Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Linqi Song

Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits

Nov 02, 2021
Tan Li, Linqi Song

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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

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

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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

  Access Paper or Ask Questions

Distributed Thompson Sampling

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

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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

  Access Paper or Ask Questions

Data Encoding for Byzantine-Resilient Distributed Optimization

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

* 30 pages, 5 figures 

  Access Paper or Ask Questions

Equivariant neural networks and equivarification

Jun 19, 2019
Erkao Bao, Linqi Song

* 9 pages, fixed a typo in the code link 

  Access Paper or Ask Questions

Regret vs. Bandwidth Trade-off for Recommendation Systems

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

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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

Jul 11, 2016
Linqi Song

  Access Paper or Ask Questions