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Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa


Jun 18, 2022
Tarun Garg, Kaushik Roy, Amit Sheth


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Learning to Automate Follow-up Question Generation using Process Knowledge for Depression Triage on Reddit Posts


May 27, 2022
Shrey Gupta, Anmol Agarwal, Manas Gaur, Kaushik Roy, Vignesh Narayanan, Ponnurangam Kumaraguru, Amit Sheth


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Norm-Scaling for Out-of-Distribution Detection


May 06, 2022
Deepak Ravikumar, Kaushik Roy


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Process Knowledge-infused Learning for Suicidality Assessment on Social Media


Apr 26, 2022
Kaushik Roy, Manas Gaur, Qi Zhang, Amit Sheth


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Cryogenic Neuromorphic Hardware


Mar 25, 2022
Md Mazharul Islam, Shamiul Alam, Md Shafayat Hossain, Kaushik Roy, Ahmedullah Aziz


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TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data


Jan 21, 2022
Isha Garg, Manish Nagaraj, Kaushik Roy

* First two authors contributed equally to the paper 

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Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift


Dec 20, 2021
Amitangshu Mukherjee, Isha Garg, Kaushik Roy

* 14 pages, 2 figures 

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L4-Norm Weight Adjustments for Converted Spiking Neural Networks


Nov 17, 2021
Jason Allred, Kaushik Roy


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Low Precision Decentralized Distributed Training with Heterogeneous Data


Nov 17, 2021
Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy

* 12 pages, 7 figures, 5 tables, 5 algorithms 

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BERMo: What can BERT learn from ELMo?


Oct 18, 2021
Sangamesh Kodge, Kaushik Roy


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