G-miner: an efficient task-oriented graph mining system H Chen, M Liu, Y Zhao, X Yan, D Yan, J Cheng Proceedings of the Thirteenth EuroSys Conference, 1-12, 2018 | 119 | 2018 |
Face2exp: Combating data biases for facial expression recognition D Zeng, Z Lin, X Yan, Y Liu, F Wang, B Tang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 118 | 2022 |
DGCL: An efficient communication library for distributed GNN training Z Cai, X Yan, Y Wu, K Ma, J Cheng, F Yu Proceedings of the Sixteenth European Conference on Computer Systems, 130-144, 2021 | 104 | 2021 |
Flexps: Flexible parallelism control in parameter server architecture Y Huang, T Jin, Y Wu, Z Cai, X Yan, F Yang, J Li, Y Guo, J Cheng Proceedings of the VLDB Endowment 11 (5), 566-579, 2018 | 88 | 2018 |
Ultra dense network: Challenges enabling technologies and new trends P Hao, X Yan, YN Ruyue, Y Yuan China Communications 13 (2), 30-40, 2016 | 84 | 2016 |
Norm-ranging lsh for maximum inner product search X Yan, J Li, X Dai, H Chen, J Cheng Advances in Neural Information Processing Systems 31, 2018 | 64 | 2018 |
Hyper-sphere quantization: Communication-efficient sgd for federated learning X Dai, X Yan, K Zhou, H Yang, KKW Ng, J Cheng, Y Fan arXiv preprint arXiv:1911.04655, 2019 | 63 | 2019 |
Manu: a cloud native vector database management system R Guo, X Luan, L Xiang, X Yan, X Yi, J Luo, Q Cheng, W Xu, J Luo, F Liu, ... Proceedings of the VLDB Endowment, Volume 15, Issue 12, pp 3548–3561, 2022 | 59 | 2022 |
Elastic deep learning in multi-tenant GPU clusters Y Wu, K Ma, X Yan, Z Liu, Z Cai, Y Huang, J Cheng, H Yuan, F Yu IEEE Transactions on Parallel and Distributed Systems 33 (1), 144-158, 2021 | 52 | 2021 |
Self-enhanced gnn: Improving graph neural networks using model outputs H Yang, X Yan, X Dai, Y Chen, J Cheng 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 42 | 2021 |
Tensoropt: Exploring the tradeoffs in distributed dnn training with auto-parallelism Z Cai, X Yan, K Ma, Y Wu, Y Huang, J Cheng, T Su, F Yu IEEE Transactions on Parallel and Distributed Systems 33 (8), 1967-1981, 2021 | 41 | 2021 |
Norm-explicit quantization: Improving vector quantization for maximum inner product search X Dai, X Yan, KKW Ng, J Liu, J Cheng Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 51-58, 2020 | 32 | 2020 |
Understanding and improving proximity graph based maximum inner product search J Liu, X Yan, X Dai, Z Li, J Cheng, MC Yang Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 139-146, 2020 | 32 | 2020 |
Convolutional embedding for edit distance X Dai, X Yan, K Zhou, Y Wang, H Yang, J Cheng proceedings of the 43rd international ACM SIGIR conference on Research and …, 2020 | 31* | 2020 |
DSP: Efficient GNN training with multiple GPUs Z Cai, Q Zhou, X Yan, D Zheng, X Song, C Zheng, J Cheng, G Karypis Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and …, 2023 | 27 | 2023 |
Timestamped state sharing for stream analytics Y Zhao, Z Liu, Y Wu, G Jiang, J Cheng, K Liu, X Yan IEEE Transactions on Parallel and Distributed Systems 32 (11), 2691-2704, 2021 | 27 | 2021 |
Wasserstein collaborative filtering for item cold-start recommendation Y Meng, X Yan, W Liu, H Wu, J Cheng Proceedings of the 28th ACM Conference on user modeling, adaptation and …, 2020 | 26 | 2020 |
Flexible resource allocation in 5G ultra dense network with self-backhaul P Hao, X Yan, J Li, YNR Li, H Wu 2015 IEEE Globecom Workshops (GC Wkshps), 1-6, 2015 | 24 | 2015 |
Grasper: A high performance distributed system for OLAP on property graphs H Chen, C Li, J Fang, C Huang, J Cheng, J Zhang, Y Hou, X Yan Proceedings of the ACM Symposium on Cloud Computing, 87-100, 2019 | 21 | 2019 |
A general and efficient querying method for learning to hash J Li, X Yan, J Zhang, A Xu, J Cheng, J Liu, KKW Ng, T Cheng Proceedings of the 2018 International Conference on Management of Data, 1333 …, 2018 | 20 | 2018 |