CL
Christopher Leckie
cs.LGcs.AIcs.CVstat.MLcs.CLcs.SIcs.CRcs.DCcs.IRcs.NI
On Valency
published · living versionsW_mje47hj7·v1 · currentpublished
Out-of-Distribution Detection in Continual Learning
with Nimeshika Udayangani, Flora D. Salim, Sarah Erfani
1 version
Preprints & journals
91 papers in the corpus · 2008–2026AnomalyJev: Towards Evaluating Image Anomaly Explanations via Claim-Level Verification2610.27565v1 · Qizhou Wang, Jiawen Zhu, Guansong Pang et al.2026 · 0 citationsarXiv
Out-of-Distribution Detection in Continual Learning2610.25901v1 · Nimeshika Udayangani, Flora D. Salim, Christopher Leckie et al.2026 · 0 citationsarXivon Valency
LLMs Learn to Evade Latent Monitors from Prior Feedback Alone2609.36490v1 · Hugo Lyons Keenan, Christopher Leckie, Sarah Erfani2026 · 0 citationsarXiv
VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation2609.35028v1 · Hanxun Huang, Yutao Wu, Qizhou Wang et al.2026 · 0 citationsarXiv
Towards Detecting AI-Assisted Responses in Online Surveys2609.17317v1 · Qizhou Wang, Bogdan Mamaev, Christopher Leckie2026 · 0 citationsarXiv
VisER: Visual Evidence and Reliance for Object Hallucination Detection in LVLMs2608.30480v1 · Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie et al.2026 · 0 citationsarXiv
Leveraging Speech Acts for Low-Data and Cross-Domain Conversation Derailment Forecasting2608.25359v2 · Angela Yifei Yuan, Christine De Kock, Christopher Leckie2026 · 0 citationsarXiv
GeoDetect: Geometric Adversarial Detection for VLPs2607.14737v1 · Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie et al.2026 · 0 citationsarXiv
Semantic Robustness Certification for Vision-Language Models2606.18839v1 · Peiyu Yang, Paul Montague, Feng Liu et al.2026 · 0 citationsarXiv
Density-Aware Translation of Spurious Correlations in Zero-Shot VLMs2606.01710v1 · Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie et al.2026 · 0 citationsarXiv
TRACER: Persistent Regularization for Robust Multimodal Finetuning2605.29380v1 · Hesam Asadollahzadeh, Feng Liu, Christopher Leckie et al.2026 · 0 citationsarXiv
AudioMosaic: Contrastive Masked Audio Representation Learning2605.14231v1 · Hanxun Huang, Qizhou Wang, Xingjun Ma et al.2026 · 0 citationsarXiv
Fortifying Time Series: DTW-Certified Robust Anomaly Detection2605.07690v1 · Shijie Liu, Tansu Alpcan, Christopher Leckie et al.2026 · 0 citations39th Conference on Neural Information Processing Systems (NeurIPS 2025)
Instruments and Artefacts: Mapping the Adoption of Large Language Models in Social Sciencesxe87h_v1 · Bogdan Mamaev, Qizhou Wang, Matteo Vergani et al.2026 · 0 citationsSocArXiv
Mechanistic Anomaly Detection via Functional Attribution2604.18970v2 · Hugo Lyons Keenan, Christopher Leckie, Sarah Erfani2026 · 0 citationsarXiv
RouterWise: Joint Resource Allocation and Routing for Latency-Aware Multi-Model LLM Serving2604.10907v2 · Hossein Hosseini Kasnavieh, Gholamreza Haffari, Christopher Leckie et al.2026 · 0 citationsarXiv
SurFITR: A Dataset for Surveillance Image Forgery Detection and Localisation2604.07101v1 · Qizhou Wang, Guansong Pang, Christopher Leckie2026 · 0 citationsarXiv
Toward Universal and Transferable Jailbreak Attacks on Vision-Language Models2602.01025v1 · Kaiyuan Cui, Yige Li, Yutao Wu et al.2026 · 0 citationsarXiv
HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection2602.01032v1 · Zhili Nicholas Liang, Soyeon Caren Han, Qizhou Wang et al.2026 · 0 citationsarXiv
IntroLM: Introspective Language Models via Prefilling-Time Self-Evaluation2601.03511v2 · Hossein Hosseini Kasnavieh, Gholamreza Haffari, Chris Leckie et al.2026 · 0 citationsarXiv
CoLSE: A Lightweight and Robust Hybrid Learned Model for Single-Table Cardinality Estimation using Joint CDF2512.12624v1 · Lankadinee Rathuwadu, Guanli Liu, Christopher Leckie et al.2025 · 0 citationsarXiv
SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation2511.18816v1 · Nimeshika Udayangani, Sarah Erfani, Christopher Leckie2025 · 1 citationIn Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025), pages 2905-2914, 2025
Exploiting Inter-Sample Information for Long-tailed Out-of-Distribution Detection2511.16015v1 · Nimeshika Udayangani, Hadi M. Dolatabadi, Sarah Erfani et al.2025 · 3 citationsIn 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (pp. 8546-8555). IEEE
Intention-aware Hierarchical Diffusion Model for Long-term Trajectory Anomaly Detection2509.17068v1 · Chen Wang, Sarah Erfani, Tansu Alpcan et al.2025 · 0 citationsarXiv
AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds2509.04345v2 · Qizhou Wang, Hanxun Huang, Guansong Pang et al.2025 · 1 citationarXiv
EMMM, Explain Me My Model! Explainable Machine Generated Text Detection in Dialogues2508.18715v1 · Angela Yifei Yuan, Haoyi Li, Soyeon Caren Han et al.2025 · 0 citationsarXiv
SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection2503.15044v2 · Haoyi Li, Angela Yifei Yuan, Soyeon Caren Han et al.2025 · 0 citationsarXiv
Geometry-Guided Adversarial Prompt Detection via Curvature and Local Intrinsic Dimension2503.03502v2 · Canaan Yung, Hanxun Huang, Christopher Leckie et al.2025 · 0 citationsarXiv
HALO: Robust Out-of-Distribution Detection via Joint Optimisation2502.19755v1 · Hugo Lyons Keenan, Sarah Erfani, Christopher Leckie2025 · 2 citationsarXiv
GreedyPixel: Fine-Grained Black-Box Adversarial Attack Via Greedy Algorithm2501.14230v4 · Hanrui Wang, Ching-Chun Chang, Chun-Shien Lu et al.2025 · 3 citationsIEEE Transactions on Information Forensics and Security, vol. 20, 2025. 12080-12095
Hypnopaedia-Aware Machine Unlearning via Psychometrics of Artificial Mental Imagery2410.05284v2 · Ching-Chun Chang, Kai Gao, Shuying Xu et al.2024 · 0 citationsin IEEE Access, vol. 13, pp. 103880-103897, 2025
Long-term Fairness in Ride-Hailing Platform2407.17839v1 · Yufan Kang, Jeffrey Chan, Wei Shao et al.2024 · 3 citationsarXiv
Using Causality to Infer Coordinated Attacks in Social Media2407.11690v1 · Isura Manchanayaka, Zainab Razia Zaidi, Shanika Karunasekera et al.2024 · 2 citationsarXiv
Identifying Coordinated Activities on Online Social Networks Using Contrast Pattern Mining2407.11697v1 · Isura Manchanayaka, Zainab Zaidi, Shanika Karunasekera et al.2024 · 3 citationsarXiv
Round Trip Translation Defence against Large Language Model Jailbreaking Attacks2402.13517v2 · Canaan Yung, Hadi Mohaghegh Dolatabadi, Sarah Erfani et al.2024 · 2 citationsarXiv
Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning2402.11237v2 · Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie2024 · 0 citationsarXiv
An Efficient Wireless Channel Estimation Model for Environment Sensing2402.07385v2 · Zainab Zaidi, Tansu Alpcan, Christopher Leckie et al.2024 · 1 citationarXiv
OIL-AD: An Anomaly Detection Framework for Sequential Decision Sequences2402.04567v1 · Chen Wang, Sarah Erfani, Tansu Alpcan et al.2024 · 1 citationarXiv
Open-Set Graph Anomaly Detection via Normal Structure Regularisation2311.06835v5 · Qizhou Wang, Guansong Pang, Mahsa Salehi et al.2023 · 1 citationarXiv
Towards quantum enhanced adversarial robustness in machine learning2306.12688v1 · Maxwell T. West, Shu-Lok Tsang, Jia S. Low et al.2023 · 79 citationsNature Machine Intelligence 5, 581-589, 2023
Unsupervised Domain-agnostic Fake News Detection using Multi-modal Weak Signals2305.11349v1 · Amila Silva, Ling Luo, Shanika Karunasekera et al.2023 · 14 citationsarXiv
Failure-tolerant Distributed Learning for Anomaly Detection in Wireless Networks2303.13015v1 · Marc Katzef, Andrew C. Cullen, Tansu Alpcan et al.2023 · 1 citationarXiv
The Devil's Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models2303.08500v2 · Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie2023 · 11 citationsarXiv
Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment2212.01096v1 · Qizhou Wang, Guansong Pang, Mahsa Salehi et al.2022 · 36 citationsarXiv
Benchmarking Adversarially Robust Quantum Machine Learning at Scale2211.12681v1 · Maxwell T. West, Sarah M. Erfani, Christopher Leckie et al.2022 · 64 citationsPhysical Review Research 5, 023186, (2023)
COLLIDER: A Robust Training Framework for Backdoor Data2210.06704v1 · Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie2022 · 4 citationsarXiv
Adversarial Coreset Selection for Efficient Robust Training2209.05785v2 · Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie2022 · 7 citationsarXiv
An Online Unsupervised Dynamic Window Method to Track Repeating Patterns From Sensor Data.33175686 · Kowsar, Yousef, Moshtaghi, Masud, Velloso, Eduardo et al.2022 · 8 citationsIEEE transactions on cybernetics. 2022;52(6):5148-5160
-Robustness and Beyond: Unleashing Efficient Adversarial Training2112.00378v2 · Hadi M. Dolatabadi, Sarah Erfani, Christopher Leckie2021 · 7 citationsarXiv
Local Intrinsic Dimensionality Signals Adversarial Perturbations2109.11803v1 · Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani et al.2021 · 2 citationsarXiv
Career total: 456 works. 91 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.