PPaperPicks

Aryan Deshwal

10 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×5NeurIPS ×2EMNLP ×1ICML ×1IJCAI ×1

Frequent coauthors

Janardhan Rao Doppa
×7
Yassine Chemingui
×4
Azza Fadhel
×3
Trong Nghia Hoang
×3
Minh Hoang
×2
Alan Fern
×2
Nathaniel W. Zuckschwerdt
×1
Susmita Bose
×1
Amit Bandyopadhyay
×1
Seunghee Ryu
×1
Donghoon Kwon
×1
Seongjin Choi
×1

Papers

  1. Discovery of Feasible 3D Printing Configurations for Metal Alloys via AI-Driven Adaptive Experimental Design
    AAAI 2026 ·
    Azza Fadhel
    ,
    Nathaniel W. Zuckschwerdt
    , Aryan Deshwal,
    Susmita Bose
    ,
    Amit Bandyopadhyay
    ,
    Jana Doppa
  2. Nanoporous Materials Discovery via Search Bias-Guided Surrogate Modeling
    AAAI 2026 ·
    Azza Fadhel
    ,
    Yassine Chemingui
    ,
    Minh Hoang
    , Aryan Deshwal,
    Trong Nghia Hoang
    ,
    Jana Doppa
  3. Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design
    AAAI 2025 · Aryan Deshwal
  4. BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem
    NeurIPS 2025 ·
    Seunghee Ryu
    ,
    Donghoon Kwon
    ,
    Seongjin Choi
    , Aryan Deshwal,
    Seungmo Kang
    ,
    Carolina Osorio
  5. COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier
    EMNLP 2025 ·
    Gaoxiang Luo
    , Aryan Deshwal
  6. Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning
    AAAI 2025 ·
    Yassine Chemingui
    , Aryan Deshwal,
    Honghao Wei
    ,
    Alan Fern
    ,
    Jana Doppa
  7. Online Optimization for Offline Safe Reinforcement Learning
    NeurIPS 2025 ·
    Yassine Chemingui
    , Aryan Deshwal,
    Alan Fern
    ,
    Thanh Nguyen-Tang
    ,
    Jana Doppa
  8. Learning Surrogates for Offline Black-Box Optimization via Gradient Matching
    ICML 2024 ·
    Minh Hoang
    ,
    Azza Fadhel
    , Aryan Deshwal,
    Jana Doppa
    ,
    Trong Nghia Hoang
  9. Offline Model-Based Optimization via Policy-Guided Gradient Search
    AAAI 2024 ·
    Yassine Chemingui
    , Aryan Deshwal,
    Trong Nghia Hoang
    ,
    Janardhan Rao Doppa
  10. Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach
    IJCAI 2024 ·
    Mohammed Amine Gharsallaoui
    ,
    Bhupinderjeet Singh
    ,
    Supriya Savalkar
    , Aryan Deshwal,
    Ananth Kalyanaraman
    ,
    Kirti Rajagopalan
    ,
    Janardhan Rao Doppa