Bin Cui | Scholar Profiles and Rankings

Publications and Citation History

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Distributed Graph Neural Network Training: A Survey (journal article) Shao, Yingxia \| Li, Hongzheng \| Gu, Xizhi \| Yin, Hongbo \| Li, Yawen \| Miao, Xupeng \| Zhang, Wentao \| Cui, Bin \| Chen, Lei ACM Computing Surveys, volume 56, issue 8, pages 1-39 (2024). 10.1145/3648358 Cited by (3) \| Cite \| Source
NPA: Improving Large-scale Graph Neural Networks with Non-parametric Attention (conference) Zhang, Wentao \| Yan, Guochen \| Shen, Yu \| Ling, Yang \| Tao, Yangyu \| Cui, Bin \| Tang, Jian SIGMOD/PODS '24: International Conference on Management of Data (2024) Santiago AA Chile 10.1145/3626246.3653399 Cite \| Source
Demystifying Data Management for Large Language Models (conference) Miao, Xupeng \| Jia, Zhihao \| Cui, Bin SIGMOD/PODS '24: International Conference on Management of Data (2024) Santiago AA Chile 10.1145/3626246.3654683 Cite \| Source
BurstBalancer: Do Less, Better Balance for Large-Scale Data Center Traffic (journal article) Liu, Zirui \| Zhao, Yikai \| Fan, Zhuochen \| Yang, Tong \| Li, Xiaodong \| Zhang, Ruwen \| Yang, Kaicheng \| Jiang, Zihan \| Zhong, Zheng \| Huang, Yi \| ... \| Cui, Bin IEEE Transactions on Parallel and Distributed Systems, volume 35, issue 6, pages 932-949 (2024). 10.1109/TPDS.2023.3295454 Cite \| Source
On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm (conference) Yin, Hongzhi \| Chen, Tong \| Qu, Liang \| Cui, Bin WWW '24: The ACM Web Conference 2024 (2024) Singapore Singapore 10.1145/3589335.3641250 Cite \| Source
Diffusion Models: A Comprehensive Survey of Methods and Applications (journal article) Yang, Ling \| Zhang, Zhilong \| Song, Yang \| Hong, Shenda \| Xu, Runsheng \| Zhao, Yue \| Zhang, Wentao \| Cui, Bin \| Yang, Ming-Hsuan ACM Computing Surveys, volume 56, issue 4, pages 1-39 (2024). 10.1145/3626235 Cited by (155) \| Cite \| Source
SpotServe: Serving Generative Large Language Models on Preemptible Instances (conference) Miao, Xupeng \| Shi, Chunan \| Duan, Jiangfei \| Xi, Xiaoli \| Lin, Dahua \| Cui, Bin \| Jia, Zhihao ASPLOS '24: 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2 (2024) La Jolla CA USA 10.1145/3620665.3640411 Cited by (1) \| Cite \| Source
Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference (journal article) Yu, Zihao \| Li, Haoyang \| Fu, Fangcheng \| Miao, Xupeng \| Cui, Bin Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 15, pages 16605-16613 (2024). 10.1609/aaai.v38i15.29599 Cite \| Source
CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models (journal article) Zhang, Hailin \| Liu, Zirui \| Chen, Boxuan \| Zhao, Yikai \| Zhao, Tong \| Yang, Tong \| Cui, Bin Proceedings of the ACM on Management of Data, volume 2, issue 1, pages 1-28 (2024). 10.1145/3639306 Cited by (1) \| Cite \| Source
Welcome to a New Era of the Data Science and Engineering Journal (DSE) (journal article) Cui, Bin Data Science and Engineering, volume 9, issue 1, pages 1-2 (2024). 10.1007/s41019-024-00242-1 Cite \| Source
A Unified Framework for Mining Batch and Periodic Batch in Data Streams (journal article) Liu, Zirui \| Wang, Xiangyuan \| Wu, Yuhan \| Yang, Tong \| Yang, Kaicheng \| Zhang, Hailin \| Tu, Yaofeng \| Cui, Bin IEEE Transactions on Knowledge and Data Engineering (2024). 10.1109/TKDE.2024.3399024 Cite \| Source
Improving Automatic Parallel Training Via Balanced Memory Workload Optimization (journal article) Wang, Yujie \| Jiang, Youhe \| Miao, Xupeng \| Fu, Fangcheng \| Zhu, Shenhan \| Nie, Xiaonan \| Tu, Yaofeng \| Cui, Bin IEEE Transactions on Knowledge and Data Engineering (2024). 10.1109/TKDE.2024.3370614 Cite \| Source
Graph-Enforced Neural Network for Attributed Graph Clustering (book chapter) In Web and Big Data Sheng, Zeang \| Zhang, Wentao \| Ouyang, Wen \| Tao, Yangyu \| Yang, Zhi \| Cui, Bin Springer Nature Singapore (2024) 10.1007/978-981-97-2303-4_8 Cite \| Source
Graphusion: Latent Diffusion for Graph Generation (journal article) Yang, Ling \| Huang, Zhilin \| Zhang, Zhilong \| Liu, Zhongyi \| Hong, Shenda \| Zhang, Wentao \| Yang, Wenming \| Cui, Bin \| Zhang, Luxia IEEE Transactions on Knowledge and Data Engineering (2024). 10.1109/TKDE.2024.3389783 Cite \| Source
Experimental Analysis of Large-Scale Learnable Vector Storage Compression (journal article) Zhang, Hailin \| Zhao, Penghao \| Miao, Xupeng \| Shao, Yingxia \| Liu, Zirui \| Yang, Tong \| Cui, Bin Proceedings of the VLDB Endowment, volume 17, issue 4, pages 808-822 (2023). 10.14778/3636218.3636234 Cite \| Source
OneSketch: A Generic and Accurate Sketch for Data Streams (journal article) Fan, Zhuochen \| Wang, Ruixin \| Cai, Yalun \| Zhang, Ruwen \| Yang, Tong \| Wu, Yuhan \| Cui, Bin \| Uhlig, Steve IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 12, pages 12887-12901 (2023). 10.1109/TKDE.2023.3278028 Cited by (2) \| Cite \| Source
An Efficient Transfer Learning Based Configuration Adviser for Database Tuning (journal article) Zhang, Xinyi \| Wu, Hong \| Li, Yang \| Tang, Zhengju \| Tan, Jian \| Li, Feifei \| Cui, Bin Proceedings of the VLDB Endowment, volume 17, issue 3, pages 539-552 (2023). 10.14778/3632093.3632114 Cite \| Source
BurstSketch: Finding Bursts in Data Streams (journal article) Miao, Ruijie \| Zhong, Zheng \| Guo, Jiarui \| Li, Zikun \| Yang, Tong \| Cui, Bin IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 11, pages 11126-11140 (2023). 10.1109/TKDE.2022.3223686 Cite \| Source
Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning (conference) Yang, Tianmeng \| Zhou, Min \| Wang, Yujing \| Lin, Zhengjie \| Pan, Lujia \| Cui, Bin \| Tong, Yunhai CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management (2023) Birmingham United Kingdom 10.1145/3583780.3615199 Cite \| Source
HoppingSketch: More Accurate Temporal Membership Query and Frequency Query (journal article) Fan, Zhuochen \| Zhang, Yubo \| Dong, Siyuan \| Zhou, Yi \| Liu, Fangyi \| Yang, Tong \| Uhlig, Steve \| Cui, Bin IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 9, pages 9067-9072 (2023). 10.1109/TKDE.2022.3221111 Cited by (2) \| Cite \| Source