Penny Chong

13 papers B 1Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Talk, Evaluate, Diagnose: User-aware Agent Evaluation with Automated Error Analysis.
CoRR
Penny Chong, Harshavardhan Abichandani, Jiyuan Shen, Atin Ghosh, Min Pyae Moe, Yifan Mai, Daniel Dahlmeier
2024 — conf
Efficiently Distilling LLMs for Edge Applications.
NAACL (Industry Track)
Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee
2024 J jnl
Efficiently Distilling LLMs for Edge Applications.
CoRR
Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee
2023 — conf
Multimodal Deep Learning with Boosted Trees for Edge Inference.
ICDM (Workshops)
Penny Chong, Laura Wynter, Bharathi Chaudhury
2022 J jnl
Toward Scalable and Unified Example-Based Explanation and Outlier Detection.
IEEE Trans. Image Process.
Penny Chong, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
2021 J jnl
Towards A Conceptually Simple Defensive Approach for Few-shot classifiers Against Adversarial Support Samples.
CoRR
Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Ngai-Man Cheung, Yuval Elovici, Alexander Binder
2020 J jnl
Deja vu from the SVM Era: Example-based Explanations with Outlier Detection.
CoRR
Penny Chong, Yuval Elovici, Alexander Binder
2020 J jnl
Detection of Adversarial Supports in Few-shot Classifiers Using Feature Preserving Autoencoders and Self-Similarity.
CoRR
Yi Xiang Marcus Tan, Penny Chong, Jiamei Sun, Yuval Elovici, Alexander Binder
2020 B conf
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification.
IJCNN
Penny Chong, Lukas Ruff, Marius Kloft, Alexander Binder
2020 J jnl
Simple and Effective Prevention of Mode Collapse in Deep One-Class Classification.
CoRR
Penny Chong, Lukas Ruff, Marius Kloft, Alexander Binder
2020 J jnl
User Authentication Based on Mouse Dynamics Using Deep Neural Networks: A Comprehensive Study.
IEEE Trans. Inf. Forensics Secur.
Penny Chong, Yuval Elovici, Alexander Binder
2018 — conf
Mouse Authentication Without the Temporal Aspect - What Does a 2D-CNN Learn?
IEEE Symposium on Security and Privacy Workshops
Penny Chong, Yi Xiang Marcus Tan, Juan Guarnizo, Yuval Elovici, Alexander Binder
2017 — conf
ImageCLEF 2017: ImageCLEF Tuberculosis Task - the SGEast Submission.
CLEF (Working Notes)
Jiamei Sun, Penny Chong, Yi Xiang Marcus Tan, Alexander Binder