Dantong Yu

86 papers A* 8A 13B 6C 5Misc 12Journal 22Unranked 20
YearRankTypeTitle / Venue / Authors
2025 B conf
ESPNet: Edge-Aware Graph Representation Learning Over Analyst-Firm Bipartite Networks for Earnings Surprise Prediction.
IEEE Big Data
Siqi Jiang, Xinyuan Tao, Ajim Uddin, Zhi Wei, Dantong Yu
2025 — conf
NPC-TAG: Node Prompts for Classification on Text Attributed Graphs with LLMs.
ICDM (Workshops)
Uras Varolgunes, Mengnan Du, Dantong Yu
2025 Misc conf
TrackGNN: A Highly Parallelized and Self-Adaptive GNN Accelerator for Track Reconstruction on FPGAs.
FCCM
Shuyang Li, Hanqing Zhang, Ruiqi Chen, Bruno da Silva, Giorgian Borca-Tasciuc, Dantong Yu, Cong Hao
2023 — conf
A Fast Non-Linear Coupled Tensor Completion Algorithm for Financial Data Integration and Imputation.
ICAIF
Dan Zhou, Ajim Uddin, Zuofeng Shang, Cheickna Sylla, Xinyuan Tao, Dantong Yu
2023 J jnl
Embedding Imputation With Self-Supervised Graph Neural Networks.
IEEE Access
Uras Varolgunes, Shibo Yao, Yao Ma, Dantong Yu
2023 A* conf
End-to-End Pipeline for Trigger Detection on Hit and Track Graphs.
AAAI
Tingting Xuan, Yimin Zhu, Giorgian Borca-Tasciuc, Ming Xiong Liu, Yu Sun, Cameron Dean, Yasser Corrales Morales, Zhaozhong Shi, Dantong Yu
2023 — conf
NMTucker: Non-linear Matryoshka Tucker Decomposition for Financial Time Series Imputation.
ICAIF
Uras Varolgunes, Dan Zhou, Dantong Yu, Ajim Uddin
2023 J jnl
Neural Network Pruning as Spectrum Preserving Process.
CoRR
Shibo Yao, Dantong Yu, Ioannis Koutis
2023 — conf
The Network of Mutual Funds: A Dynamic Heterogeneous Graph Neural Network for Estimating Mutual Funds Performance.
ICAIF
Siqi Jiang, Ajim Uddin, Zhi Wei, Dantong Yu
2022 — conf
Core Matrix Regression and Prediction with Regularization.
ICAIF
Dan Zhou, Ajim Uddin, Zuofeng Shang, Cheickna Sylla, Dantong Yu
2022 — conf
Machine Learning for Earnings Prediction: A Nonlinear Tensor Approach for Data Integration and Completion.
ICAIF
Ajim Uddin, Xinyuan Tao, Chia-Ching Chou, Dantong Yu
2022 — conf
Temporal Bipartite Graph Neural Networks for Bond Prediction.
ICAIF
Dan Zhou, Ajim Uddin, Xinyuan Tao, Zuofeng Shang, Dantong Yu
2022 — conf
Trigger Detection for the sPHENIX Experiment via Bipartite Graph Networks with Set Transformer.
ECML/PKDD (3)
Tingting Xuan, Giorgian Borca-Tasciuc, Yimin Zhu, Yu Sun, Cameron Dean, Zhaozhong Shi, Dantong Yu
2021 A conf
Attention Based Dynamic Graph Learning Framework for Asset Pricing.
CIKM
Ajim Uddin, Xinyuan Tao, Dantong Yu
2021 J jnl
MLCTR: A Fast Scalable Coupled Tensor Completion Based on Multi-Layer Non-Linear Matrix Factorization.
CoRR
Ajim Uddin, Dan Zhou, Xinyuan Tao, Chia-Ching Chou, Dantong Yu
2021 C conf
Perturbing Eigenvalues with Residual Learning in Graph Convolutional Neural Networks.
ACML
Shibo Yao, Dantong Yu, Xiangmin Jiao
2021 J jnl
Reconstructing spatial information diffusion networks with heterogeneous agents and text contents.
Trans. GIS
Xinyue Ye, Wenbo Wang, Xiaoqi Zhang, Zhenlong Li, Dantong Yu, Jiaxin Du, Zhihui Chen
2020 A conf
Multi-Label Visual Feature Learning with Attentional Aggregation.
WACV
Ziqiao Guan, Kevin G. Yager, Dantong Yu, Hong Qin
2020 — conf
Nonlinear Tensor Completion Using Domain Knowledge: An Application in Analysts' Earnings Forecast.
ICDM (Workshops)
Ajim Uddin, Xinyuan Tao, Chia-Ching Chou, Dantong Yu
2019 J jnl
A Lightweight Multi-Section CNN for Lung Nodule Classification and Malignancy Estimation.
IEEE J. Biomed. Health Informatics
Pranjal Sahu, Dantong Yu, Mallesham Dasari, Fei Hou, Hong Qin
2019 A* conf
Enhancing Domain Word Embedding via Latent Semantic Imputation.
KDD
Shibo Yao, Dantong Yu, Keli Xiao
2019 J jnl
Enhancing Domain Word Embedding via Latent Semantic Imputation.
CoRR
Shibo Yao, Dantong Yu, Keli Xiao
2018 A conf
Automatic X-ray Scattering Image Annotation via Double-View Fourier-Bessel Convolutional Networks.
BMVC
Ziqiao Guan, Hong Qin, Kevin G. Yager, Youngwoo Choo, Dantong Yu
2018 — conf
In-Operando Tracking and Prediction of Transition in Material System using LSTM.
AI-Science@HPDC
Pranjal Sahu, Dantong Yu, Kevin G. Yager, Mallesham Dasari, Hong Qin
2018 Misc conf
Software-Defined Network Solutions for Science Scenarios: Performance Testing Framework and Measurements.
ICDCN
Nageswara S. V. Rao, Qiang Liu, Satyabrata Sen, Rajkumar Kettimuthu, Joshua M. Boley, Bradley W. Settlemyer, Hsing-bung Chen, Dimitrios Katramatos, Dantong Yu
2017 J jnl
Analysis of NUMA effects in modern multicore systems for the design of high-performance data transfer applications.
Future Gener. Comput. Syst.
Tan Li, Yufei Ren, Dantong Yu, Shudong Jin
2017 A conf
PhiOpenSSL: Using the Xeon Phi Coprocessor for Efficient Cryptographic Calculations.
IPDPS
Shun Yao, Dantong Yu
2017 J jnl
RAMSYS: Resource-Aware Asynchronous Data Transfer with Multicore SYStems.
IEEE Trans. Parallel Distributed Syst.
Tan Li, Yufei Ren, Dantong Yu, Shudong Jin
2017 A conf
X-Ray Scattering Image Classification Using Deep Learning.
WACV
Boyu Wang, Kevin G. Yager, Dantong Yu, Minh Hoai
2016 J jnl
Diverse Power Iteration Embeddings: Theory and Practice.
IEEE Trans. Knowl. Data Eng.
Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin
2016 J jnl
X-ray Scattering Image Classification Using Deep Learning.
CoRR
Boyu Wang, Kevin G. Yager, Dantong Yu, Minh Hoai
2015 — conf
A Stochastic Framework for Solar Irradiance Forecasting Using Condition Random Field.
PAKDD (1)
Jin Xu, Shinjae Yoo, Dantong Yu, Hao Huang, Dong Huang, John Heiser, Paul Kalb
2015 J jnl
Density-Aware Clustering Based on Aggregated Heat Kernel and Its Transformation.
ACM Trans. Knowl. Discov. Data
Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin
2015 J jnl
Design, Implementation, and Evaluation of a NUMA-Aware Cache for iSCSI Storage Servers.
IEEE Trans. Parallel Distributed Syst.
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
2015 J jnl
End-to-End Delay Minimization for Scientific Workflows in Clouds under Budget Constraint.
IEEE Trans. Cloud Comput.
Chase Qishi Wu, Xiangyu Lin, Dantong Yu, Wei Xu, Li Li
2015 Misc conf
Locality-preserving L1-graph and its application in clustering.
SAC
Shuchu Han, Hao Huang, Hong Qin, Dantong Yu
2015 — conf
NNLSF: A fast and informative fitting method for XANES chemical mapping analysis.
ISBI
Shun Yao, Cheng Chang, Wei Xu, Naiyun Zhou, Yu-chen Karen Chen-Wiegart, Jiajun Wang, Jun Wang, Dantong Yu
2015 Misc conf
Optimizing circuit allocation for bandwidth reservations in dynamic virtual circuit networks.
ICNC
Li Shi, Sushant Sharma, Dimitrios Katramatos, Dantong Yu
2015 J jnl
Prior knowledge driven Granger causality analysis on gene regulatory network discovery.
BMC Bioinform.
Shun Yao, Shinjae Yoo, Dantong Yu
2015 A conf
Resources-Conscious Asynchronous High-Speed Data Transfer in Multicore Systems: Design, Optimizations, and Evaluation.
IPDPS
Tan Li, Yufei Ren, Dantong Yu, Shudong Jin
2015 Misc conf
Scheduling end-to-end flexible resource reservation requests for multiple end sites.
ICNC
Li Shi, Sushant Sharma, Dimitrios Katramatos, Dantong Yu
2015 Misc conf
Solar irradiance forecasting using multi-layer cloud tracking and numerical weather prediction.
SAC
Jin Xu, Shinjae Yoo, Dantong Yu, Dong Huang, John Heiser, Paul Kalb
2015 Misc conf
Vectorized Big Integer Operations for Cryptosystems on the Intel MIC Architecture.
HiPC
Cheng Chang, Shun Yao, Dantong Yu
2015 B conf
sRSA: High Speed RSA on the Intel MIC Architecture.
ICPADS
Cheng Chang, Shun Yao, Dantong Yu
2014 Misc conf
3D cloud detection and tracking for solar forecast using multiple sky imagers.
SAC
Zhenzhou Peng, Shinjae Yoo, Dantong Yu, Dong Huang, Paul Kalb, John Heiser
2014 C conf
An Improved Ratio-Based (IRB) Batch Effects Removal Algorithm for Cancer Data in a Co-Analysis Framework.
BIBE
Shuchu Han, Hong Qin, Dantong Yu
2014 Misc conf
Diffusion-based clustering analysis of coherent X-ray scattering patterns of self-assembled nanoparticles.
SAC
Hao Huang, Shinjae Yoo, Konstantine Kaznatcheev, Kevin G. Yager, Fang Lu, Dantong Yu, Oleg Gang, Andrei Fluerasu, Hong Qin
2014 A* conf
Diverse Power Iteration Embeddings and Its Applications.
ICDM
Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin
2014 Misc conf
Improving chemical mapping algorithm and visualization in full-field hard x-ray spectroscopic imaging.
Visualization and Data Analysis
Cheng Chang, Wei Xu, Yu-chen Karen Chen-Wiegart, Jun Wang, Dantong Yu
2014 A* conf
Noise-Resistant Unsupervised Feature Selection via Multi-perspective Correlations.
ICDM
Hao Huang, Shinjae Yoo, Dantong Yu, Hong Qin
2014 J jnl
Physics-Based Anomaly Detection Defined on Manifold Space.
ACM Trans. Knowl. Discov. Data
Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu
2014 C conf
Virtual data center allocation with dynamic clustering in clouds.
IPCCC
Li Shi, Dimitrios Katramatos, Dantong Yu
2013 B conf
Characterization of Input/Output Bandwidth Performance Models in NUMA Architecture for Data Intensive Applications.
ICPP
Tan Li, Yufei Ren, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
2013 — conf
Cloud motion estimation for short term solar irradiation prediction.
SmartGridComm
Hao Huang, Jin Xu, Zhenzhou Peng, Shinjae Yoo, Dantong Yu, Dong Huang, Hong Qin
2013 A conf
Design and performance evaluation of NUMA-aware RDMA-based end-to-end data transfer systems.
SC
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
2013 J jnl
Design and testbed evaluation of RDMA-based middleware for high-performance data transfer applications.
J. Syst. Softw.
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
2013 J jnl
Distributed Throughput Optimization for Large-Scale Scientific Workflows Under Fault-Tolerance Constraint.
J. Grid Comput.
Yi Gu, Chase Qishi Wu, Xin Liu, Dantong Yu
2013 — conf
Prior Knowledge Driven Causality Analysis in Gene Regulatory Network Discovery.
ICDM Workshops
Shun Yao, Shinjae Yoo, Dantong Yu
2013 — conf
Solar irradiance forecast system based on geostationary satellite.
SmartGridComm
Zhenzhou Peng, Shinjae Yoo, Dantong Yu, Dong Huang
2012 A* conf
A New Anomaly Detection Algorithm Based on Quantum Mechanics.
ICDM
Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu
2012 — conf
Abstract: PanDA: Next Generation Workload Management and Analysis System for Big Data.
SC Companion
Alexei Klimentov, A. Vaniachine, Kaushik De, Torre J. Wenaus, Sergey Panitkin, Dantong Yu, Gergely V. Záruba, Mikhail Titov
2012 A conf
Design and implementation of an intelligent end-to-end network QoS system.
SC
Sushant Sharma, Dimitrios Katramatos, Dantong Yu, Li Shi
2012 A conf
Local anomaly descriptor: a robust unsupervised algorithm for anomaly detection based on diffusion space.
CIKM
Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu
2012 — conf
Middleware Support for RDMA-based Data Transfer in Cloud Computing.
IPDPS Workshops
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi
2012 A conf
Protocols for wide-area data-intensive applications: design and performance issues.
SC
Yufei Ren, Tan Li, Dantong Yu, Shudong Jin, Thomas G. Robertazzi, Brian Tierney, Eric Pouyoul
2012 — conf
Virtual network on demand: dedicating network resources to distributed scientific workflows.
DICT@HPDC
Dimitrios Katramatos, Sushant Sharma, Dantong Yu
2011 A* conf
A Robust Clustering Algorithm Based on Aggregated Heat Kernel Mapping.
ICDM
Hao Huang, Shinjae Yoo, Hong Qin, Dantong Yu
2011 A conf
End-to-end network QoS via scheduling of flexible resource reservation requests.
SC
Sushant Sharma, Dimitrios Katramatos, Dantong Yu
2011 C conf
Improving Throughput and Reliability of Distributed Scientific Workflows for Streaming Data Processing.
HPCC
Yi Gu, Qishi Wu, Xin Liu, Dantong Yu
2010 J jnl
Application-specific resource provisioning for wide-area distributed computing.
IEEE Netw.
Xin Liu, Chunming Qiao, Dantong Yu, Tao Jiang
2008 — conf
SS-ClusterTree: a subspace clustering based indexing algorithm over high-dimensional image features.
CIVR
Hongli Xu, Dantong Yu, De Xu, Aidong Zhang
2007 Misc conf
The TeraPaths Testbed: Exploring End-to-End Network QoS.
TRIDENTCOM
Dimitrios Katramatos, Dantong Yu, Bruce Gibbard, Shawn McKee
2006 Misc conf
Multi-Source Grid Scheduling for Divisible Loads.
CISS
Thomas G. Robertazzi, Dantong Yu
2006 C conf
TeraPaths: End-to-End Network Path QoS Configuration Using Cross-Domain Reservation Negotiation.
BROADNETS
Bruce Gibbard, Dimitrios Katramatos, Dantong Yu, Shawn McKee
2004 — conf
Design and Analysis of a Dynamic Scheduling Strategy with Resource Estimation for Large-Scale Grid Systems.
GRID
Sivakumar Viswanathan, Bharadwaj Veeravalli, Dantong Yu, Thomas G. Robertazzi
2004 A conf
The Grid2003 Production Grid: Principles and Practice.
HPDC
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
2003 J jnl
A Model for Grid User Management
CoRR
Richard Baker, Dantong Yu, Tomasz Wlodek
2003 J jnl
ClusterTree: Integration of Cluster Representation and Nearest-Neighbor Search for Large Data Sets with High Dimensions.
IEEE Trans. Knowl. Data Eng.
Dantong Yu, Aidong Zhang
2003 J jnl
GridMonitor: Integration of Large Scale Facility Fabric Monitoring with Meta Data Service in Grid Environment
CoRR
Richard Baker, Dantong Yu, Jason Smith, Anthony Chan, Kaushik De, Patrick McGuigan
2002 J jnl
FindOut: Finding Outliers in Very Large Datasets.
Knowl. Inf. Syst.
Dantong Yu, Gholamhosein Sheikholeslami, Aidong Zhang
2000 A* conf
ACQ: An Automatic Clustering and Querying Approach for Large Image Databases.
ICDE
Dantong Yu, Aidong Zhang
2000 A conf
ClusterTree: Integration of Cluster Representation and Nearest Neighbor Search for Image Databases.
IEEE International Conference on Multimedia and Expo (III)
Dantong Yu, Aidong Zhang
2000 B conf
Knowledge-based method for fully automatic contour detection in radiographs.
Image Processing
Yu Sun, Dantong Yu, Raj S. Acharya, Roger S. Gaborski
1999 A* conf
ACQ: an automatic clustering and querying approach for large image databases.
ACM Multimedia (2)
Dantong Yu, Aidong Zhang
1999 B conf
Efficiently Detecting Arbitrary Shaped Clusters in Image Databases.
ICTAI
Dantong Yu, Surojit Chatterjee, Aidong Zhang
1999 B conf
GiView: A Multi-Resolution Geographical Data Retrieval System.
SSDBM
Dantong Yu, Lei Zhu, Aidong Zhang, Ling Bian