All Stories

  1. Fractional Budget Allocation for Influence Maximization under General Marketing Strategies

    Article • October 2024, ACM (Association for Computing Machinery)

    Lav Varshney, Abhishek Umrawal

  2. CyNetDiff: A Python Library for Accelerated Implementation of Network Diffusion Models

    Article • Proceedings of the VLDB Endowment, August 2024, ACM (Association for Computing Machinery)

    Abhishek Umrawal

  3. Fractional Budget Allocation for Influence Maximization

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Abhishek Umrawal

  4. A Community-Aware Framework for Social Influence Maximization

    Article • IEEE Transactions on Emerging Topics in Computational Intelligence, August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Abhishek Umrawal

  5. Leveraging the Community Structure of a Social Network for Maximizing the Spread of Influence

    Article • ACM SIGMETRICS Performance Evaluation Review, April 2023, ACM (Association for Computing Machinery)

    Abhishek Umrawal

  6. A Genetic Algorithm-Based Framework for Learning Statistical Power Manifold

    Article • January 2023, Springer Science + Business Media

    Abhishek Umrawal

  7. Stochastic Top K -Subset Bandits with Linear Space and Non-Linear Feedback with Applications to Social Influence Maximization

    Article • ACM/IMS Transactions on Data Science, November 2021, ACM (Association for Computing Machinery)

    Abhishek Umrawal

  8. DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits

    Article • Proceedings of the AAAI Conference on Artificial Intelligence, May 2021, Association for the Advancement of Artificial Intelligence (AAAI)

    Abhishek Umrawal

  9. DeepFreight: A Model-free Deep-reinforcement-learning-based Algorithm for Multi-transfer Freight Delivery

    Article • Proceedings of the International Conference on Automated Planning and Scheduling, May 2021, Association for the Advancement of Artificial Intelligence (AAAI)

    Abhishek Umrawal

  10. FlexPool: A Distributed Model-Free Deep Reinforcement Learning Algorithm for Joint Passengers and Goods Transportation

    Article • IEEE Transactions on Intelligent Transportation Systems, April 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Abhishek Umrawal