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Horst Samulowitz

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

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Venues

VLDB ×3ICDM ×2WWW ×2AAAI ×1ACL ×1AISTATS ×1ICDE ×1IJCAI ×1IUI ×1SDM ×1

Frequent coauthors

Md. Faisal Mahbub Chowdhury
×4
Nandana Mihindukulasooriya
×4
Parikshit Ram
×3
Yi Zhou
×3
Sola Shirai
×3
Oktie Hassanzadeh
×3
Inwon Kang
×2
Oshani Seneviratne
×2
Gregory Bramble
×2
Niharika S. D'Souza
×2
Alfio Gliozzo
×2
Harsha Kokel
×2

Papers

  1. Language Model Representations for Efficient Few-Shot Tabular Classification
    WWW 2026 ·
    Inwon Kang
    ,
    Parikshit Ram
    ,
    Yi Zhou
    , Horst Samulowitz,
    Oshani Seneviratne
  2. Agentic Control Center for Data Product Optimization
    ICDM 2025 ·
    Priyadarshini Tamilselvan
    ,
    Gregory Bramble
    ,
    Sola Shirai
    ,
    Ken C. L. Wong
    ,
    Md. Faisal Mahbub Chowdhury
    , Horst Samulowitz
  3. Automatic Prompt Engineering with No Task Cues and No Tuning
    ICDM 2025 ·
    Md. Faisal Mahbub Chowdhury
    ,
    Nandana Mihindukulasooriya
    ,
    Niharika S. D'Souza
    , Horst Samulowitz,
    Neeru Gupta
    ,
    Tomasz Hanusiak
    ,
    Michal Kapitonow
  4. Automatic Prompt Optimization for Knowledge Graph Construction: Insights from an Empirical Study
    VLDB 2025 ·
    Nandana Mihindukulasooriya
    ,
    Niharika S. D'Souza
    ,
    Md. Faisal Mahbub Chowdhury
    , Horst Samulowitz
  5. Knowledge Base Construction for Knowledge-Augmented Text-to-SQL
    ACL 2025 ·
    Jinheon Baek
    , Horst Samulowitz,
    Oktie Hassanzadeh
    ,
    Dharmashankar Subramanian
    ,
    Sola Shirai
    ,
    Alfio Gliozzo
    ,
    Debarun Bhattacharjya
  6. StructText: A Synthetic Table-to-Text Approach for Benchmark Generation with Multi-Dimensional Evaluation
    VLDB 2025 ·
    Satyananda Kashyap
    ,
    Sola Shirai
    ,
    Nandana Mihindukulasooriya
    , Horst Samulowitz
  7. TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search
    VLDB 2025 ·
    Harsha Kokel
    ,
    Aamod Khatiwada
    ,
    Tejaswini Pedapati
    ,
    Haritha Ananthakrishnan
    ,
    Oktie Hassanzadeh
    , Horst Samulowitz,
    Kavitha Srinivas
  8. TabSketchFM: Sketch-Based Tabular Representation Learning for Data Discovery Over Data Lakes
    ICDE 2025 ·
    Aamod Khatiwada
    ,
    Harsha Kokel
    ,
    Ibrahim Abdelaziz
    ,
    Subhajit Chaudhury
    ,
    Julian Dolby
    ,
    Oktie Hassanzadeh
    ,
    Zhenhan Huang
    ,
    Tejaswini Pedapati
    , Horst Samulowitz,
    Kavitha Srinivas
  9. Table Retrieval using LLMs and Semantic Table Similarity
    WWW 2025 ·
    Udayan Khurana
    ,
    Sahil Suneja
    , Horst Samulowitz
  10. Effective Data Distillation for Tabular Datasets (Student Abstract)
    AAAI 2024 ·
    Inwon Kang
    ,
    Parikshit Ram
    ,
    Yi Zhou
    , Horst Samulowitz,
    Oshani Seneviratne
  11. Empirical Evidence on Conversational Control of GUI in Semantic Automation
    IUI 2024 ·
    Daniel Karl I. Weidele
    ,
    Mauro Martino
    ,
    Abel N. Valente
    ,
    Gaetano Rossiello
    ,
    Hendrik Strobelt
    ,
    Loraine Franke
    ,
    Kathryn Alvero
    ,
    Shayenna Misko
    ,
    Robin Auer
    ,
    Sugato Bagchi
    ,
    Nandana Mihindukulasooriya
    ,
    Md. Faisal Mahbub Chowdhury
    ,
    Gregory Bramble
    , Horst Samulowitz,
    Alfio Gliozzo
    ,
    Lisa Amini
  12. Enhancing In-context Learning via Linear Probe Calibration
    AISTATS 2024 ·
    Momin Abbas
    ,
    Yi Zhou
    ,
    Parikshit Ram
    ,
    Nathalie Baracaldo
    , Horst Samulowitz,
    Theodoros Salonidis
    ,
    Tianyi Chen
  13. Feature-Engineered Random Forests
    SDM 2024 ·
    Saket Sathe
    ,
    Charu Aggarwal
    , Horst Samulowitz,
    Deepak S. Turaga
  14. Instance-Level Metalearning for Outlier Detection
    IJCAI 2024 ·
    Long Vu
    ,
    Peter Kirchner
    ,
    Charu C. Aggarwal
    , Horst Samulowitz