Publications

Conference Papers

An Ensemble Model for Combating Label Noise

Yangdi Lu, Yang Bo, Wenbo He
ACM International Web Search and Data Mining Conference 2022 (WSDM 2022)
[PDF]

MixNN: Combating Noisy Labels in Deep Learning by Mixing with Nearest Neighbours

Yangdi Lu, Wenbo He
IEEE International Conference on Big Data 2021 (IEEE BigData 2021)
[PDF]

CLTA: Contents and Length-based Temporal Attention for Few-shot Action Recognition

Yang Bo, Yangdi Lu, Wenbo He
Arxiv in 2021
[PDF]

Confidence Adaptive Regularization for Deep Learning with Noisy Labels

Yangdi Lu, Yang Bo, Wenbo He
Arxiv in 2021
[PDF]

Few-Shot Learning of Video Action Recognition Only Based on Video Contents

Yang Bo, Yangdi Lu, Wenbo He
IEEE Winter Conference on Applications of Computer Vision 2020 (WACV 2020)
[PDF]

Dynamic Partition Forest: An Efficient and Distributed Indexing Scheme for Similarity Search based on Hashing

Yangdi Lu, Yang Bo, Wenbo He, Amir Nabatchian
IEEE International Conference on Big Data 2018 (IEEE BigData 2018)
[PDF]

Random Draw Forest: A Salient Index for Similarity Search Over Multimedia Data

Yangdi Lu, Wenbo He, Amir Nabatchian
IEEE International Conference on Multimedia Big Data 2018 (BigMM 2018)
[PDF]

A Content-Based Indexing Scheme for Large-Scale Unstructured Data

Nan Zhu, Yangdi Lu, Wenbo He, Yu Hua
IEEE International Conference on Multimedia Big Data 2017 (BigMM 2017)
[PDF]

Journal Articles

Towards Update-Efficient and Parallel-Friendly Content-Based Indexing Scheme in Cloud Computing

Nan Zhu, Yangdi Lu, Wenbo He, Yu Hua, Jike Ge
International Journal of Semantic Computing, Volume 12, 2018
[PDF]

US Patents

Random draw forest index structure for searching large scale unstructured data

Patent number: 10949467
Inventors: Yangdi Lu (Thornhill), Wenbo He (Oakville), Amirhosein Nabatchian (Maple)
Assignee: HUAWEI TECHNOLOGIES CANADA CO., LTD.
Filed: Jul 24, 2018
Date of Patent: March 16, 2021

Layered locality sensitive hashing (LSH) partition indexing for big data applications

Patent number: 11106708
Inventors: Yangdi Lu (Thornhill), Wenbo He (Oakville), Amirhosein Nabatchian (Maple)
Assignee: HUAWEI TECHNOLOGIES CANADA CO., LTD.
Filed: Jul 24, 2018
Date of Patent: Aug 31, 2021