1. PhD (Computer Engineering) from Delhi Technological University, Delhi, 2020
2. M.E (Computer Technology & Application) from University of Delhi (Delhi College of Engineering), 2004-2006
3. B.Tech (Computer Science & Engg.) from Kurukshetra University (Haryana College of Technology & Management), Kurukshetra, 1998-2002.

List of Publications

Journals:

SCI/SCIE/SCOPUS:

1. Kumar A., Garg G. (2019). “Systematic Literature Review on Context-Based Sentiment Analysis in Social Multimedia.” Multimedia Tools and Applications. https://doi.org/10.1007/s11042-019-7346-5. Springer. [SCIE- Impact Factor: 2.101]
2. Kumar A., Garg G, (2019). “Sentiment Analysis of Multimodal Twitter Data.”  Multimedia Tools and Applications. 78, 24103–24119 (2019), https://doi.org/10.1007/s11042-019-7390-1, ISSN: 1380-7501. Springer. [SCIE- Impact Factor: 2.101]
3. Kumar A., Garg G, (2019). “Empirical study of shallow and deep learning models for sarcasm detection using context in benchmark datasets”, Journal of Ambient Intelligence and Humanized Computing,1-16, https://doi.org/10.1007/s12652-019-01419-7, ISSN: 1868-5137. Springer [SCIE- Impact Factor: 1.910] 
4. Jain DK, Kumar, A., Garg, G. (2020). “Sarcasm Detection in Mash-up Language using Soft-Attention based Bi-directional LSTM and feature-rich CNN”, Applied Soft Computing, https://doi.org/10.1016/j.asoc.2020.106198, Elsevier ,ISSN: 1568-4946. [SCIE-Impact Factor: 4.837].
5. Kumar, A., Garg G. “Fine Grain Sentiment Grading Of User-Generated Big Data Using Contextual Cues” (2020).  World Review of Entrepreneurship, Management and Sustainable Development. Inderscience. [SCOPUS, In Press]

Conferences

1. Kumar, A., Garg G. (2019). Sarc-M: Sarcasm Detection in Typo-graphic Memes (March 14, 2019). International Conference on Advances in Engineering Science Management & Technology (ICAESMT) – 2019. http://dx.doi.org/10.2139/ssrn.3384025. Elsevier [Presented in March’ 2019].
2. Kumar, A., & Garg, G. (2020). “The Multi-faceted Concept of Context in Sentiment Analysis”. In Cognitive Informatics and Soft Computing (pp. 413-421). doi: 10.1007/978-981-15-1451-7_44. Springer, Singapore.  [Presented in April’ 2019]
3. Kumar A., Garg G. (2020) Sarcasm Detection Using Feature-Variant Learning Models. In Proceedings of ICETIT 2019. Lecture Notes in Electrical Engineering, vol 605. https://doi.org/10.1007/978-3-030-30577-2_61. Springer, Cham. [Presented in July’ 2019].