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12 Results
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Poster
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Wed 11:00 |
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation Chuanyang Zheng · Yihang Gao · Han Shi · Minbin Huang · Jingyao Li · Jing Xiong · Xiaozhe Ren · Michael Ng · Xin Jiang · Zhenguo Li · Yu Li |
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Workshop
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Sat 10:35 |
Large Language Models Engineer Too Many Simple Features for Tabular Data Jaris Küken · Lennart Purucker · Frank Hutter |
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Workshop
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Automating Enterprise Data Engineering with LLMs Jan-Micha Bodensohn · Ulf Brackmann · Liane Vogel · Anupam Sanghi · Carsten Binnig |
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Poster
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Thu 11:00 |
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? Ruisheng Cao · Fangyu Lei · Haoyuan Wu · Jixuan Chen · Yeqiao Fu · Hongcheng Gao · Xinzhuang Xiong · Hanchong Zhang · Wenjing Hu · Yuchen Mao · Tianbao Xie · Hongshen Xu · Danyang Zhang · Sida Wang · Ruoxi Sun · Pengcheng Yin · Caiming Xiong · Ansong Ni · Qian Liu · Victor Zhong · Lu Chen · Kai Yu · Tao Yu |
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Workshop
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Lightweight Correlation-Aware Table Compression Mihail Stoian · Alexander van Renen · Jan Kobiolka · Ping-Lin Kuo · Josif Grabocka · Andreas Kipf |
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Poster
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Thu 16:30 |
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? Lingao Xiao · Yang He |
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Poster
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Wed 16:30 |
Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions Renjie Pi · Jianshu Zhang · Jipeng Zhang · Rui Pan · Zhekai Chen · Tong Zhang |
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Poster
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Wed 16:30 |
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations Yubo Ma · Yuhang Zang · Liangyu Chen · Meiqi Chen · Yizhu Jiao · Xinze Li · Xinyuan Lu · Ziyu Liu · Yan Ma · Xiaoyi Dong · Pan Zhang · Liangming Pan · Yu-Gang Jiang · Jiaqi Wang · Yixin Cao · Aixin Sun |
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Poster
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Fri 16:30 |
UQE: A Query Engine for Unstructured Databases Hanjun Dai · Bethany Wang · Xingchen Wan · Bo Dai · Sherry Yang · Azade Nova · Pengcheng Yin · Mangpo Phothilimthana · Charles Sutton · Dale Schuurmans |
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Poster
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Fri 16:30 |
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu · Shiyu Li · Yuxuan Liu · Jian Yuan · Ping Huang · Jiulong Shan · Huimin Ma |
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Workshop
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Scalable physics-guided data-driven component model reduction for steady Navier-Stokes flow Seung Whan Chung · Youngsoo Choi · Pratanu Roy · Thomas Roy · Tiras Y. Lin · Du Nguyen · Christopher Hahn · Eric Duoss · Sarah Baker |
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Poster
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Wed 16:30 |
Consent in Crisis: The Rapid Decline of the AI Data Commons Shayne Longpre · Robert Mahari · Ariel Lee · Campbell Lund · Hamidah Oderinwale · William Brannon · Nayan Saxena · Naana Obeng-Marnu · Tobin South · Cole Hunter · Kevin Klyman · Christopher Klamm · Hailey Schoelkopf · Nikhil Singh · Manuel Cherep · Ahmad Anis · An Dinh · Caroline Shamiso Chitongo · Da Yin · Damien Sileo · Deividas Mataciunas · Diganta Misra · Emad Alghamdi · Enrico Shippole · Jianguo Zhang · Joanna Materzynska · Kun Qian · Kushagra Tiwary · Lester James V. Miranda · Manan Dey · Minnie Liang · Mohammed Hamdy · Niklas Muennighoff · Seonghyeon Ye · Seungone Kim · Shrestha Mohanty · Vipul Gupta · Vivek Sharma · Minh Chien Vu · Xuhui Zhou · Yizhi Li · Caiming Xiong · Luis Villa · Stella Biderman · Hanlin Li · Daphne Ippolito · Sara Hooker · Jad Kabbara · Alex Pentland |