PPaperPicks

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
×5
Aaron M. Ferber
×5
Zhongdi Qu
×3
Yingheng Wang
×3
Felipe Siqueira Pacheco
×3
Alexander Flecker
×3
Yuanqi Du
×3
Kilian Q. Weinberger
×3
Joshua Fan
×2
Utku Umur Acikalin
×2
Yue Mao
×2
Sebastian Heilpern
×2

Papers

  1. LabelKAN - Kolmogorov-Arnold Networks for Inter-Label Learning: Avian Community Learning
    AAAI 2026 ·
    Marc Grimson
    ,
    Joshua Fan
    ,
    Courtney L. Davis
    ,
    Dylan van Bramer
    ,
    Daniel Fink
    , Carla P. Gomes
  2. Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
    ACL 2026 ·
    Yibo Yan
    ,
    Shen Wang
    ,
    Jiahao Huo
    ,
    Jingheng Ye
    ,
    Zhendong Chu
    ,
    Xuming Hu
    ,
    Philip S. Yu
    , Carla P. Gomes,
    Bart Selman
    ,
    Qingsong Wen
  3. Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond
    AAAI 2026 ·
    Joshua Fan
    ,
    Haodi Xu
    ,
    Feng Tao
    ,
    Md Nasim
    ,
    Marc Grimson
    ,
    Yiqi Luo
    , Carla P. Gomes
  4. Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem
    AAAI 2026 ·
    Zhongdi Qu
    ,
    Yingheng Wang
    ,
    Utku Umur Acikalin
    ,
    Aaron M. Ferber
    ,
    Goncalo J. Gouveia
    ,
    Brandon Bills
    ,
    Guohui Li
    ,
    Joshua Kline
    ,
    Sunandini Yedla
    ,
    Xiao Wang
    ,
    Frank C. Schroeder
    , Carla P. Gomes
  5. Constraint-aware Pareto Optimization for Tree-Structured Networks: Addressing Decarbonization Targets with Hydropower Expansion
    AAAI 2025 ·
    Marc Grimson
    ,
    Zhongdi Qu
    ,
    Yue Mao
    ,
    Aaron M. Ferber
    ,
    Felipe Siqueira Pacheco
    ,
    Sebastian Heilpern
    ,
    Hector Angarita
    ,
    Alexander Flecker
    , Carla P. Gomes
  6. Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
    AISTATS 2025 ·
    Lingkai Kong
    ,
    Yuanqi Du
    ,
    Wenhao Mu
    ,
    Kirill Neklyudov
    ,
    Valentin De Bortoli
    ,
    Dongxia Wu
    ,
    Haorui Wang
    ,
    Aaron M. Ferber
    ,
    Yian Ma
    , Carla P. Gomes,
    Chao Zhang
  7. Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal
    IJCAI 2025 ·
    Yue Mao
    ,
    Zhongdi Qu
    ,
    Imanol Miqueleiz
    ,
    Aaron M. Ferber
    ,
    Sami Wolf
    ,
    Marc Grimson
    ,
    Sebastian Heilpern
    ,
    Felipe Siqueira Pacheco
    ,
    Alexander S. Flecker
    ,
    Peter B. McIntyre
    , Carla P. Gomes
  8. FEAT: Free energy Estimators with Adaptive Transport
    NeurIPS 2025 ·
    Yuanqi Du
    ,
    Jiajun He
    ,
    Francisco Vargas
    ,
    Yuanqing Wang
    , Carla P. Gomes,
    José Miguel Hernández-Lobato
    ,
    Eric Vanden-Eijnden
  9. Improving Multislice Electron Ptychography with a Generative Prior
    ICCV 2025 ·
    Christian K. Belardi
    ,
    Chia-Hao Lee
    ,
    Yingheng Wang
    ,
    Justin Lovelace
    ,
    Kilian Q. Weinberger
    ,
    David A. Muller
    , Carla P. Gomes
  10. Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization
    ICLR 2025 ·
    Utku Umur Acikalin
    ,
    Aaron M. Ferber
    , Carla P. Gomes
  11. On Speeding Up Language Model Evaluation
    ICLR 2025 ·
    Jin Peng Zhou
    ,
    Christian K. Belardi
    ,
    Ruihan Wu
    ,
    Travis Zhang
    , Carla P. Gomes,
    Wen Sun
    ,
    Kilian Q. Weinberger
  12. PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation
    ICML 2025 ·
    Albert Gong
    ,
    Kamile Stankeviciute
    ,
    Chao Wan
    ,
    Anmol Kabra
    ,
    Raphael Thesmar
    ,
    Johann Lee
    ,
    Julius Klenke
    , Carla P. Gomes,
    Kilian Q. Weinberger
  13. Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance
    AAAI 2024 ·
    Yingheng Wang
    ,
    Shufeng Kong
    ,
    John M. Gregoire
    , Carla P. Gomes
  14. Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling
    NeurIPS 2024 ·
    Yuanqi Du
    ,
    Michael Plainer
    ,
    Rob Brekelmans
    ,
    Chenru Duan
    ,
    Frank Noé
    , Carla P. Gomes,
    Alán Aspuru-Guzik
    ,
    Kirill Neklyudov
  15. ILP-FORMER: Solving Integer Linear Programming with Sequence to Multi-Label Learning
    UAI 2024 ·
    Shufeng Kong
    ,
    Caihua Liu
    , Carla Gomes
  16. Scaling Up Pareto Optimization for Tree Structures with Affine Transformations: Evaluating Hybrid Floating Solar-Hydropower Systems in the Amazon
    AAAI 2024 ·
    Marc Grimson
    ,
    Rafael Almeida
    ,
    Qinru Shi
    ,
    Yiwei Bai
    ,
    Hector Angarita
    ,
    Felipe Siqueira Pacheco
    ,
    Rafael Schmitt
    ,
    Alexander Flecker
    , Carla P. Gomes