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Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits


Nov 02, 2021
Tan Li, Linqi Song


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CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling


Sep 23, 2021
Han Wu, Kun Xu, Linqi Song

* To appear in EMNLP 2021 

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SignGuard: Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering


Sep 13, 2021
Jian Xu, Shao-Lun Huang, Linqi Song, Tian Lan


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DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning


Jul 30, 2021
Guangfeng Yan, Shao-Lun Huang, Tian Lan, Linqi Song

* 10 pages, 7 figures 

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Domain-Adaptive Pretraining Methods for Dialogue Understanding


May 28, 2021
Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song

* 6 pages, to appear in ACL2021 

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Conversational Semantic Role Labeling


Apr 11, 2021
Kun Xu, Han Wu, Linfeng Song, Haisong Zhang, Linqi Song, Dong Yu

* Accepted by TASLP. arXiv admin note: text overlap with arXiv:2010.01417 

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EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information


Jan 25, 2021
Lei Huang, Jiecong Lin, Xiangtao Li, Linqi Song, Ka-Chun Wong


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Distributed Thompson Sampling


Dec 03, 2020
Jing Dong, Tan Li, Shaolei Ren, Linqi Song


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Semantic Role Labeling Guided Multi-turn Dialogue ReWriter


Oct 03, 2020
Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu

* To appear in EMNLP 2020 

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Federated Recommendation System via Differential Privacy


May 16, 2020
Tan Li, Linqi Song, Christina Fragouli

* This paper is accepted by 2020 IEEE International Symposium on Information Theory(ISIT 2020) 

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The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost


Jul 16, 2019
Mengwei Yang, Linqi Song, Jie Xu, Congduan Li, Guozhen Tan


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Data Encoding for Byzantine-Resilient Distributed Optimization


Jul 05, 2019
Deepesh Data, Linqi Song, Suhas Diggavi

* 30 pages, 5 figures 

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Equivariant neural networks and equivarification


Jun 19, 2019
Erkao Bao, Linqi Song

* 9 pages, fixed a typo in the code link 

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Regret vs. Bandwidth Trade-off for Recommendation Systems


Oct 15, 2018
Linqi Song, Christina Fragouli, Devavrat Shah


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A Contextual Bandit Approach for Stream-Based Active Learning


Jan 24, 2017
Linqi Song, Jie Xu

* arXiv admin note: text overlap with arXiv:1607.03182 

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Stream-based Online Active Learning in a Contextual Multi-Armed Bandit Framework


Jul 11, 2016
Linqi Song


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