang
The Network of Mutual Funds: A Dynamic Heterogeneous Graph Neural Network for Estimating Mutual Funds Performance. ICAIF 2023: 235-243 - [c59]Dan Zhou
A Fast Non-Linear Coupled Tensor Completion Algorithm for Financial Data Integration and Imputation. ICAIF 2023: 409-417 - [c58]Uras Varolgunes
NMTucker: Non-linear Matryoshka Tucker Decomposition for Financial Time Series Imputation. ICAIF 2023: 516-523 - [i6]Shibo Yao, Dantong Yu, Ioannis Koutis:
Neural Network Pruning as Spectrum Preserving Process. CoRR abs/2307.08982 (2023) - 2022
- [c57]Ajim Uddin
Machine Learning for Earnings Prediction: A Nonlinear Tensor Approach for Data Integration and Completion. ICAIF 2022: 282-290 - [c56]Dan Zhou, Ajim Uddin
Core Matrix Regression and Prediction with Regularization. ICAIF 2022: 291-299 - [c55]Dan Zhou, Ajim Uddin
Temporal Bipartite Graph Neural Networks for Bond Prediction. ICAIF 2022: 308-316 - [c54]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: 51-67 - 2021
- [j15]Xinyue Ye
Reconstructing spatial information diffusion networks with heterogeneous agents and text contents. Trans. GIS 25(4): 1654-1673 (2021) - [c53]Shibo Yao, Dantong Yu, Xiangmin Jiao:
Perturbing Eigenvalues with Residual Learning in Graph Convolutional Neural Networks. ACML 2021: 1569-1584 - [c52]Ajim Uddin
Attention Based Dynamic Graph Learning Framework for Asset Pricing. CIKM 2021: 1844-1853 - [i5]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 abs/2109.01773 (2021) - 2020
- [c51]Ajim Uddin
Nonlinear Tensor Completion Using Domain Knowledge: An Application in Analysts' Earnings Forecast. ICDM (Workshops) 2020: 377-384 - [c50]Ziqiao Guan, Kevin G. Yager, Dantong Yu, Hong Qin:
Multi-Label Visual Feature Learning with Attentional Aggregation. WACV 2020: 2190-2198
2010 – 2019
- 2019
- [j14]Pranjal Sahu
A Lightweight Multi-Section CNN for Lung Nodule Classification and Malignancy Estimation. IEEE J. Biomed. Health Informatics 23(3): 960-968 (2019) - [c49]Shibo Yao, Dantong Yu, Keli Xiao:
Enhancing Domain Word Embedding via Latent Semantic Imputation. KDD 2019: 557-565 - [i4]Shibo Yao, Dantong Yu, Keli Xiao:
Enhancing Domain Word Embedding via Latent Semantic Imputation. CoRR abs/1905.08900 (2019) - 2018
- [c48]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: 245 - [c47]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: 6:1-6:4 - [c46]Nageswara S. V. Rao, Qiang Liu, Satyabrata Sen
Software-Defined Network Solutions for Science Scenarios: Performance Testing Framework and Measurements. ICDCN 2018: 53:1-53:10 - 2017
- [j13]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: 41-50 (2017) - [j12]Tan Li, Yufei Ren, Dantong Yu, Shudong Jin:
RAMSYS: Resource-Aware Asynchronous Data Transfer with Multicore SYStems. IEEE Trans. Parallel Distributed Syst. 28(5): 1430-1444 (2017) - [c45]Shun Yao, Dantong Yu:
PhiOpenSSL: Using the Xeon Phi Coprocessor for Efficient Cryptographic Calculations. IPDPS 2017: 565-574 - [c44]Boyu Wang, Kevin G. Yager
X-Ray Scattering Image Classification Using Deep Learning. WACV 2017: 697-704 - 2016
- [j11]Hao Huang, Shinjae Yoo
Diverse Power Iteration Embeddings: Theory and Practice. IEEE Trans. Knowl. Data Eng. 28(10): 2606-2620 (2016) - [i3]Boyu Wang, Kevin G. Yager, Dantong Yu, Minh Hoai:
X-ray Scattering Image Classification Using Deep Learning. CoRR abs/1611.03313 (2016) - 2015
- [j10]Shun Yao, Shinjae Yoo
Prior knowledge driven Granger causality analysis on gene regulatory network discovery. BMC Bioinform. 16: 273:1-273:18 (2015) - [j9]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): 169-181 (2015) - [j8]Hao Huang, Shinjae Yoo
Density-Aware Clustering Based on Aggregated Heat Kernel and Its Transformation. ACM Trans. Knowl. Discov. Data 9(4): 29:1-29:35 (2015) - [j7]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): 413-422 (2015) - [c43]Cheng Chang, Shun Yao, Dantong Yu:
Vectorized Big Integer Operations for Cryptosystems on the Intel MIC Architecture. HiPC 2015: 194-203 - [c42]Li Shi, Sushant Sharma, Dimitrios Katramatos, Dantong Yu:
Scheduling end-to-end flexible resource reservation requests for multiple end sites. ICNC 2015: 810-816 - [c41]Li Shi, Sushant Sharma, Dimitrios Katramatos, Dantong Yu:
Optimizing circuit allocation for bandwidth reservations in dynamic virtual circuit networks. ICNC 2015: 817-823 - [c40]Cheng Chang, Shun Yao, Dantong Yu:
sRSA: High Speed RSA on the Intel MIC Architecture. ICPADS 2015: 609-616 - [c39]Tan Li, Yufei Ren, Dantong Yu, Shudong Jin:
Resources-Conscious Asynchronous High-Speed Data Transfer in Multicore Systems: Design, Optimizations, and Evaluation. IPDPS 2015: 1097-1106 - [c38]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: 1155-1158 - [c37]Jin Xu, Shinjae Yoo
A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field. PAKDD (1) 2015: 511-524 - [c36]Shuchu Han, Hao Huang, Hong Qin, Dantong Yu:
Locality-preserving L1-graph and its application in clustering. SAC 2015: 813-818 - [c35]Jin Xu, Shinjae Yoo
Solar irradiance forecasting using multi-layer cloud tracking and numerical weather prediction. SAC 2015: 2225-2230 - 2014
- [j6]Hao Huang, Hong Qin, Shinjae Yoo
Physics-Based Anomaly Detection Defined on Manifold Space. ACM Trans. Knowl. Discov. Data 9(2): 14:1-14:39 (2014) - [c34]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: 212-219 - [c33]Hao Huang, Shinjae Yoo
Diverse Power Iteration Embeddings and Its Applications. ICDM 2014: 200-209 - [c32]Hao Huang, Shinjae Yoo
Noise-Resistant Unsupervised Feature Selection via Multi-perspective Correlations. ICDM 2014: 210-219 - [c31]Li Shi, Dimitrios Katramatos, Dantong Yu:
Virtual data center allocation with dynamic clustering in clouds. IPCCC 2014: 1-10 - [c30]Hao Huang, Shinjae Yoo
Diffusion-based clustering analysis of coherent X-ray scattering patterns of self-assembled nanoparticles. SAC 2014: 85-90 - [c29]Zhenzhou Peng, Shinjae Yoo
3D cloud detection and tracking for solar forecast using multiple sky imagers. SAC 2014: 512-517 - [c28]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: 90170S - 2013
- [j5]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): 361-379 (2013) - [j4]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): 1850-1863 (2013) - [c27]Shun Yao, Shinjae Yoo
Prior Knowledge Driven Causality Analysis in Gene Regulatory Network Discovery. ICDM Workshops 2013: 124-130 - [c26]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: 369-378 - [c25]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: 48:1-48:10 - [c24]Hao Huang, Jin Xu, Zhenzhou Peng, Shinjae Yoo
Cloud motion estimation for short term solar irradiation prediction. SmartGridComm 2013: 696-701 - [c23]Zhenzhou Peng, Shinjae Yoo
Solar irradiance forecast system based on geostationary satellite. SmartGridComm 2013: 708-713 - 2012
- [c22]Hao Huang, Hong Qin, Shinjae Yoo
Local anomaly descriptor: a robust unsupervised algorithm for anomaly detection based on diffusion space. CIKM 2012: 405-414 - [c21]Dimitrios Katramatos, Sushant Sharma, Dantong Yu:
Virtual network on demand: dedicating network resources to distributed scientific workflows. DICT@HPDC 2012: 53-62 - [c20]Hao Huang, Hong Qin, Shinjae Yoo
A New Anomaly Detection Algorithm Based on Quantum Mechanics. ICDM 2012: 900-905 - [c19]Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi:
Middleware Support for RDMA-based Data Transfer in Cloud Computing. IPDPS Workshops 2012: 1095-1103 - [c18]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: 34 - [c17]Sushant Sharma, Dimitrios Katramatos, Dantong Yu, Li Shi:
Design and implementation of an intelligent end-to-end network QoS system. SC 2012: 68 - [c16]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: 1521-1522 - 2011
- [c15]Yi Gu, Qishi Wu, Xin Liu, Dantong Yu:
Improving Throughput and Reliability of Distributed Scientific Workflows for Streaming Data Processing. HPCC 2011: 347-354 - [c14]Hao Huang, Shinjae Yoo
A Robust Clustering Algorithm Based on Aggregated Heat Kernel Mapping. ICDM 2011: 270-279 - [c13]Sushant Sharma, Dimitrios Katramatos, Dantong Yu:
End-to-end network QoS via scheduling of flexible resource reservation requests. SC 2011: 68:1-68:10 - 2010
- [j3]Xin Liu, Chunming Qiao, Dantong Yu, Tao Jiang:
Application-specific resource provisioning for wide-area distributed computing. IEEE Netw. 24(4): 25-34 (2010)
2000 – 2009
- 2008
- [c12]Hongli Xu, Dantong Yu, De Xu, Aidong Zhang:
SS-ClusterTree: a subspace clustering based indexing algorithm over high-dimensional image features. CIVR 2008: 95-104 - 2007
- [c11]Dimitrios Katramatos, Dantong Yu, Bruce Gibbard, Shawn McKee
The TeraPaths Testbed: Exploring End-to-End Network QoS. TRIDENTCOM 2007: 1-7 - 2006
- [c10]Bruce Gibbard, Dimitrios Katramatos, Dantong Yu, Shawn McKee
TeraPaths: End-to-End Network Path QoS Configuration Using Cross-Domain Reservation Negotiation. BROADNETS 2006 - [c9]Thomas G. Robertazzi, Dantong Yu:
Multi-Source Grid Scheduling for Divisible Loads. CISS 2006: 188-191 - 2004
- [c8]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: 163-170 - [c7]Ian T. Foster, Jerry Gieraltowski, Scott Gose, Natalia Maltsev, Edward N. May, Alex A. 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: 236-245 - 2003
- [j2]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): 1316-1337 (2003) - [i2]Richard Baker, Dantong Yu, Tomasz Wlodek:
A Model for Grid User Management. CoRR cs.DC/0306063 (2003) - [i1]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 cs.DC/0306073 (2003) - 2002
- [j1]Dantong Yu, Gholamhosein Sheikholeslami, Aidong Zhang:
FindOut: Finding Outliers in Very Large Datasets. Knowl. Inf. Syst. 4(4): 387-412 (2002) - 2000
- [c6]Dantong Yu, Aidong Zhang:
ACQ: An Automatic Clustering and Querying Approach for Large Image Databases. ICDE 2000: 191 - [c5]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: 1713-1716 - [c4]Yu Sun, Dantong Yu, Raj S. Acharya, Roger S. Gaborski:
Knowledge-based method for fully automatic contour detection in radiographs. Image Processing 2000
1990 – 1999
- 1999
- [c3]Dantong Yu, Surojit Chatterjee, Aidong Zhang:
Efficiently Detecting Arbitrary Shaped Clusters in Image Databases. ICTAI 1999: 187- - [c2]Dantong Yu, Aidong Zhang:
ACQ: an automatic clustering and querying approach for large image databases. ACM Multimedia (2) 1999: 95-98 - [c1]Dantong Yu, Lei Zhu, Aidong Zhang, Ling Bian:
GiView: A Multi-Resolution Geographical Data Retrieval System. SSDBM 1999: 277
Coauthor Index
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