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Federated Two-stage Learning with Sign-based Voting

Dec 10, 2021
Zichen Ma, Zihan Lu, Yu Lu, Wenye Li, Jinfeng Yi, Shuguang Cui

* Preprint, the first version is accomplished in 02/2020 

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CRIS: CLIP-Driven Referring Image Segmentation

Nov 30, 2021
Zhaoqing Wang, Yu Lu, Qiang Li, Xunqiang Tao, Yandong Guo, Mingming Gong, Tongliang Liu

* 15 pages, 6 figures 

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Interpreting Deep Knowledge Tracing Model on EdNet Dataset

Oct 31, 2021
Deliang Wang, Yu Lu, Qinggang Meng, Penghe Chen

* This paper has been accepted and presented in AAAI 2021 Workshop on AI Education 

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Towards Heterogeneous Clients with Elastic Federated Learning

Jun 17, 2021
Zichen Ma, Yu Lu, Zihan Lu, Wenye Li, Jinfeng Yi, Shuguang Cui

* Under Review 

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Efficient Speech Emotion Recognition Using Multi-Scale CNN and Attention

Jun 08, 2021
Zixuan Peng, Yu Lu, Shengfeng Pan, Yunfeng Liu

* ICASSP,2021 pp. 3020-3024 
* First two authors contributed equally.Accepted by ICASSP 2021 

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RevCore: Review-augmented Conversational Recommendation

Jun 02, 2021
Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He

* Accepted by ACL-Findings 2021. 13 pages, 3 figures, and 10 tables 

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RoFormer: Enhanced Transformer with Rotary Position Embedding

Apr 20, 2021
Jianlin Su, Yu Lu, Shengfeng Pan, Bo Wen, Yunfeng Liu

* Preprint. English experiments are coming 

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GINet: Graph Interaction Network for Scene Parsing

Sep 14, 2020
Tianyi Wu, Yu Lu, Yu Zhu, Chuang Zhang, Ming Wu, Zhanyu Ma, Guodong Guo

* Accepted by ECCV 2020 

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Towards Interpretable Deep Learning Models for Knowledge Tracing

May 13, 2020
Yu Lu, Deliang Wang, Qinggang Meng, Penghe Chen

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Object Instance Mining for Weakly Supervised Object Detection

Feb 04, 2020
Chenhao Lin, Siwen Wang, Dongqi Xu, Yu Lu, Wayne Zhang

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C-DLinkNet: considering multi-level semantic features for human parsing

Jan 31, 2020
Yu Lu, Muyan Feng, Ming Wu, Chuang Zhang

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Learning Efficient Video Representation with Video Shuffle Networks

Nov 26, 2019
Pingchuan Ma, Yao Zhou, Yu Lu, Wei Zhang

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Optimal Estimation and Completion of Matrices with Biclustering Structures

Oct 22, 2018
Chao Gao, Yu Lu, Zongming Ma, Harrison H. Zhou

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Provably Optimal Algorithms for Generalized Linear Contextual Bandits

Jun 18, 2017
Lihong Li, Yu Lu, Dengyong Zhou

* Published at ICML 2017 

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Statistical and Computational Guarantees of Lloyd's Algorithm and its Variants

Dec 07, 2016
Yu Lu, Harrison H. Zhou

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Exact Exponent in Optimal Rates for Crowdsourcing

May 26, 2016
Chao Gao, Yu Lu, Dengyong Zhou

* To appear in the Proceedings of the 33rd International Conference on Machine Learning, New York, NY, USA, 2016 

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Linearly Supporting Feature Extraction For Automated Estimation Of Stellar Atmospheric Parameters

Apr 10, 2015
Xiangru Li, Yu Lu, Georges Comte, Ali Luo, Yongheng Zhao, Yongjun Wang

* 21 pages, 7 figures, 8 tables, The Astrophysical Journal Supplement Series (accepted for publication) 

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Individualized Rank Aggregation using Nuclear Norm Regularization

Oct 03, 2014
Yu Lu, Sahand N. Negahban

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