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PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud


Nov 28, 2022
Tunhou Zhang, Mingyuan Ma, Feng Yan, Hai Li, Yiran Chen

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* To appear in WACV 2023 

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More Generalized and Personalized Unsupervised Representation Learning In A Distributed System


Nov 11, 2022
Yuewei Yang, Jingwei Sun, Ang Li, Hai Li, Yiran Chen

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Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer


Oct 07, 2022
Jianyi Zhang, Yiran Chen, Jianshu Chen

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* Technical Report 

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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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* Submitted to DistributedML'22 workshop 

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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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Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification


Sep 09, 2022
Randolph Linderman, Jingyang Zhang, Nathan Inkawhich, Hai Li, Yiran Chen

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FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices


Sep 08, 2022
Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Li, Yiran Chen

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* Preprint version 

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Self-Trained Proposal Networks for the Open World


Aug 23, 2022
Matthew Inkawhich, Nathan Inkawhich, Hai Li, Yiran Chen

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* 20 pages, 6 figures, 9 tables 

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NASRec: Weight Sharing Neural Architecture Search for Recommender Systems


Jul 14, 2022
Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen

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Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data


Mar 30, 2022
Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen

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* 6 pages, 2 figures, accepted by DAC'22 

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