Kshitij Tayal

According to our database, Kshitij Tayal authored at least 15 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Hierarchical Conditional Multi-Task Learning for Streamflow Modeling.

Shaoming Xu, Arvind Renganathan, Ankush Khandelwal, Rahul Ghosh, Xiang Li, Licheng Liu, Kshitij Tayal, Peter Harrington, Xiaowei Jia, Zhenong Jin, John Nieber, Vipin Kumar

CoRR, 2024

ExoTST: Exogenous-Aware Temporal Sequence Transformer for Time Series Prediction.

Kshitij Tayal, Arvind Renganathan, Xiaowei Jia, Vipin Kumar, Dan Lu

CoRR, 2024

2023

Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling.

Kshitij Tayal, Arvind Renganathan, Rahul Ghosh, Xiaowei Jia, Vipin Kumar

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Invertibility aware Integration of Static and Time-series data: An application to Lake Temperature Modeling.

Kshitij Tayal, Xiaowei Jia, Rahul Ghosh, Jared Willard, Jordan S. Read, Vipin Kumar

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology.

Rahul Ghosh, Arvind Renganathan, Kshitij Tayal, Xiang Li, Ankush Khandelwal, Xiaowei Jia, Christopher J. Duffy, John Nieber, Vipin Kumar

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Meta-Transfer Learning: An application to Streamflow modeling in River-streams.

Rahul Ghosh, Bangyan Li, Kshitij Tayal, Vipin Kumar, Xiaowei Jia

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.

Yolanda Gil, Daniel Garijo, Deborah Khider, Craig A. Knoblock, Varun Ratnakar, Maximiliano Osorio, Hernán Vargas, Minh Pham, Jay Pujara, Basel Shbita, Binh Vu, Yao-Yi Chiang, Dan Feldman, Yijun Lin, Hayley Song, Vipin Kumar, Ankush Khandelwal, Michael S. Steinbach, Kshitij Tayal, Shaoming Xu, Suzanne A. Pierce, Lissa Pearson, Daniel Hardesty-Lewis, Ewa Deelman, Rafael Ferreira da Silva, Rajiv Mayani, Armen R. Kemanian, Yuning Shi, Lorne Leonard, Scott D. Peckham, Maria Stoica, Kelly M. Cobourn, Zeya Zhang, Christopher J. Duffy, Lele Shu

ACM Trans. Interact. Intell. Syst., 2021

Phase Retrieval using Single-Instance Deep Generative Prior.

Kshitij Tayal, Raunak Manekar, Zhong Zhuang, David Yang, Vipin Kumar, Felix Hofmann, Ju Sun

CoRR, 2021

2020

Inverse Problems, Deep Learning, and Symmetry Breaking.

Kshitij Tayal, Chieh-Hsin Lai, Vipin Kumar, Ju Sun

CoRR, 2020

Regularized Graph Convolutional Networks for Short Text Classification.

Kshitij Tayal, Nikhil Rao, Saurabh Agarwal, Xiaowei Jia, Karthik Subbian, Vipin Kumar

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Model-agnostic Methods for Text Classification with Inherent Noise.

Kshitij Tayal, Rahul Ghosh, Vipin Kumar

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Sequence Alignment on Directed Graphs.

Vaddadi Naga Sai Kavya, Kshitij Tayal, Rajgopal Srinivasan, Naveen Sivadasan

J. Comput. Biol., 2019

An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.

Daniel Garijo, Deborah Khider, Varun Ratnakar, Yolanda Gil, Ewa Deelman, Rafael Ferreira da Silva, Craig A. Knoblock, Yao-Yi Chiang, Minh Pham, Jay Pujara, Binh Vu, Dan Feldman, Rajiv Mayani, Kelly M. Cobourn, Christopher J. Duffy, Armen R. Kemanian, Lele Shu, Vipin Kumar, Ankush Khandelwal, Kshitij Tayal, Scott D. Peckham, Maria Stoica, Anna Dabrowski, Daniel Hardesty-Lewis, Suzanne A. Pierce

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

2017

Cognitive-Biometric Recognition From Language Usage: A Feasibility Study.

Neeti Pokhriyal, Kshitij Tayal, Ifeoma Nwogu, Venu Govindaraju

IEEE Trans. Inf. Forensics Secur., 2017

2016

Particle Swarm Optimization Trained Class Association Rule Mining: Application to Phishing Detection.

Kshitij Tayal, Vadlamani Ravi

Proceedings of the International Conference on Informatics and Analytics, 2016