Discourse Parsing with Attention-based Hierarchical Neural Networks
Qi Li, Tianshi Li, and Baobao Chang. "Discourse Parsing with Attention-based Hierarchical Neural Networks." EMNLP. 2016.
CV
Education
- B.S. in Physics, Peking University, 2014
- M.S. in Computer Software and Theory, Peking University, 2017
- Ph.D in Computer Science, McGill University, 2022
Work experience
Postdoctoral researcher at School of Information Studies, McGill University from 2022.09 to 2024.11.
Skills
- Python
- Pytorch
- Java
Publications
Malware classification and composition analysis: A survey of recent developments
Abusitta, Adel, Miles Q. Li, and Benjamin CM Fung. "Malware classification and composition analysis: A survey of recent developments." Journal of Information Security and Applications 59 (2021): 102828.
DyAdvDefender: An instance-based online machine learning model for perturbation-trial-based black-box adversarial defense
Li, Miles Q., Benjamin CM Fung, and Philippe Charland. "DyAdvDefender: An instance-based online machine learning model for perturbation-trial-based black-box adversarial defense." Information Sciences (2022).
On the Effectiveness of Interpretable Feedforward Neural Network
Li, M. Q., Fung, B. C. M., & Abusitta, A. On the Effectiveness of Interpretable Feedforward Neural Network. In Proceedings of the International Conference on Joint Conference on Neural Networks (IJCNN), pages 1-8, Padova, Italy: IEEE, July 2022.
I-MAD: Interpretable malware detector using Galaxy Transformer
Li, Miles Q., Benjamin CM Fung, Philippe Charland, and Steven HH Ding. "I-MAD: Interpretable malware detector using Galaxy Transformer." Computers & Security 108 (2021): 102371.
Survey on Explainable AI: Techniques, challenges and open issues
Abusitta, Adel, Miles Q. Li, and Benjamin CM Fung. "Survey on Explainable AI: Techniques, challenges and open issues." Expert Systems with Applications (2024): 124710.
Talks
Teaching
Service
Reviewer for the journal of IEEE Access
Reviewer for the journal of Elsevier Sustainable Cities and Society (SCS)
Reviewer for the journal of Elsevier Computers \& Security
Reviewer for the The Journal of Supercomputing
Member/Reviewer of Program Committee for the 28th Conference on Artificial Intelligence and Statistics (AISTATS 2025)
Member/Reviewer of Program Committee for the International Joint Conference on Neural Networks (IJCNN 2024)
Member/Reviewer of Program Committee for the International Joint Conference on Neural Networks (IJCNN 2023)
Member/Reviewer of Program Committee for the 26th Conference on Artificial Intelligence and Statistics (AISTATS 2023)
Member/Reviewer of Program Committee for the 25th Conference on Artificial Intelligence and Statistics (AISTATS 2022)
Secondary reviewer for IEEE International Conference on Data Mining 2021 (ICDM 2021)
Secondary reviewer for The 29th ACM International Conference on Information and Knowledge Management (CIKM 2020)
Secondary reviewer for The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-20)
Secondary reviewer for IEEE International Conference on Data Mining 2019 (ICDM 2019)
Review Assistant of the Conference the International Joint Conference on Artificial Intelligence 2019 (IJCAI 2019)
Member/Reviewer of Program Committee for the Conference on Empirical Methods in Natural Language Processing (EMNLP 2018)
Member/Reviewer of Program Committee for the SIGNLL Conference on Computational Natural Language Learning (CoNLL 2017)
Member/Reviewer of Program Committee for the Conference on Empirical Methods in Natural Language Processing (EMNLP 2017)
Secondary reviewer for The 27th ACM International Conference on Information and Knowledge Management (CIKM 2018)
Secondary reviewer for IEEE International Conference on Data Mining 2018 (ICDM 2018)
Secondary reviewer for The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18)
Secondary reviewer for SIAM International Conference on Data Mining (SDM-18)
Secondary reviewer for The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017)
Secondary reviewer for China Conference on Knowledge Graph and Semantic Computing (CCKS 2017)
Secondary reviewer for International Conference on Computer Processing of Oriental Languages (ICCPOL 2016)
Leadership
- 2012.9-2013.7： President of Open-source Software Association, Peking University