2024
Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning.
CoRR, 2024
Mixture of Experts Meets Prompt-Based Continual Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Lifelong Event Detection via Optimal Transport.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Realistic Evaluation of Toxicity in Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Causal Associations between Temporal Events.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Webots.HPC: A Parallel Simulation Pipeline for Autonomous Vehicles.
Proceedings of the PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10, 2022
2021
Viability of Azure IoT Hub for Processing High Velocity Large Scale IoT Data.
Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021
2019
Multi-class Twitter Data Categorization and Geocoding with a Novel Computing Framework.
CoRR, 2019
Building A Scalable Forward Flux Sampling Framework using Big Data and HPC.
Proceedings of the Practice and Experience in Advanced Research Computing on Rise of the Machines (learning), 2019
2018
A Distributed Message Delivery Infrastructure for Connected Vehicle Technology Applications.
IEEE Trans. Intell. Transp. Syst., 2018
Unifying computing resources and access interface to support parallel and distributed computing education.
J. Parallel Distributed Comput., 2018
Combining HPC and Big Data Infrastructures in Large-Scale Post-Processing of Simulation Data: A Case Study.
Proceedings of the Practice and Experience on Advanced Research Computing, 2018
2017
Random access in nondelimited variable-length record collections for parallel reading with Hadoop.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017
2015
Dynamic Provisioning of Data Intensive Computing Middleware Frameworks: A Case Study.
Proceedings of the 1st Workshop on The Science of Cyberinfrastructure, 2015
Evaluating R-Based Big Data Analytic Frameworks.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015
2014
Teaching HDFS/MapReduce Systems Concepts to Undergraduates.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Managing the academic data lifecycle: A case study of HPCC.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
Synthetic data generation for the internet of things.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
2013
JUMMP: Job Uninterrupted Maneuverable MapReduce Platform.
Proceedings of the 2013 IEEE International Conference on Cluster Computing, 2013
Academic publishing as a social media paradigm.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
2012
An Architecture for Mining and Visualization of U.S. Higher Educational Data.
Proceedings of the Ninth International Conference on Information Technology: New Generations, 2012
An Empirical Study on Forecasting Using Decomposed Arrival Data of an Enterprise Computing System.
Proceedings of the Ninth International Conference on Information Technology: New Generations, 2012
2010
A Forecasting Capability Study of Empirical Mode Decomposition for the Arrival Time of a Parallel Batch System.
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010
2009
Application of Empirical Mode Decomposition to the Arrival Time Characterization of a Parallel Batch System Using System Logs.
Proceedings of the 2009 International Conference on Modeling, 2009
2007
Shibboleth as a Tool for Authorized Access Control to the Subversion Repository System.
J. Softw., 2007
Using Shibboleth for Authorization and Authentication to the Subversion Version Control Repository System.
Proceedings of the Fourth International Conference on Information Technology: New Generations (ITNG 2007), 2007