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Enhancing Transformer for Video Understanding Using Gated Multi-Level Attention and Temporal Adversarial Training


Mar 18, 2021
Saurabh Sahu, Palash Goyal


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Hierarchical Class-Based Curriculum Loss


Jun 05, 2020
Palash Goyal, Shalini Ghosh


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Cross-modal Learning for Multi-modal Video Categorization


Mar 16, 2020
Palash Goyal, Saurabh Sahu, Shalini Ghosh, Chul Lee


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Exploiting Temporal Coherence for Multi-modal Video Categorization


Feb 07, 2020
Palash Goyal, Saurabh Sahu, Shalini Ghosh, Chul Lee


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Graph Representation Ensemble Learning


Sep 12, 2019
Palash Goyal, Di Huang, Sujit Rokka Chhetri, Arquimedes Canedo, Jaya Shree, Evan Patterson


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ArduCode: Predictive Framework for Automation Engineering


Sep 11, 2019
Arquimedes Canedo, Palash Goyal, Di Huang, Amit Pandey

* 6 pages, 5 figures, 4 tables 

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Benchmarks for Graph Embedding Evaluation


Aug 26, 2019
Palash Goyal, Di Huang, Ankita Goswami, Sujit Rokka Chhetri, Arquimedes Canedo, Emilio Ferrara


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Pykg2vec: A Python Library for Knowledge Graph Embedding


Jun 04, 2019
Shih Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque

* 5 pages, 5 figures, few code snippets 

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DynamicGEM: A Library for Dynamic Graph Embedding Methods


Nov 26, 2018
Palash Goyal, Sujit Rokka Chhetri, Ninareh Mehrabi, Emilio Ferrara, Arquimedes Canedo


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Dialogue Modeling Via Hash Functions


Oct 18, 2018
Sahil Garg, Irina Rish, Guillermo Cecchi, Shuyang Gao, Palash Goyal, Sarik Ghazarian, Greg Ver Steeg, Aram Galstyan

* Presented at IJCAI-ICML 2018 Workshops. The paper is revised significantly with an addition of elaborate experimental analysis 

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dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning


Sep 07, 2018
Palash Goyal, Sujit Rokka Chhetri, Arquimedes Canedo


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Future Automation Engineering using Structural Graph Convolutional Neural Networks


Aug 24, 2018
Jiang Wan, Blake S. Pollard, Sujit Rokka Chhetri, Palash Goyal, Mohammad Abdullah Al Faruque, Arquimedes Canedo

* ICCAD 2018 

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Discovering Signals from Web Sources to Predict Cyber Attacks


Jun 08, 2018
Palash Goyal, KSM Tozammel Hossain, Ashok Deb, Nazgol Tavabi, Nathan Bartley, Andr'es Abeliuk, Emilio Ferrara, Kristina Lerman


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Graph Embedding Techniques, Applications, and Performance: A Survey


Dec 22, 2017
Palash Goyal, Emilio Ferrara

* Knowledge Based Systems, Volume 151, 1 July 2018, Pages 78-94, 2018 
* Submitted to Knowledge Based Systems for review 

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