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Carla P. Gomes

Cornell University, Department of Computer Science, Canada

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4441-7225 ↗Homepage ↗

Venues

AAAI ×6ICLR ×2NeurIPS ×2ACL ×1AISTATS ×1ICCV ×1ICML ×1IJCAI ×1UAI ×1

Frequent coauthors

Marc Grimson
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Yuanqi Du
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Yibo Yan
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Joshua Fan
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Zhongdi Qu
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Lingkai Kong
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Yue Mao
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Christian K. Belardi
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Utku Umur Acikalin
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Jin Peng Zhou
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Albert Gong
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Yingheng Wang
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Papers

  1. LabelKAN - Kolmogorov-Arnold Networks for Inter-Label Learning: Avian Community Learning
    AAAI 2026 ·
    Marc Grimson
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  2. Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
    ACL 2026 ·
    Yibo Yan
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  3. Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond
    AAAI 2026 ·
    Joshua Fan
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  4. Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem
    AAAI 2026 ·
    Zhongdi Qu
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  5. Constraint-aware Pareto Optimization for Tree-Structured Networks: Addressing Decarbonization Targets with Hydropower Expansion
    AAAI 2025 ·
    Marc Grimson
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  6. Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
    AISTATS 2025 ·
    Lingkai Kong
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  7. Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal
    IJCAI 2025 ·
    Yue Mao
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  8. FEAT: Free energy Estimators with Adaptive Transport
    NeurIPS 2025 ·
    Yuanqi Du
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  9. Improving Multislice Electron Ptychography with a Generative Prior
    ICCV 2025 ·
    Christian K. Belardi
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  10. Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization
    ICLR 2025 ·
    Utku Umur Acikalin
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  11. On Speeding Up Language Model Evaluation
    ICLR 2025 ·
    Jin Peng Zhou
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  12. PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation
    ICML 2025 ·
    Albert Gong
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  13. Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance
    AAAI 2024 ·
    Yingheng Wang
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  14. Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling
    NeurIPS 2024 ·
    Yuanqi Du
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  15. ILP-FORMER: Solving Integer Linear Programming with Sequence to Multi-Label Learning
    UAI 2024 ·
    Shufeng Kong
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  16. Scaling Up Pareto Optimization for Tree Structures with Affine Transformations: Evaluating Hybrid Floating Solar-Hydropower Systems in the Amazon
    AAAI 2024 ·
    Marc Grimson
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