Lingyang Chu

Assistant Professor, Computing and Software, McMaster University

Joined

July 2019

Names

Lingyang Chu (Preferred)

Emails

****@mcmaster.ca (Confirmed)

****@huawei.com (Confirmed)

****@hotmail.com (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Computing and Software, McMaster University (mcmaster.ca)

2021 – 2026

Advisors, Relations & Conflicts

Postdoc Advisor

Jian Pei

2015 – 2018

PhD Advisor

Qingming Huang

2009 – 2015

Expertise

Graph analysis

Present

data mining

Present

federated learning

2019 – 2023

AI interpretability

2018 – 2023

Graph neural networks

2017 – 2023

Image retrieval

2009 – 2023

Publications

Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices
Qiying Pan, Yifei Zhu, Lingyang Chu
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Finding Representative Interpretations on Convolutional Neural Networks
Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy, Jian Pei, Yong Zhang, Lanjun Wang
- 18 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Flexible Order Aware Sequential Recommendation
Mingda Qian, Xiaoyan Gu, Lingyang Chu, Feifei Dai, Haihui Fan, Bo Li
- 2022 (modified: 14 Nov 2022)
- ICMR 2022
- Readers: Everyone
Cosine Model Watermarking against Ensemble Distillation
Laurent Charette, Lingyang Chu, Yizhou Chen, Jian Pei, Lanjun Wang, Yong Zhang
- 2022 (modified: 14 Nov 2022)
- AAAI 2022
- Readers: Everyone
Cosine Model Watermarking Against Ensemble Distillation
Laurent Charette, Lingyang Chu, Yizhou Chen, Jian Pei, Lanjun Wang, Yong Zhang
- 2022 (modified: 14 Nov 2022)
- CoRR 2022
- Readers: Everyone
Mining Minority-Class Examples with Uncertainty Estimates
Gursimran Singh, Lingyang Chu, Lanjun Wang, Jian Pei, Qi Tian, Yong Zhang
- 2022 (modified: 14 Nov 2022)
- MMM (1) 2022
- Readers: Everyone
Revealing Unfair Models by Mining Interpretable Evidence
Mohit Bajaj, Lingyang Chu, Vittorio Romaniello, Gursimran Singh, Jian Pei, Zirui Zhou, Lanjun Wang, Yong Zhang
- 2022 (modified: 14 Nov 2022)
- CoRR 2022
- Readers: Everyone
Robust Counterfactual Explanations on Graph Neural Networks
Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Robust Counterfactual Explanations on Graph Neural Networks
Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Robust Counterfactual Explanations on Graph Neural Networks
Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang
- 2021 (modified: 14 Nov 2022)
- CoRR 2021
- Readers: Everyone

View all 52 publications

Co-Authors

View all 59 co-authors