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DetAIL : A Tool to Automatically Detect and Analyze Drift In Language


Nov 03, 2022
Nishtha Madaan, Adithya Manjunatha, Hrithik Nambiar, Aviral Kumar Goel, Harivansh Kumar, Diptikalyan Saha, Srikanta Bedathur

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Modeling Spatial Trajectories using Coarse-Grained Smartphone Logs


Aug 29, 2022
Vinayak Gupta, Srikanta Bedathur

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* IEEE Transactions on Big Data 

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A Survey on Temporal Graph Representation Learning and Generative Modeling


Aug 25, 2022
Shubham Gupta, Srikanta Bedathur

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* 27 pages, 2 figures 

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Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes


Jun 23, 2022
Vinayak Gupta, Srikanta Bedathur, Sourangshu Bhattacharya, Abir De

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* ACM TIST 

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Plug and Play Counterfactual Text Generation for Model Robustness


Jun 21, 2022
Nishtha Madaan, Srikanta Bedathur, Diptikalyan Saha

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TransDrift: Modeling Word-Embedding Drift using Transformer


Jun 16, 2022
Nishtha Madaan, Prateek Chaudhury, Nishant Kumar, Srikanta Bedathur

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* 10 pages 

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ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences


Jun 10, 2022
Vinayak Gupta, Srikanta Bedathur

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* KDD 2022 

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TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs


Mar 08, 2022
Shubham Gupta, Sahil Manchanda, Srikanta Bedathur, Sayan Ranu

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* To be published in AAAI-2022, additionally contains technical appendices/supplementary material 

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Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences


Feb 17, 2022
Vinayak Gupta, Srikanta Bedathur, Abir De

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* AAAI 2022 

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Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer


Jan 16, 2022
Vinayak Gupta, Srikanta Bedathur

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* ACM TIST 

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