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Bistra Dilkina

7 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

ICML ×3AAAI ×1ECAI ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Taoan Huang
×4
Junyang Cai
×2
Aaron M. Ferber
×2
Arman Zharmagambetov
×2
Yuandong Tian
×2
Serdar Kadioglu
×1
Thomy Phan
×1
Sven Koenig
×1
Emre Eftelioglu
×1
Naoki Abe
×1
Ramakrishnan Kannan
×1
Yuzhou Chen
×1

Papers

  1. Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problems
    IJCAI 2025 ·
    Junyang Cai
    ,
    Serdar Kadioglu
    , Bistra Dilkina
  2. Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search
    AAAI 2024 ·
    Thomy Phan
    ,
    Taoan Huang
    , Bistra Dilkina,
    Sven Koenig
  3. Contrastive Predict-and-Search for Mixed Integer Linear Programs
    ICML 2024 ·
    Taoan Huang
    ,
    Aaron M. Ferber
    ,
    Arman Zharmagambetov
    ,
    Yuandong Tian
    , Bistra Dilkina
  4. Fragile Earth: Generative and Foundational Models for Sustainable Development
    SIGKDD 2024 ·
    Emre Eftelioglu
    , Bistra Dilkina,
    Naoki Abe
    ,
    Ramakrishnan Kannan
    ,
    Yuzhou Chen
    ,
    Yulia R. Gel
    ,
    Kathleen Buckingham
    ,
    Auroop R. Ganguly
    ,
    James Hodson
    ,
    Jiafu Mao
  5. GenCO: Generating Diverse Designs with Combinatorial Constraints
    ICML 2024 ·
    Aaron M. Ferber
    ,
    Arman Zharmagambetov
    ,
    Taoan Huang
    , Bistra Dilkina,
    Yuandong Tian
  6. Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learning
    ECAI 2024 ·
    Junyang Cai
    ,
    Taoan Huang
    , Bistra Dilkina
  7. Position: Application-Driven Innovation in Machine Learning
    ICML 2024 ·
    David Rolnick
    ,
    Alán Aspuru-Guzik
    ,
    Sara Beery
    , Bistra Dilkina,
    Priya L. Donti
    ,
    Marzyeh Ghassemi
    ,
    Hannah Kerner
    ,
    Claire Monteleoni
    ,
    Esther Rolf
    ,
    Milind Tambe
    ,
    Adam White