Publications

Publications authored with Hoda Eldardiry

New! GradXKG: A Universal Explain-per-use Temporal Knowledge Graph Explainer

Hoda Eldardiry
In Cornell University, : , 10/2023
Citatations: BibTeX

New! Resource-Efficient Federated Learning for Heterogenous and Resource-Constrained Environments

Humaid Desai, Hoda Eldardiry
In Cornell University, : , 08/2023
Citatations: BibTeX

New! Data-Driven Near-Optimal Control of Nonlinear Systems Over Finite Horizon

Vasanth Reddy Baddam, Hoda Eldardiry
In Cornell University, : , 06/2023
Citatations: BibTeX

New! Near-Optimal Trajectory Generation for Flexible Motion Systems using Two-Boundary Approach

Hoda Eldardiry, Vasanth Reddy Baddam
In Proceedings of the European Control Conference, (pp 1-6), 07/2023
Citatations: BibTeX

New! Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction

Jiaying Gong, Hoda Eldardiry
In Proceedings of the CIKM: Conference on Information and Knowledge Management, (pp 3902–3907), 10/2023
Citatations: BibTeX

New! Graph Deep Factors for Probabilistic Time-series Forecasting

Hongjie Chen, Hoda Eldardiry
In ACM Transactions on Knowledge Discovery from Data, 17 Issue 2: Article 26: 1-30, 02/2023
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New! Hard Negative Sampling Strategies for Contrastive Representation Learning

Hoda Eldardiry, Afrina Tabassum
In Cornell University, : , 06/2022
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New! Context Integrated Relational Spatio-Temporal Resource Forecasting

Hoda Eldardiry
In Proceedings of the IEEE International Conference on Big Data, (pp 1359-1368), 12/2021
Citatations: BibTeX

New! Role-Based Graph Embeddings

Hoda Eldardiry
In IEEE Transactions on Knowledge and Data Engineering, 34 5: 2401-2415, 07/2020
Citatations: BibTeX

New! Prompt-based Zero-shot Relation Classification with Semantic Knowledge Augmentation

Jiaying Gong, Hoda Eldardiry
In Cornell University, : , 12/2021
Citatations: BibTeX

New! Multi-stage Hybrid Attentive Networks for Knowledge-Driven Stock Movement Prediction

Hoda Eldardiry, Jiaying Gong
In Proceedings of the International Conference on Neural Information Processing, (pp 501-513), 12/2021
Citatations: BibTeX

New! Unsupervised Relation Extraction: A Variational Autoencoder Approach

Hoda Eldardiry
In Proceedings of the Empirical Methods in Natural Language Processing, (pp ),
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New! Zero-shot Relation Classification from Side Information

Hoda Eldardiry, Jiaying Gong
In Proceedings of the CIKM, (pp 576–585), 10/2021
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New! Two-Stage Clustering of Household Electricity Load Shapes for Improved Temporal Pattern Representation

Hoda Eldardiry
In IEEE Access, 9 : 151667-151680, 10/2021
Citatations: BibTeX

New! Graph Deep Factors for Forecasting with Applications to Cloud Resource Allocation

Hongjie Chen, Hoda Eldardiry
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 106-116), 08/2021
Citatations: BibTeX

New! Zero-shot Learning for Relation Extraction

Jiaying Gong, Hoda Eldardiry
In Cornell University, : , 11/2020
Citatations: BibTeX

New! Graph Deep Factors for Forecasting

Hongjie Chen, Hoda Eldardiry
In Cornell University, : , 10/2020
Citatations: BibTeX

New! Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction

Hoda Eldardiry
In Cornell University, : , 09/2020
Citatations: BibTeX

New! Clustering-based Unsupervised Generative Relation Extraction

Hoda Eldardiry
In Cornell University, : , 09/2020
Citatations: BibTeX

New! A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting

Hongjie Chen, Hoda Eldardiry
In Cornell University, : , 09/2020
Citatations: BibTeX

New! Investigating Misinformation in Online Marketplaces: An Audit Study on Amazon

Hoda Eldardiry
In Cornell University, : , 09/2020
Citatations: BibTeX

New! Predicting Coordinated Actuated Traffic Signal Change Times using LSTM Neural Networks

Hoda Eldardiry
In Cornell University, : , 08/2020
Citatations: BibTeX

New! Two-stage building energy consumption clustering based on temporal and peak demand patterns

Milad Afzalan, Hoda Eldardiry
In Cornell University, : , 08/2020
Citatations: BibTeX

New! Ensemble Learning for Relational Data

Hoda Eldardiry
In Journal of Machine Learning Research, 21 49: 1-37,
Citatations: BibTeX

New! Singular Perturbation-based Reinforcement Learning of Two-Point Boundary Optimal Control Systems

Hoda Eldardiry
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Predicting Stock Price Movement Using Financial News Sentiment

Jiaying Gong, Hoda Eldardiry
In Proceedings of the Engineering Applications of Neural Networks, (pp 503-517), 07/2021
Citatations: BibTeX