Kunal Dahiya

About me
Academics
Publications
News
Projects

Resume



Contact Info:

kunalsdahiya@gmail.com

Kunal Dahiya

About me

I am a Research Scholar in the School of Information Technology at Indian Institute of Technology Delhi. I am working with Dr. Manik Varma and Dr. Sumeet Agarwal on deep learning for extreme multi-label classification.
I had previously worked with
Dr. C Krishna Mohan on scalable visual computing applications as part of my Masters thesis.

Research Interests: Machine Learning, Extreme multi-label classification, Deep Learning


News

  • 2 papers accepted in WSDM 2021.
  • Paticipated in 'Dagstuhl Extreme Classification Seminars' at Schloss Dagstuhl – Leibniz-Zentrum für Informatik, Germany (2018).
  • Contributed talk on 'Extreme Classification with label features' in The NIPS Workshop on Multi-class and Multi-label Learning in Extremely Large Label Spaces (2016).

Academics

  • Indian Institute of Technology Delhi, India
     Ph.D., 2016 - Present;
  • Indian Institute of Technology Hyderabad, India
     Master of Technology in Computer Science and Engineering, 2015-2016
       Thesis: Scalable visual computing applications.
  • Indian Institute of Technology Hyderabad, India
    Bachelor of Technology in Computer Science and Engineering, 2011-2015

Publications

  • K. Dahiya, D. Saini, A. Mittal, A. Shaw, K. Dave, A. Soni, H. Jain, S. Agarwal and M. Varma. DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents. Acceped in ACM International Conference on Web Search and Data Mining, 2021.
  • A. Mittal, K. Dahiya, S. Agrawal, D. Saini, S. Agarwal, M. Varma and P. Kar. DECAF: Deep Extreme Classification with Label Features. Acceped in ACM International Conference on Web Search and Data Mining, 2021.
  • Y. Prabhu, A. Kag, S. Gopinath, K. Dahiya, S. Harsola, R. Agrawal and M. Varma. Extreme multi-label learning with label features for warm-start tagging, ranking and recommendation. In Proceedings of the ACM International Conference on Web Search and Data Mining, Los Angeles, California, February 2018.
  • K. Dahiya, D. Singh, C.-K. Mohan, "Automatic Detection of Bike-riders without helmet using surveillance videos in real-time", In Proceedings of the International Joint Conference on Neural Networks, Vancouver, Canada, July, 2016.