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62 Results
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Poster
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Tue 9:00 |
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking Keyu Duan · Zirui Liu · Peihao Wang · Wenqing Zheng · Kaixiong Zhou · Tianlong Chen · Xia Hu · Zhangyang Wang |
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Workshop
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COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics Maya Pavlova · Tia Tuinstra · Hossein Aboutalebi · Andy Zhao · Hayden Gunraj · Alexander Wong |
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Poster
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Wed 14:00 |
Global Optimal K-Medoids Clustering of One Million Samples Jiayang Ren · Kaixun Hua · Yankai Cao |
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Poster
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TA-MoE: Topology-Aware Large Scale Mixture-of-Expert Training Chang Chen · Min Li · Zhihua Wu · Dianhai Yu · Chao Yang |
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Workshop
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Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation Hong-Min Chu · Jonas Geiping · Liam Fowl · Micah Goldblum · Tom Goldstein |
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Poster
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Wed 9:00 |
🏘️ ProcTHOR: Large-Scale Embodied AI Using Procedural Generation Matt Deitke · Eli VanderBilt · Alvaro Herrasti · Luca Weihs · Kiana Ehsani · Jordi Salvador · Winson Han · Eric Kolve · Aniruddha Kembhavi · Roozbeh Mottaghi |
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Poster
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Thu 9:00 |
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions Lingjiao Chen · Zhihua Jin · Evan Sabri Eyuboglu · Christopher Ré · Matei Zaharia · James Zou |
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Workshop
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GIST: Distributed Training for Large-Scale Graph Convolutional Networks Cameron Wolfe · Jingkang Yang · Fangshuo Liao · Arindam Chowdhury · Chen Dun · Artun Bayer · Santiago Segarra · Anastasios Kyrillidis |
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Poster
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Tenrec: A Large-scale Multipurpose Benchmark Dataset for Recommender Systems Guanghu Yuan · Fajie Yuan · Yudong Li · Beibei Kong · Shujie Li · Lei Chen · Min Yang · Chenyun YU · Bo Hu · Zang Li · Yu Xu · Xiaohu Qie |
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Competition
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Thu 13:00 |
OGB-LSC 2022: A Large-Scale Challenge for ML on Graphs Weihua Hu · Matthias Fey · Hongyu Ren · Maho Nakata · Yuxiao Dong · Jure Leskovec |
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Workshop
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Self Supervised Pre-training for Large Scale Tabular Data Sharad Chitlangia · Anand Muralidhar · Rajat Agarwal |
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Poster
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Wed 14:00 |
Giga-scale Kernel Matrix-Vector Multiplication on GPU Robert Hu · Siu Lun Chau · Dino Sejdinovic · Joan Glaunès |