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Bin Cui

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Rover: An online Spark SQL tuning service via generalized transfer learning

Feb 08, 2023
Yu Shen, Xinyuyang Ren, Yupeng Lu, Huaijun Jiang, Huanyong Xu, Di Peng, Yang Li, Wentao Zhang, Bin Cui

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DivBO: Diversity-aware CASH for Ensemble Learning

Feb 07, 2023
Yu Shen, Yupeng Lu, Yang Li, Yaofeng Tu, Wentao Zhang, Bin Cui

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Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism

Nov 25, 2022
Xupeng Miao, Yujie Wang, Youhe Jiang, Chunan Shi, Xiaonan Nie, Hailin Zhang, Bin Cui

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Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training

Nov 21, 2022
Ling Yang, Zhilin Huang, Yang Song, Shenda Hong, Guohao Li, Wentao Zhang, Bin Cui, Bernard Ghanem, Ming-Hsuan Yang

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Efficient Graph Neural Network Inference at Large Scale

Nov 05, 2022
Xinyi Gao, Wentao Zhang, Yingxia Shao, Quoc Viet Hung Nguyen, Bin Cui, Hongzhi Yin

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Distributed Graph Neural Network Training: A Survey

Nov 01, 2022
Yingxia Shao, Hongzheng Li, Xizhi Gu, Hongbo Yin, Yawen Li, Xupeng Miao, Wentao Zhang, Bin Cui, Lei Chen

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CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention

Sep 28, 2022
Ziyu Guo, Renrui Zhang, Longtian Qiu, Xianzheng Ma, Xupeng Miao, Xuming He, Bin Cui

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Diffusion Models: A Comprehensive Survey of Methods and Applications

Sep 15, 2022
Ling Yang, Zhilong Zhang, Shenda Hong, Runsheng Xu, Yue Zhao, Yingxia Shao, Wentao Zhang, Ming-Hsuan Yang, Bin Cui

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Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates

Jul 29, 2022
Fangcheng Fu, Xupeng Miao, Jiawei Jiang, Huanran Xue, Bin Cui

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Efficient End-to-End AutoML via Scalable Search Space Decomposition

Jun 24, 2022
Yang Li, Yu Shen, Wentao Zhang, Ce Zhang, Bin Cui

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