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LightFR: Lightweight Federated Recommendation with Privacy-preserving Matrix Factorization


Jun 23, 2022
Honglei Zhang, Fangyuan Luo, Jun Wu, Xiangnan He, Yidong Li


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Adaptation and Attention for Neural Video Coding


Dec 16, 2021
Nannan Zou, Honglei Zhang, Francesco Cricri, Ramin G. Youvalari, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska Hannuksela, Esa Rahtu


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Image coding for machines: an end-to-end learned approach


Aug 30, 2021
Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi-Youvalari, Esa Rahtu

* 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2021), 2021, pp. 1590-1594 
* Fixed a couple of mistakes since the version accepted in IEEE ICASSP2021 

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Lossless Image Compression Using a Multi-Scale Progressive Statistical Model


Aug 24, 2021
Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Nannan Zou, Emre Aksu, Miska M. Hannuksela

* Accepted ACCV 2020 

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Learned Image Coding for Machines: A Content-Adaptive Approach


Aug 23, 2021
Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi-Youvalari, Hamed Rezazadegan Tavakoli, Esa Rahtu

* 2021 IEEE International Conference on Multimedia and Expo (ICME), 2021, pp. 1-6 
* Added some typo fixes since the accepted version in ICME2021 

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Adversarial Attack Framework on Graph Embedding Models with Limited Knowledge


May 26, 2021
Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Xin Wang, Wenwu Zhu, Junzhou Huang

* Journal extension of GF-Attack. arXiv admin note: text overlap with arXiv:1908.01297 

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Mask-GVAE: Blind Denoising Graphs via Partition


Feb 08, 2021
Jia Li, Mengzhou Liu, Honglei Zhang, Pengyun Wang, Yong Wen, Lujia Pan, Hong Cheng

* 11 pages, 6 figures, 4 tables, In Proceedings of the Web Conference 2021 

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Robust Watermarking Using Inverse Gradient Attention


Nov 21, 2020
Honglei Zhang, Hu Wang, Yidong Li, Yuanzhouhan Cao, Chunhua Shen

* 9 pages, 6 figures 

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Dirichlet Graph Variational Autoencoder


Oct 09, 2020
Jia Li, Tomasyu Yu Jiajin Li, Honglei Zhang, Kangfei Zhao, YU Rong, Hong Cheng

* Inproceedings of NeurIPS 2020 

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