Kshitij Tayal

18 papers A* 4A 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
FFTSF: Revisiting Sub-Seasonal Streamflow Forecasting with Simple Feedforward Network.
ICDM (Workshops)
Anukesh Krishnankutty Ambika, Kshitij Tayal, Dan Lu
2024 A* conf
ExoTST: Exogenous-Aware Temporal Sequence Transformer for Time Series Prediction.
ICDM
Kshitij Tayal, Arvind Renganathan, Xiaowei Jia, Vipin Kumar, Dan Lu
2024 J jnl
ExoTST: Exogenous-Aware Temporal Sequence Transformer for Time Series Prediction.
CoRR
Kshitij Tayal, Arvind Renganathan, Xiaowei Jia, Vipin Kumar, Dan Lu
2024 J jnl
Hierarchical Conditional Multi-Task Learning for Streamflow Modeling.
CoRR
Shaoming Xu, Arvind Renganathan, Ankush Khandelwal, Rahul Ghosh, Xiang Li, Licheng Liu, Kshitij Tayal, Peter Harrington, Xiaowei Jia, Zhenong Jin, John Nieber, Vipin Kumar
2023 A* conf
Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling.
ICDM
Kshitij Tayal, Arvind Renganathan, Rahul Ghosh, Xiaowei Jia, Vipin Kumar
2023 J jnl
Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling.
CoRR
Kshitij Tayal, Arvind Renganathan, Rahul Ghosh, Xiaowei Jia, Vipin Kumar
2022 A conf
Invertibility aware Integration of Static and Time-series data: An application to Lake Temperature Modeling.
SDM
Kshitij Tayal, Xiaowei Jia, Rahul Ghosh, Jared Willard, Jordan S. Read, Vipin Kumar
2022 A* conf
Meta-Transfer Learning: An application to Streamflow modeling in River-streams.
ICDM
Rahul Ghosh, Bangyan Li, Kshitij Tayal, Vipin Kumar, Xiaowei Jia
2022 A* conf
Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology.
KDD
Rahul Ghosh, Arvind Renganathan, Kshitij Tayal, Xiang Li, Ankush Khandelwal, Xiaowei Jia, Christopher J. Duffy, John Nieber, Vipin Kumar
2021 J jnl
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst.
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
2021 J jnl
Phase Retrieval using Single-Instance Deep Generative Prior.
CoRR
Kshitij Tayal, Raunak Manekar, Zhong Zhuang, David Yang, Vipin Kumar, Felix Hofmann, Ju Sun
2020 J jnl
Inverse Problems, Deep Learning, and Symmetry Breaking.
CoRR
Kshitij Tayal, Chieh-Hsin Lai, Vipin Kumar, Ju Sun
2020 — conf
Model-agnostic Methods for Text Classification with Inherent Noise.
COLING (Industry)
Kshitij Tayal, Rahul Ghosh, Vipin Kumar
2020 — conf
Regularized Graph Convolutional Networks for Short Text Classification.
COLING (Industry)
Kshitij Tayal, Nikhil Rao, Saurabh Agarwal, Xiaowei Jia, Karthik Subbian, Vipin Kumar
2019 — conf
An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
IUI Companion
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
2019 J jnl
Sequence Alignment on Directed Graphs.
J. Comput. Biol.
Vaddadi Naga Sai Kavya, Kshitij Tayal, Rajgopal Srinivasan, Naveen Sivadasan
2017 J jnl
Cognitive-Biometric Recognition From Language Usage: A Feasibility Study.
IEEE Trans. Inf. Forensics Secur.
Neeti Pokhriyal, Kshitij Tayal, Ifeoma Nwogu, Venu Govindaraju
2016 — conf
Particle Swarm Optimization Trained Class Association Rule Mining: Application to Phishing Detection.
ICIA
Kshitij Tayal, Vadlamani Ravi