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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: 

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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 ( | A python notebook of the proposed method can be found in 

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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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