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Expo Talk Panel
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Tue 16:00
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AgentInstruct: Agentic flows are effective synthetic-data generators
Elaina Robinson · Arindam Mitra · Yash Lara
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Workshop
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Provocation: Who benefits from “inclusion” in Generative AI?
Samantha Dalal · Siobhan Mackenzie Hall · Nari Johnson
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Workshop
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Matchmaker: Self-Improving Large Language Model Programs for Schema Matching
Nabeel Seedat · Mihaela van der Schaar
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Poster
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Fri 11:00
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TSGM: A Flexible Framework for Generative Modeling of Synthetic Time Series
Alexander Nikitin · Letizia Iannucci · Samuel Kaski
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Workshop
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Seeing Inside Buildings: Leveraging Generative AI and Multimodal Data to Automate Building Material Audits
Nikita Klimenko · James Stoddart · Lorenzo Villaggi · Dale Zhao
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Poster
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OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance
Jiahao Wang · Caixia Yan · Haonan Lin · Weizhan Zhang · Mengmeng Wang · Tieliang Gong · Guang Dai · Hao Sun
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Workshop
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Unmasking Trees for Tabular Data
Calvin McCarter
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Workshop
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Sun 10:40
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Tim Kraska: ML and Generative AI for Data Systems
Tim Kraska
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Workshop
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Scaling Generative Tabular Learning for Large Language Models
Yiming Sun · Xumeng Wen · Shun Zheng · Xiaowei Jia · Jiang Bian
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Workshop
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Tabular Data Generation using Binary Diffusion
Vitaliy Kinakh · Slava Voloshynovskiy
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Poster
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Fri 16:30
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A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis
Lei Huang · Lei Xiong · Na Sun · Zunpeng Liu · Ka-Chun Wong · Manolis Kellis
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Workshop
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TARGET: Benchmarking Table Retrieval for Generative Tasks
Xingyu Ji · Aditya Parameswaran · Madelon Hulsebos
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