Efficiently Detecting Arbitrary Shaped Clusters in Image Databases. - Dantong Yu; Surojit Chatterjee; Aidong Zhang (ICTAI, 1999)

GiView: A Multi-Resolution Geographical Data Retrieval System. - Dantong Yu; Lei Zhu 013; Aidong Zhang; Ling Bian (SSDBM, 1999)

ACQ: An Automatic Clustering and Querying Approach for Large Image Databases. - Dantong Yu; Aidong Zhang (ICDE, 2000)

ClusterTree: Integration of Cluster Representation and Nearest Neighbor Search for Image Databases. - Dantong Yu; Aidong Zhang (IEEE International Conference on Multimedia and Expo (III), 2000)

Knowledge-based method for fully automatic contour detection in radiographs. - Yu Sun; Dantong Yu; Raj S. Acharya; Roger S. Gaborski (Image Processing, 2000)

FindOut: Finding Outliers in Very Large Datasets. - Dantong Yu; Gholamhosein Sheikholeslami; Aidong Zhang (Knowl. Inf. Syst., 2002)

A Model for Grid User Management - Richard Baker 003; Dantong Yu; Tomasz Wlodek (CoRR, 2003)

GridMonitor: Integration of Large Scale Facility Fabric Monitoring with Meta Data Service in Grid Environment - Richard Baker 003; Dantong Yu; Jason Smith; Anthony Chan; Kaushik De; Patrick McGuigan (CoRR, 2003)

ClusterTree: Integration of Cluster Representation and Nearest-Neighbor Search for Large Data Sets with High Dimensions. - Dantong Yu; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2003)

Design and Analysis of a Dynamic Scheduling Strategy with Resource Estimation for Large-Scale Grid Systems. - Sivakumar Viswanathan; Bharadwaj Veeravalli; Dantong Yu; Thomas G. Robertazzi (GRID, 2004)

The Grid2003 Production Grid: Principles and Practice. - 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 003; et al. (HPDC, 2004)

TeraPaths: End-to-End Network Path QoS Configuration Using Cross-Domain Reservation Negotiation. - Bruce Gibbard; Dimitrios Katramatos; Dantong Yu; Shawn McKee (BROADNETS, 2006)

Multi-Source Grid Scheduling for Divisible Loads. - Thomas G. Robertazzi; Dantong Yu (CISS, 2006)

The TeraPaths Testbed: Exploring End-to-End Network QoS. - Dimitrios Katramatos; Dantong Yu; Bruce Gibbard; Shawn McKee (TRIDENTCOM, 2007)

SS-ClusterTree: a subspace clustering based indexing algorithm over high-dimensional image features. - Hongli Xu; Dantong Yu; De Xu; Aidong Zhang (CIVR, 2008)

Application-specific resource provisioning for wide-area distributed computing. - Xin Liu 056; Chunming Qiao; Dantong Yu; Tao Jiang (IEEE Netw., 2010)

Improving Throughput and Reliability of Distributed Scientific Workflows for Streaming Data Processing. - Yi Gu; Qishi Wu; Xin Liu 056; Dantong Yu (HPCC, 2011)

A Robust Clustering Algorithm Based on Aggregated Heat Kernel Mapping. - Hao Huang 007; Shinjae Yoo; Hong Qin 001; Dantong Yu (ICDM, 2011)

End-to-end network QoS via scheduling of flexible resource reservation requests. - Sushant Sharma; Dimitrios Katramatos; Dantong Yu (SC, 2011)

Local anomaly descriptor: a robust unsupervised algorithm for anomaly detection based on diffusion space. - Hao Huang 007; Hong Qin 001; Shinjae Yoo; Dantong Yu (CIKM, 2012)

Virtual network on demand: dedicating network resources to distributed scientific workflows. - Dimitrios Katramatos; Sushant Sharma; Dantong Yu (DICT@HPDC, 2012)

A New Anomaly Detection Algorithm Based on Quantum Mechanics. - Hao Huang 007; Hong Qin 001; Shinjae Yoo; Dantong Yu (ICDM, 2012)

Middleware Support for RDMA-based Data Transfer in Cloud Computing. - Yufei Ren; Tan Li; Dantong Yu; Shudong Jin; Thomas G. Robertazzi (IPDPS Workshops, 2012)

Abstract: PanDA: Next Generation Workload Management and Analysis System for Big Data. - Alexei Klimentov; A. Vaniachine; Kaushik De; Torre J. Wenaus; Sergey Panitkin; Dantong Yu; Gergely V. Záruba; Mikhail Titov (SC Companion, 2012)

Protocols for wide-area data-intensive applications: design and performance issues. - Yufei Ren; Tan Li; Dantong Yu; Shudong Jin; Thomas G. Robertazzi; Brian Tierney; Eric Pouyoul (SC, 2012)

Design and implementation of an intelligent end-to-end network QoS system. - Sushant Sharma; Dimitrios Katramatos; Dantong Yu; Li Shi (SC, 2012)

Prior Knowledge Driven Causality Analysis in Gene Regulatory Network Discovery. - Shun Yao; Shinjae Yoo; Dantong Yu (ICDM Workshops, 2013)

Characterization of Input/Output Bandwidth Performance Models in NUMA Architecture for Data Intensive Applications. - Tan Li; Yufei Ren; Dantong Yu; Shudong Jin; Thomas G. Robertazzi (ICPP, 2013)

Design and performance evaluation of NUMA-aware RDMA-based end-to-end data transfer systems. - Yufei Ren; Tan Li; Dantong Yu; Shudong Jin; Thomas G. Robertazzi (SC, 2013)

Cloud motion estimation for short term solar irradiation prediction. - Hao Huang 007; Jin Xu; Zhenzhou Peng; Shinjae Yoo; Dantong Yu; Dong Huang; Hong Qin 001 (SmartGridComm, 2013)

Solar irradiance forecast system based on geostationary satellite. - Zhenzhou Peng; Shinjae Yoo; Dantong Yu; Dong Huang (SmartGridComm, 2013)

Distributed Throughput Optimization for Large-Scale Scientific Workflows Under Fault-Tolerance Constraint. - Yi Gu; Chase Qishi Wu; Xin Liu 056; Dantong Yu (J. Grid Comput., 2013)

Design and testbed evaluation of RDMA-based middleware for high-performance data transfer applications. - Yufei Ren; Tan Li; Dantong Yu; Shudong Jin; Thomas G. Robertazzi (J. Syst. Softw., 2013)

An Improved Ratio-Based (IRB) Batch Effects Removal Algorithm for Cancer Data in a Co-Analysis Framework. - Shuchu Han; Hong Qin 001; Dantong Yu (BIBE, 2014)

Diverse Power Iteration Embeddings and Its Applications. - Hao Huang 007; Shinjae Yoo; Dantong Yu; Hong Qin 001 (ICDM, 2014)

Noise-Resistant Unsupervised Feature Selection via Multi-perspective Correlations. - Hao Huang 007; Shinjae Yoo; Dantong Yu; Hong Qin 001 (ICDM, 2014)

Virtual data center allocation with dynamic clustering in clouds. - Li Shi; Dimitrios Katramatos; Dantong Yu (IPCCC, 2014)

Diffusion-based clustering analysis of coherent X-ray scattering patterns of self-assembled nanoparticles. - Hao Huang 007; Shinjae Yoo; Konstantine Kaznatcheev; Kevin G. Yager; Fang Lu; Dantong Yu; Oleg Gang; Andrei Fluerasu; Hong Qin 001 (SAC, 2014)

3D cloud detection and tracking for solar forecast using multiple sky imagers. - Zhenzhou Peng; Shinjae Yoo; Dantong Yu; Dong Huang; Paul Kalb; John Heiser (SAC, 2014)

Improving chemical mapping algorithm and visualization in full-field hard x-ray spectroscopic imaging. - Cheng Chang; Wei Xu; Yu-chen Karen Chen-Wiegart; Jun Wang; Dantong Yu (Visualization and Data Analysis, 2014)

Physics-Based Anomaly Detection Defined on Manifold Space. - Hao Huang 007; Hong Qin 001; Shinjae Yoo; Dantong Yu (ACM Trans. Knowl. Discov. Data, 2014)

Vectorized Big Integer Operations for Cryptosystems on the Intel MIC Architecture. - Cheng Chang; Shun Yao; Dantong Yu (HiPC, 2015)

Scheduling end-to-end flexible resource reservation requests for multiple end sites. - Li Shi; Sushant Sharma; Dimitrios Katramatos; Dantong Yu (ICNC, 2015)

Optimizing circuit allocation for bandwidth reservations in dynamic virtual circuit networks. - Li Shi; Sushant Sharma; Dimitrios Katramatos; Dantong Yu (ICNC, 2015)

sRSA: High Speed RSA on the Intel MIC Architecture. - Cheng Chang; Shun Yao; Dantong Yu (ICPADS, 2015)

Resources-Conscious Asynchronous High-Speed Data Transfer in Multicore Systems: Design, Optimizations, and Evaluation. - Tan Li; Yufei Ren; Dantong Yu; Shudong Jin (IPDPS, 2015)

NNLSF: A fast and informative fitting method for XANES chemical mapping analysis. - Shun Yao; Cheng Chang; Wei Xu; Naiyun Zhou; Yu-chen Karen Chen-Wiegart; Jiajun Wang; Jun Wang; Dantong Yu (ISBI, 2015)

A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field. - Jin Xu; Shinjae Yoo; Dantong Yu; Hao Huang 007; Dong Huang; John Heiser; Paul Kalb (PAKDD (1), 2015)

Locality-preserving L1-graph and its application in clustering. - Shuchu Han; Hao Huang 007; Hong Qin 001; Dantong Yu (SAC, 2015)

Solar irradiance forecasting using multi-layer cloud tracking and numerical weather prediction. - Jin Xu; Shinjae Yoo; Dantong Yu; Dong Huang; John Heiser; Paul Kalb (SAC, 2015)

Prior knowledge driven Granger causality analysis on gene regulatory network discovery. - Shun Yao; Shinjae Yoo; Dantong Yu (BMC Bioinform., 2015)

End-to-End Delay Minimization for Scientific Workflows in Clouds under Budget Constraint. - Chase Qishi Wu; Xiangyu Lin; Dantong Yu; Wei Xu; Li Li (IEEE Trans. Cloud Comput., 2015)

Density-Aware Clustering Based on Aggregated Heat Kernel and Its Transformation. - Hao Huang 007; Shinjae Yoo; Dantong Yu; Hong Qin 001 (ACM Trans. Knowl. Discov. Data, 2015)

Design, Implementation, and Evaluation of a NUMA-Aware Cache for iSCSI Storage Servers. - Yufei Ren; Tan Li; Dantong Yu; Shudong Jin; Thomas G. Robertazzi (IEEE Trans. Parallel Distributed Syst., 2015)

Diverse Power Iteration Embeddings: Theory and Practice. - Hao Huang 007; Shinjae Yoo; Dantong Yu; Hong Qin 001 (IEEE Trans. Knowl. Data Eng., 2016)

PhiOpenSSL: Using the Xeon Phi Coprocessor for Efficient Cryptographic Calculations. - Shun Yao; Dantong Yu (IPDPS, 2017)

X-Ray Scattering Image Classification Using Deep Learning. - Boyu Wang 001; Kevin G. Yager; Dantong Yu; Minh Hoai (WACV, 2017)

Analysis of NUMA effects in modern multicore systems for the design of high-performance data transfer applications. - Tan Li; Yufei Ren; Dantong Yu; Shudong Jin (Future Gener. Comput. Syst., 2017)

RAMSYS: Resource-Aware Asynchronous Data Transfer with Multicore SYStems. - Tan Li; Yufei Ren; Dantong Yu; Shudong Jin (IEEE Trans. Parallel Distributed Syst., 2017)

Automatic X-ray Scattering Image Annotation via Double-View Fourier-Bessel Convolutional Networks. - Ziqiao Guan; Hong Qin 001; Kevin G. Yager; Youngwoo Choo; Dantong Yu (BMVC, 2018)

In-Operando Tracking and Prediction of Transition in Material System using LSTM. - Pranjal Sahu; Dantong Yu; Kevin G. Yager; Mallesham Dasari; Hong Qin 001 (AI-Science@HPDC, 2018)

Software-Defined Network Solutions for Science Scenarios: Performance Testing Framework and Measurements. - Nageswara S. V. Rao; Qiang Liu 007; Satyabrata Sen; Rajkumar Kettimuthu; Joshua M. Boley; Bradley W. Settlemyer; Hsing-Bung Chen; Dimitrios Katramatos; Dantong Yu (ICDCN, 2018)

Enhancing Domain Word Embedding via Latent Semantic Imputation. - Shibo Yao; Dantong Yu; Keli Xiao (KDD, 2019)

A Lightweight Multi-Section CNN for Lung Nodule Classification and Malignancy Estimation. - Pranjal Sahu; Dantong Yu; Mallesham Dasari; Fei Hou 001; Hong Qin 001 (IEEE J. Biomed. Health Informatics, 2019)

Nonlinear Tensor Completion Using Domain Knowledge: An Application in Analysts' Earnings Forecast. - Ajim Uddin; Xinyuan Tao; Chia-Ching Chou; Dantong Yu (ICDM (Workshops), 2020)

Multi-Label Visual Feature Learning with Attentional Aggregation. - Ziqiao Guan; Kevin G. Yager; Dantong Yu; Hong Qin 001 (WACV, 2020)

Perturbing Eigenvalues with Residual Learning in Graph Convolutional Neural Networks. - Shibo Yao; Dantong Yu; Xiangmin Jiao (ACML, 2021)

Attention Based Dynamic Graph Learning Framework for Asset Pricing. - Ajim Uddin; Xinyuan Tao; Dantong Yu (CIKM, 2021)

MLCTR: A Fast Scalable Coupled Tensor Completion Based on Multi-Layer Non-Linear Matrix Factorization. - Ajim Uddin; Dan Zhou; Xinyuan Tao; Chia-Ching Chou; Dantong Yu (CoRR, 2021)

Reconstructing spatial information diffusion networks with heterogeneous agents and text contents. - Xinyue Ye; Wenbo Wang; Xiaoqi Zhang 002; Zhenlong Li; Dantong Yu; Jiaxin Du; Zhihui Chen (Trans. GIS, 2021)

Machine Learning for Earnings Prediction: A Nonlinear Tensor Approach for Data Integration and Completion. - Ajim Uddin; Xinyuan Tao; Chia-Ching Chou; Dantong Yu (ICAIF, 2022)

Core Matrix Regression and Prediction with Regularization. - Dan Zhou; Ajim Uddin; Zuofeng Shang; Cheickna Sylla; Dantong Yu (ICAIF, 2022)

Temporal Bipartite Graph Neural Networks for Bond Prediction. - Dan Zhou; Ajim Uddin; Xinyuan Tao; Zuofeng Shang; Dantong Yu (ICAIF, 2022)

Trigger Detection for the sPHENIX Experiment via Bipartite Graph Networks with Set Transformer. - Tingting Xuan; Giorgian Borca-Tasciuc; Yimin Zhu; Yu Sun; Cameron Dean; Zhaozhong Shi; Dantong Yu (ECML/PKDD (3), 2022)

End-to-End Pipeline for Trigger Detection on Hit and Track Graphs. - Tingting Xuan; Yimin Zhu; Giorgian Borca-Tasciuc; Ming Xiong Liu; Yu Sun; Cameron Dean; Yasser Corrales Morales; Zhaozhong Shi; Dantong Yu (AAAI, 2023)

The Network of Mutual Funds: A Dynamic Heterogeneous Graph Neural Network for Estimating Mutual Funds Performance. - Siqi Jiang; Ajim Uddin; Zhi Wei 001; Dantong Yu (ICAIF, 2023)

NMTucker: Non-linear Matryoshka Tucker Decomposition for Financial Time Series Imputation. - Uras Varolgunes; Dan Zhou; Dantong Yu; Ajim Uddin (ICAIF, 2023)

A Fast Non-Linear Coupled Tensor Completion Algorithm for Financial Data Integration and Imputation. - Dan Zhou; Ajim Uddin; Zuofeng Shang; Cheickna Sylla; Xinyuan Tao; Dantong Yu (ICAIF, 2023)

Embedding Imputation With Self-Supervised Graph Neural Networks. - Uras Varolgunes; Shibo Yao; Yao Ma; Dantong Yu (IEEE Access, 2023)

Neural Network Pruning as Spectrum Preserving Process. - Shibo Yao; Dantong Yu; Ioannis Koutis (CoRR, 2023)

TrackGNN: A Highly Parallelized and Self-Adaptive GNN Accelerator for Track Reconstruction on FPGAs. - Shuyang Li; Hanqing Zhang; Ruiqi Chen 001; Bruno da Silva 001; Giorgian Borca-Tasciuc; Dantong Yu; Cong Hao (FCCM, 2025)