Biography

I am a fifth year Ph.D. student in the Department of Computer Science at Virginia Tech. My advisor is Dr. B. Aditya Prakash.

I received my Bachelor's degree in Computer Engineering from Vistula University in Warsaw, Poland.

Publications

  1. Fast and Near-Optimal Monitoring for Healthcare Acquired Infection Outbreaks [PDF]
    Bijaya Adhikari, Bryan Lewis, Anil Vullikanti, Jose Mauricio Jimenez, and B. Aditya Prakash
    PLoS Computational Biology, 2019

  2. EpiDeep: Exploiting Embeddings for Influenza Forecasting [PDF] [CODE] [SLIDES]
    Bijaya Adhikari, Xinfeng Xu, Naren Ramakrishnan and B. Aditya Prakash
    ACM SIGKDD Conference on knowledge Discovery and Data Mining (KDD 2019), August 2019, Anchorage, Alaska

  3. NetGist: Learning to generate task-based network summaries [PDF] [CODE] [SLIDES]
    Sorour E. Amiri, Bijaya Adhikari, Aditya Bharadwaj, and B. Aditya Prakash
    IEEE International Conference on Data Mining (ICDM 2018), November 2018, Singapore

  4. DeepDiffuse: Predicting the 'Who' and 'When' in Cascades [PDF] [CODE]
    Mohammad R Islam, Sathappan Muthiah, Bijaya Adhikari, B. Aditya Prakash, and Naren Ramakrishnan
    IEEE International Conference on Data Mining (ICDM 2018), November 2018, Singapore

  5. Sub2Vec: Feature Learning for Subgraphs [PDF] [CODE][SLIDES]
    Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, and B. Aditya Prakash
    Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2018), June 2018, Melbourne, Australia

  6. Mining E-Commerce Query Relations using Customer Interaction Networks [PDF][SLIDES]
    Bijaya Adhikari, Parikshit Sondhi, Wenke Zhang, Mohit Sharma, and B. Aditya Prakash
    The Web Conference (WWW 2018), April 2018, Lyon, France

  7. Near-optimal Mapping of Network States using Probes [PDF][CODE] [SLIDES]
    Bijaya Adhikari, Pavan Rangudu, B. Aditya Prakash, and Anil Vullikanti
    SIAM International Conference on Data Mining (SDM 2018), May 2018, San Diego, USA

  8. Propagation based Temporal Network Summarization [PDF] [CODE]
    Bijaya Adhikari, Yao Zhang, Sorour E. Amiri, Aditya Bharadwaj, and B. Aditya Prakash
    in IEEE Transactions on Knowledge and Data Engineering (TKDE 2018)

  9. Distributed Representations of Subgraphs
    Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, abd B. Aditya Prakash
    IEEE ICDM Workshop on Data Mining in Networks (DaMNet 2017), November 2017, New Orleans, USA

  10. Using Partial Probes to Infer Network States
    Pavan Rangudu, Bijaya Adhikari, B. Aditya Prakash, and Anil Vullikanti
    ACM SIGKDD Mining and Learning with Graphs Workshop (MLG 2017), August 2017, Halifax, Nova Scotia, Canada

  11. MeiKe: Influence-based Communities in Networks [PDF] [CODE] [SLIDES]
    Yao Zhang, Bijaya Adhikari, Steve Jan, and B. Aditya Prakash
    SIAM International Conference on Data Mining (SDM 2017), April 2017, Houston, USA

  12. Condensing Temporal Networks using Propagation [PDF] [CODE][SLIDES]
    Bijaya Adhikari, Yao Zhang, Aditya Bharadwaj, and B. Aditya Prakash
    SIAM International Conference on Data Mining (SDM 2017), April 2017, Houston, USA

  13. Analysis of MultiLayer Neural Networks with Direct and Cross Forward Connection [PDF]
    Stanislaw Placzek and Bijaya Adhikari
    Fundamenta Informaticae 133.2-3 (2014)

  14. Coordination Algorithm in Hierarchical Structure of the Learning Process of Artificial Neural Network [PDF]
    Stanislaw Placzek and Bijaya Adhikari
    CS&P 2014