Vinayak Gupta
Vinayak Gupta
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Learning temporal point processes with intermittent observations
V Gupta, S Bedathur, S Bhattacharya, A De
International Conference on Artificial Intelligence and Statistics, 3790-3798, 2021
Teaching Old DB Neu (ral) Tricks: Learning Embeddings on Multi-tabular Databases
G Gaur, R Singh, S Arora, V Gupta, S Bedathur
Proceedings of the 6th Joint International Conference on Data Science …, 2023
Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer
V Gupta, S Bedathur
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (3), 1-24, 2022
Modeling Implicit Communities from Geo-Tagged Event Traces using Spatio-Temporal Point Processes
A Likhyani, V Gupta, PK Srijith, D P, S Bedathur
Web Information Systems Engineering–WISE 2020: 21st International Conference …, 2020
ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences
V Gupta, S Bedathur
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
Lbrr: Load Balanced Ring Routing Protocol for Heterogeneous Sensor Networks with Sink Mobility
S Maurya, V Gupta, VK Jain
2017 IEEE wireless communications and networking Conference (WCNC), 1-6, 2017
Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences
V Gupta, S Bedathur, A De
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4005-4013, 2022
Region Invariant Normalizing Flows for Mobility Transfer
V Gupta, S Bedathur
Proceedings of the 30th ACM International Conference on Information …, 2021
Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes
V Gupta, S Bedathur, S Bhattacharya, A De
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (6), 1-26, 2022
SPML: A DSL for Defending Language Models Against Prompt Attacks
RK Sharma, V Gupta, D Grossman
arXiv preprint arXiv:2402.11755, 2024
Language Models Still Struggle to Zero-shot Reason about Time Series
MA Merrill, M Tan, V Gupta, T Hartvigsen, T Althoff
arXiv preprint arXiv:2404.11757, 2024
Modeling Spatial Trajectories Using Coarse-Grained Smartphone Logs
V Gupta, S Bedathur
IEEE Transactions on Big Data 9 (2), 608-620, 2022
Modeling Time-Series and Spatial Data for Recommendations and Other Applications
V Gupta
IIT Delhi, 2022
Region invariant normalizing flows for mobility transfer
G Vinayak, B Srikanta
CIKM, 2021
Learning Neural Models for Continuous-Time Sequences
V Gupta
Proceedings of the First International Conference on AI-ML Systems, 2021
GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views
V Gupta, RSV Girish, A Tewari, K Mitra
arXiv preprint arXiv:2407.08221, 2024
Are Language Models Actually Useful for Time Series Forecasting?
M Tan, MA Merrill, V Gupta, T Althoff, T Hartvigsen
arXiv preprint arXiv:2406.16964, 2024
Defending Language Models Against Image-Based Prompt Attacks via User-Provided Specifications
RK Sharma, V Gupta, D Grossman
2024 IEEE Security and Privacy Workshops (SPW), 112-131, 2024
Tapestry of Time and Actions: Modeling Human Activity Sequences using Temporal Point Process Flows
V Gupta, S Bedathur
ACM Transactions on Intelligent Systems and Technology 15 (3), 1-27, 2024
Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing
V Gupta, S Bedathur, A De
arXiv preprint arXiv:2307.09613, 2023
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