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Lanjun Wang

Huawei Cananda Technologies Co. Ltd

FedFair: Training Fair Models In Cross-Silo Federated Learning


Sep 13, 2021
Lingyang Chu, Lanjun Wang, Yanjie Dong, Jian Pei, Zirui Zhou, Yong Zhang


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T3-Vis: a visual analytic framework for Training and fine-Tuning Transformers in NLP


Aug 31, 2021
Raymond Li, Wen Xiao, Lanjun Wang, Hyeju Jang, Giuseppe Carenini

* 10 pages, 4 figures, accepted to EMNLP 2021 System Demonstration 

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Auto-Split: A General Framework of Collaborative Edge-Cloud AI


Aug 30, 2021
Amin Banitalebi-Dehkordi, Naveen Vedula, Jian Pei, Fei Xia, Lanjun Wang, Yong Zhang

* KDD '21: the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining, August 2021 
* Published in KDD 2021. Code and demo available at: https://marketplace.huaweicloud.com/markets/aihub/notebook/detail/?id=5fad1eb4-50b2-4ac9-bcb0-a1f744cf85c7 

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Finding Representative Interpretations on Convolutional Neural Networks


Aug 20, 2021
Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy, Jian Pei, Yong Zhang, Lanjun Wang

* Accepted by ICCV 2021 (http://iccv2021.thecvf.com/home) | A python notebook of the proposed method can be found in https://marketplace.huaweicloud.com/markets/aihub/notebook/detail/?id=8e92ea6c-2f4a-4cff-a89f-bf2905bb7ac0 

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Robust Counterfactual Explanations on Graph Neural Networks


Jul 16, 2021
Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang


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Perception Improvement for Free: Exploring Imperceptible Black-box Adversarial Attacks on Image Classification


Oct 30, 2020
Yongwei Wang, Mingquan Feng, Rabab Ward, Z. Jane Wang, Lanjun Wang


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Personalized Federated Learning: An Attentive Collaboration Approach


Jul 07, 2020
Yutao Huang, Lingyang Chu, Zirui Zhou, Lanjun Wang, Jiangchuan Liu, Jian Pei, Yong Zhang

* Under review 

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Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution


Jun 17, 2019
Zicun Cong, Lingyang Chu, Lanjun Wang, Xia Hu, Jian Pei


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Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution


Feb 17, 2018
Lingyang Chu, Xia Hu, Juhua Hu, Lanjun Wang, Jian Pei

* Under review of KDD 2018 

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Characterizing Driving Styles with Deep Learning


Oct 08, 2016
Weishan Dong, Jian Li, Renjie Yao, Changsheng Li, Ting Yuan, Lanjun Wang


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