Caribbean sea
Caribbean sea from Cuba
Posts by Collection
portfolio
Aurora
Aurora from Iceland
Iceland
An image of Iceland landscape
Iceland plane?
Sorta famous site in Iceland
Sunset
Sunset shot from a parking lot near home
Milky Way
Milky way taken from a national park
Cloud Burning
Cloud burning taken at Saguenay
Park Mauricie
Fall in Mauricie
publications
Discourse Parsing with Attention-based Hierarchical Neural Networks
Published in EMNLP 2016, 2016
This paper is about our discourse parsing model
Recommended citation: Qi Li, Tianshi Li, and Baobao Chang. "Discourse Parsing with Attention-based Hierarchical Neural Networks." EMNLP. 2016. https://aclanthology.org/D16-1035.pdf
Malware classification and composition analysis: A survey of recent developments
Published in Journal of Information Security and Applications, 2022
This paper is about our survey paper on malware detection
Recommended citation: 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. https://www.sciencedirect.com/science/article/pii/S2214212621000648
DyAdvDefender: An instance-based online machine learning model for perturbation-trial-based black-box adversarial defense
Published in Journal of Information Sciences, 2022
This paper is about our novel black-box adversarial defense method
Recommended citation: 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). https://www.sciencedirect.com/science/article/pii/S0020025522003747?casa_token=p5N50hWOf0oAAAAA:OoG3up9I8-W8kW1zutzK3zuzOZL1kpWspm_7h0YJZC_aowNcFvN97aUNwcWJvMX61QngMi4aNjy4
On the Effectiveness of Interpretable Feedforward Neural Network
Published in IJCNN 2022, 2022
This paper is about our novel interpretable feedforward neural network
Recommended citation: 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. https://arxiv.org/pdf/2111.02303.pdf
I-MAD: Interpretable malware detector using Galaxy Transformer
Published in Journal of Computers & Security, 2022
This paper is about our novel malware detection model
Recommended citation: 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. https://www.sciencedirect.com/science/article/pii/S0167404821001954
Survey on Explainable AI: Techniques, challenges and open issues
Published in Journal of Expert Systems with Applications, 2024
This paper is about our survey paper on explainable AI
Recommended citation: Abusitta, Adel, Miles Q. Li, and Benjamin CM Fung. "Survey on Explainable AI: Techniques, challenges and open issues." Expert Systems with Applications (2024): 124710. https://www.sciencedirect.com/science/article/pii/S095741742401577X
talks
teaching
Teaching assistant of Java Program Design
Undergraduate course, Peking University , School of EE&CS, 2024
Teaching assistant of the course on the online platforms for Java programming
Teaching assistant of Computational Linguistics
Graduate course, Peking University , School of EE&CS, 2024
Teaching assistant of the graduate course Computational Linguistics
Teaching assistant of Foundations of Computer Application
Undergraduate course, Peking University , School of EE&CS, 2024
Teaching assistant of the undergraduate course Foundations of Computer Application