Chandan K. Reddy
Orcid: 0000-0003-2839-3662Affiliations:
- Virginia Tech, Department of Computer Science, Blacksburg, VA, USA
- Cornell University, Ithaca, NY, USA (PhD)
According to our database1,
Chandan K. Reddy
authored at least 181 papers
between 2004 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Knowl. Data Eng., April, 2024
ACM Trans. Knowl. Discov. Data, April, 2024
An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce.
CoRR, 2024
CoRR, 2024
Beyond the Surface: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation.
CoRR, 2024
2023
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values.
J. Biomed. Informatics, August, 2023
Self-Supervised Graph Learning With Hyperbolic Embedding for Temporal Health Event Prediction.
IEEE Trans. Cybern., April, 2023
ACM Trans. Knowl. Discov. Data, February, 2023
Trans. Mach. Learn. Res., 2023
A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping.
J. Biomed. Informatics, 2023
CoRR, 2023
CoRR, 2023
Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series.
CoRR, 2023
A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to Traumatic Brain Injury Phenotyping.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
International Workshop on Multimodal Learning - 2023 Theme: Multimodal Learning with Foundation Models.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Transformer-based Models for Long-Form Document Matching: Challenges and Empirical Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series.
ACM Trans. Knowl. Discov. Data, 2022
Corpus-level and Concept-based Explanations for Interpretable Document Classification.
ACM Trans. Knowl. Discov. Data, 2022
ACM Trans. Intell. Syst. Technol., 2022
Inf. Sci., 2022
CoRR, 2022
Pseudo-Poincaré: A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks.
CoRR, 2022
CoRR, 2022
GraphZoo: A Development Toolkit for Graph Neural Networks with Hyperbolic Geometries.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Graph-based Multilingual Language Model: Leveraging Product Relations for Search Relevance.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Attention-based aspect reasoning for knowledge base question answering on clinical notes.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury.
Proceedings of the AMIA 2022, 2022
Proceedings of the Computer Vision - ACCV 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
Trans. Data Sci., 2021
CoRR, 2021
Self-supervised Transformer for Multivariate Clinical Time-Series with Missing Values.
CoRR, 2021
Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterogeneous Networks.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs.
Proceedings of the WWW '21: The Web Conference 2021, 2021
T-Miner: A Generative Approach to Defend Against Trojan Attacks on DNN-based Text Classification.
Proceedings of the 30th USENIX Security Symposium, 2021
Interpretable Graph Similarity Computation via Differentiable Optimal Alignment of Node Embeddings.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Tracking the Evolution of COVID-19 via Temporal Comorbidity Analysis from Multi-Modal Data.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data.
IEEE Trans. Knowl. Data Eng., 2020
ACM Trans. Knowl. Discov. Data, 2020
Deliberate Self-Attention Network with Uncertainty Estimation for Multi-Aspect Review Rating Prediction.
CoRR, 2020
A Concept-based Abstraction-Aggregation Deep Neural Network for Interpretable Document Classification.
CoRR, 2020
CoRR, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Language-Agnostic Representation Learning for Product Search on E-Commerce Platforms.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
Proceedings of the IEEE European Symposium on Security and Privacy, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
A Translate-Edit Model for Natural Language Question to SQL Query Generation on Multi-relational Healthcare Data.
CoRR, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
An Attentive Spatio-Temporal Neural Model for Successive Point of Interest Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019
LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive Text Summarization.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Active Learning Technique for Multimodal Brain Tumor Segmentation Using Limited Labeled Images.
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
Document-Level Multi-Aspect Sentiment Classification for Online Reviews of Medical Experts.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Predicting <i>interval time</i> for reciprocal link creation using survival analysis.
Soc. Netw. Anal. Min., 2018
Localized user-driven topic discovery via boosted ensemble of nonnegative matrix factorization.
Knowl. Inf. Syst., 2018
DyLink2Vec: Effective Feature Representation for Link Prediction in Dynamic Networks.
CoRR, 2018
Short-Text Topic Modeling via Non-negative Matrix Factorization Enriched with Local Word-Context Correlations.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Spatio-Temporal Check-in Time Prediction with Recurrent Neural Network based Survival Analysis.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
2017
Pre-Processing Censored Survival Data Using Inverse Covariance Matrix Based Calibration.
IEEE Trans. Knowl. Data Eng., 2017
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
How Fast Will You Get a Response? Predicting Interval Time for Reciprocal Link Creation.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Prediction and imputation in irregularly sampled clinical time series data using hierarchical linear dynamical models.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
PIVE: Per-Iteration Visualization Environment for Real-Time Interactions with Dimension Reduction and Clustering.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
IEEE Trans. Knowl. Data Eng., 2016
Knowl. Inf. Syst., 2016
A distributed ensemble approach for mining healthcare data under privacy constraints.
Inf. Sci., 2016
IEEE Access, 2016
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
L-EnsNMF: Boosted Local Topic Discovery via Ensemble of Nonnegative Matrix Factorization.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Transfer Learning for Survival Analysis via Efficient L2, 1-Norm Regularized Cox Regression.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
2015
Biclustering neighborhood-based collaborative filtering method for top-n recommender systems.
Knowl. Inf. Syst., 2015
Doubly supervised embedding based on class labels and intrinsic clusters for high-dimensional data visualization.
Neurocomputing, 2015
Predicting gene functions from multiple biological sources using novel ensemble methods.
Int. J. Data Min. Bioinform., 2015
Constrained elastic net based knowledge transfer for healthcare information exchange.
Data Min. Knowl. Discov., 2015
Data Min. Knowl. Discov., 2015
Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the Ninth International Conference on Web and Social Media, 2015
Proceedings of the Advances in Information Retrieval, 2015
Proceedings of the Healthcare Data Analytics., 2015
Proceedings of the Healthcare Data Analytics., 2015
Proceedings of the Healthcare Data Analytics., 2015
Proceedings of the Healthcare Data Analytics., 2015
2014
Knowl. Inf. Syst., 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
PIVE: Per-Iteration visualization environment for supporting real-time interactions with computational methods.
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization.
IEEE Trans. Vis. Comput. Graph., 2013
ACM Trans. Intell. Syst. Technol., 2013
Systems analysis reveals a transcriptional reversal of the mesenchymal phenotype induced by SNAIL-inhibitor GN-25.
BMC Syst. Biol., 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
A Survey of Partitional and Hierarchical Clustering Algorithms.
Proceedings of the Data Clustering: Algorithms and Applications, 2013
Clustering Biological Data.
Proceedings of the Data Clustering: Algorithms and Applications, 2013
Educational and Software Resources for Data Clustering.
Proceedings of the Data Clustering: Algorithms and Applications, 2013
2012
J. Bioinform. Comput. Biol., 2012
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
2011
Knowl. Inf. Syst., 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011
Proceedings of the ACM International Conference on Bioinformatics, 2011
A Bayesian integration model for improved gene functional inference from heterogeneous data sources.
Proceedings of the ACM International Conference on Bioinformatics, 2011
2010
Stat. Anal. Data Min., 2010
Comput. Stat. Data Anal., 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the Database and Expert Systems Applications, 2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the Machine Learning: ECML 2007, 2007
2006
A Stability Boundary Based Method for Finding Saddle Points on Potential Energy Surfaces.
J. Comput. Biol., 2006
Refining motifs by improving information content scores using neighborhood profile search.
Algorithms Mol. Biol., 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
2004
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004