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Oscar Chew

Training-Free Industrial Defect Generation with Diffusion Models
2025 · Ruyi Xu, Yen-Tzu Chiu, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 12
Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis
2024 · Oscar Chew, Hsuan-Tien Lin, et al. · Findings of the Association for Computational Linguistics: EACL · 7
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Defending Text-to-image Diffusion Models: Surprising Efficacy of Textual Perturbations Against Backdoor Attacks
2024 · Chew, Oscar, Lu, Po-Yi, et al. · arXiv (Cornell University) · 5
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The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering
2025 · Yi-Jie Cheng, Oscar Chew, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 2
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PEPPER: Perception-Guided Perturbation for Robust Backdoor Defense in Text-to-Image Diffusion Models
2026 · Oscar Chew, Po-Yi Lu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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Are We Really Measuring Forgetting? Pitfalls in Evaluating Machine Unlearning for Multimodal LLMs
2026 · Chew, Oscar, Lu, Po-Yi, et al. · arXiv (Cornell University)
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Look Before You Zoom: Adaptive Routing for the Resolution-Context Trade-off in Visual RAG
2026 · Tran, Oanh N., Le, Thanh Quoc Hung, et al. · arXiv (Cornell University)
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Pop-Up Distractions Reveal Bag-of-Events Behavior in Video Large Language Models
2026 · Chew, Oscar, Honcharenko, Serhii, et al. · arXiv (Cornell University)
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Is CLIP Cross-Eyed? Revealing and Mitigating Center Bias in the CLIP Family
2026 · Chew, Oscar, Huang, Hsiao-Ying, et al. · arXiv (Cornell University)
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Works count: 11
Citation count: 27
H-index: 3
I10-index: 1
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