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MPCFormer: fast, performant and private Transformer inference with MPC


Nov 02, 2022
Dacheng Li, Rulin Shao, Hongyi Wang, Han Guo, Eric P. Xing, Hao Zhang

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Super-Resolution Based Patch-Free 3D Medical Image Segmentation with Self-Supervised Guidance


Oct 26, 2022
Hongyi Wang, Lanfen Lin, Hongjie Hu, Qingqing Chen, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

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AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness


Oct 13, 2022
Dacheng Li, Hongyi Wang, Eric Xing, Hao Zhang

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* Accepted at NeurIPS 2022 (Paper ID: 12583) 

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CubeMLP: A MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation


Aug 07, 2022
Hao Sun, Hongyi Wang, Jiaqing Liu, Yen-Wei Chen, Lanfen Lin

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* Accepted by ACM MM 2022 

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Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation


Apr 11, 2022
Kai Zhang, Yu Wang, Hongyi Wang, Lifu Huang, Carl Yang, Lichao Sun

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* Accepted to ACL 2022 Workshop on Federated Learning for Natural Language Processing 

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Rare Gems: Finding Lottery Tickets at Initialization


Feb 24, 2022
Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Kangwook Lee, Dimitris Papailiopoulos

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Hformer: Hybrid CNN-Transformer for Fringe Order Prediction in Phase Unwrapping of Fringe Projection


Dec 13, 2021
Xinjun Zhu, Zhiqiang Han, Mengkai Yuan, Qinghua Guo, Hongyi Wang

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Mixed Transformer U-Net For Medical Image Segmentation


Nov 11, 2021
Hongyi Wang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

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Solon: Communication-efficient Byzantine-resilient Distributed Training via Redundant Gradients


Oct 09, 2021
Lingjiao Chen, Leshang Chen, Hongyi Wang, Susan Davidson, Edgar Dobriban

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