Publications

Conference, journal and workshop papers. Google Scholar has citation counts.

Conference and journal papers

  1. WACV 2027First author

    BioVQA: A Benchmark for Biological Question Answering across Taxonomic, Fine-grained and Spatial Reasoning

    S M Rayeed et al.
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2027), Datasets and Benchmarks track
  2. ECCV 2026

    Identifying and Resolving Pitfalls of Knowledge-Based VQA Benchmarks: Auditing, Repairing, and Augmenting

    Qian Ma, S M Rayeed, Charles V. Stewart, Qiong Wu, Yao Ma
    European Conference on Computer Vision (ECCV 2026)
  3. Scientific Data 2026First author

    A continental-scale dataset of ground beetles with high-resolution images and validated morphological trait measurements

    S M Rayeed, Mridul Khurana, Alyson East, Isadora E. Fluck, Elizabeth G. Campolongo, Samuel Stevens, Iuliia Zarubiieva, Scott C. Lowe, Michael W. Denslow, Evan D. Donoso, Jiaman Wu, Michelle Ramirez, Benjamin Baiser, Charles V. Stewart, Paula Mabee, Tanya Berger-Wolf, Anuj Karpatne, Hilmar Lapp, Robert P. Guralnick, Graham W. Taylor, Sydne Record
    Scientific Data (Nature Portfolio), Data Descriptor
  4. MEE 2026Under review
  5. MEE 2025

    Optimizing Image Capture for Computer Vision-Powered Taxonomic Identification and Trait Recognition of Biodiversity Specimens

    Alyson East, Elizabeth G. Campolongo, Luke Meyers, S M Rayeed, Samuel Stevens, Iuliia Zarubiieva, Isadora E. Fluck, + 21 co-authors, Sydne Record
    Methods in Ecology and Evolution, 2025
  6. ICMV 2022First author

    Bangla sign digits recognition using depth information

    S M Rayeed et al.
    Fourteenth International Conference on Machine Vision (ICMV 2021), Proc. SPIE 12084, 2022
  7. Data in Brief 2023First author

    BdSL47: A complete depth-based Bangla sign alphabet and digit dataset

    S M Rayeed, Sidratul Tamzida Tuba, Hasan Mahmud, Mumtahin Habib Ullah Mazumder, Saddam Hossain Mukta, Kamrul Hasan
    Data in Brief, vol. 51, 109799 (2023)

Workshop papers

  1. AAAI 2027 WorkshopUnder reviewFirst author

    Close Enough to Guess: Resolvable Insufficiency in Retrieval-Augmented Question Answering

    S M Rayeed et al.
    AAAI 2027 Workshop on NeuSymBridge (under review)
  2. AAAI 2027 WorkshopUnder reviewFirst author

    Silent on Harm: The Contraindication Gap in Biomedical Text and Language Models

    S M Rayeed et al.
    AAAI 2027 Workshop on Health Intelligence, W3PHIAI (under review)
  3. NeurIPS 2025 Workshop

    BeetleFlow: An Integrative Deep Learning Pipeline for Beetle Image Processing

    Fangxun Liu, S M Rayeed, Samuel Stevens, Alyson East, + 17 co-authors, Sydne Record, Charles V. Stewart, Wei-Lun Chao
    NeurIPS 2025 Workshop on Imageomics
  4. NeurIPS 2025 Workshop

    Mind the (Data) Gap: Evaluating Vision Systems in Small Data Applications

    Samuel Stevens, Jenna Kline, S M Rayeed
    NeurIPS 2025 Workshop on Imageomics
  5. ICCV 2025 WorkshopFirst author

    Fine-Grained Beetle Taxonomy with Vision Models: A Benchmark on Long-Tailed and Domain-Adaptive Classification

    S M Rayeed, Alyson East, Samuel Stevens, Sydne Record, Charles V. Stewart
    ICCV 2025 Workshop on Computer Vision for Ecology (CV4E)
  6. CVPR 2025 WorkshopFirst author

    BeetleVerse: A study on taxonomic classification of ground beetles

    S M Rayeed, Alyson East, Samuel Stevens, Sydne Record, Charles V. Stewart
    CVPR 2025 Workshop on CV4Animals
  7. CVPR 2025 Workshop

    Animal Re-Identification via Multiview Spatio-Temporal Track Clustering

    S M Rayeed (co-author)
    CVPR 2025 Workshop on CV4Animals