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Ang Li

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Embedding Representation of Academic Heterogeneous Information Networks Based on Federated Learning

Oct 07, 2022
Junfu Wang, Yawen Li, Meiyu Liang, Ang Li

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Scientific Paper Classification Based on Graph Neural Network with Hypergraph Self-attention Mechanism

Oct 07, 2022
Jiashun Liu, Zhe Xue, Ang Li

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Rethinking Normalization Methods in Federated Learning

Oct 07, 2022
Zhixu Du, Jingwei Sun, Ang Li, Pin-Yu Chen, Jianyi Zhang, Hai "Helen" Li, Yiran Chen

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Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction

Sep 30, 2022
Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li

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PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference

Sep 20, 2022
Hongwu Peng, Shanglin Zhou, Yukui Luo, Shijin Duan, Nuo Xu, Ran Ran, Shaoyi Huang, Chenghong Wang, Tong Geng, Ang Li, Wujie Wen, Xiaolin Xu, Caiwen Ding

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Empowering GNNs with Fine-grained Communication-Computation Pipelining on Multi-GPU Platforms

Sep 14, 2022
Yuke Wang, Boyuan Feng, Zheng Wang, Tong Geng, Kevin Barker, Ang Li, Yufei Ding

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Unit Selection with Nonbinary Treatment and Effect

Aug 20, 2022
Ang Li, Judea Pearl

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Probabilities of Causation with Nonbinary Treatment and Effect

Aug 19, 2022
Ang Li, Judea Pearl

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A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining

Aug 07, 2022
Hongwu Peng, Shaoyi Huang, Shiyang Chen, Bingbing Li, Tong Geng, Ang Li, Weiwen Jiang, Wujie Wen, Jinbo Bi, Hang Liu, Caiwen Ding

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SphereFed: Hyperspherical Federated Learning

Jul 19, 2022
Xin Dong, Sai Qian Zhang, Ang Li, H. T. Kung

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