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Madhav V. Marathe

Virginia Tech, Blacksburg, VA, USA

18 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×5AAMAS ×5IJCAI ×3CVPR ×1ICML ×1NeurIPS ×1SIGKDD ×1WACV ×1

Frequent coauthors

Oishee Bintey Hoque
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Zakaria Mehrab
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Kazi Ashik Islam
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Nibir Chandra Mandal
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Zirou Qiu
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Ritwick Mishra
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Uttam Rao
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Daniel J. Rosenkrantz
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Swapna Thorve
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Abhijin Adiga
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Papers

  1. Information Theoretic Optimal Surveillance for Epidemic Prevalence in Networks
    AAAI 2026 ·
    Ritwick Mishra
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  2. LLM-Enabled Scientific Knowledge Diffusion Analysis
    AAAI 2026 ·
    Uttam Rao
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  3. PRISM-CAFO: Prior-conditioned Remote-sensing Infrastructure Segmentation and Mapping for CAFOs
    WACV 2026 ·
    Oishee Bintey Hoque
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  4. Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations
    AAAI 2026 ·
    Kazi Ashik Islam
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  5. Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine
    IJCAI 2025 ·
    Zakaria Mehrab
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  6. IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation
    IJCAI 2025 ·
    Oishee Bintey Hoque
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  7. IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture
    NeurIPS 2025 ·
    Nibir Chandra Mandal
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  8. IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping
    SIGKDD 2025 ·
    Nibir Chandra Mandal
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  9. Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing
    IJCAI 2025 ·
    Oishee Bintey Hoque
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  10. On Some Fundamental Problems for Multi-Agent Systems Over Multilayer Networks
    AAMAS 2025 ·
    Daniel J. Rosenkrantz
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  11. A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration
    AAAI 2024 ·
    Zakaria Mehrab
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  12. Assessing Fairness of Residential Dynamic Pricing for Electricity using Active Learning with Agent-based Simulation
    AAMAS 2024 ·
    Swapna Thorve
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  13. Efficient PAC Learnability of Dynamical Systems Over Multilayer Networks
    ICML 2024 ·
    Zirou Qiu
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  14. IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery
    CVPR 2024 ·
    Oishee Bintey Hoque
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  15. Learning the Topology and Behavior of Discrete Dynamical Systems
    AAAI 2024 ·
    Zirou Qiu
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  16. Network Agency: An Agent-based Model of Forced Migration from Ukraine
    AAMAS 2024 ·
    Zakaria Mehrab
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  17. Strategic Routing and Scheduling for Evacuations
    AAMAS 2024 ·
    Kazi Ashik Islam
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  18. Value-based Resource Matching with Fairness Criteria: Application to Agricultural Water Trading
    AAMAS 2024 ·
    Abhijin Adiga
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