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9 Results

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Poster
Wed 9:00 TransTab: Learning Transferable Tabular Transformers Across Tables
Zifeng Wang · Jimeng Sun
Workshop
Fri 6:30 Table Representation Learning
Madelon Hulsebos · Bojan Karlaš · Pengcheng Yin · haoyu dong
Workshop
Towards Foundation Models for Relational Databases [Vision Paper]
Liane Vogel · Benjamin Hilprecht · Carsten Binnig
Workshop
RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild
Weiyao Wang · Byung-Hak Kim · Varun Ganapathi
Workshop
STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables
Jaehyun Nam · Jihoon Tack · Kyungmin Lee · Hankook Lee · Jinwoo Shin
Workshop
Active Learning with Table Language Models
Martin Ringsquandl · Aneta Koleva
Workshop
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training (Short Paper)
Zui Chen · Lei Cao · Samuel Madden
Workshop
The Need for Tabular Representation Learning: An Industry Perspective
Joyce Cahoon · Alexandra Savelieva · Andreas Mueller · Avrilia Floratou · Carlo Curino · Hiren Patel · Jordan Henkel · Markus Weimer · Roman Batoukov · Shaleen Deep · Venkatesh Emani · Richard Wydrowski · Nellie Gustafsson
Poster
Wed 14:00 DreamShard: Generalizable Embedding Table Placement for Recommender Systems
Daochen Zha · Louis Feng · Qiaoyu Tan · Zirui Liu · Kwei-Herng Lai · Bhargav Bhushanam · Yuandong Tian · Arun Kejariwal · Xia Hu