Lu, Chun-Shien

12 publications

WACV 2025 Defending Against Repetitive Backdoor Attacks on Semi-Supervised Learning Through Lens of Rate-Distortion-Perception Trade-Off Cheng-Yi Lee, Ching-Chia Kao, Cheng-Han Yeh, Chun-Shien Lu, Chia-Mu Yu, Chu-Song Chen

CVPR 2025 HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving Farchan Hakim Raswa, Chun-Shien Lu, Jia-Ching Wang

NeurIPS 2025 SGCD: Stain-Guided CycleDiffusion for Unsupervised Domain Adaptation of Histopathology Image Classification Hsi-Ling Chen, Chun-Shien Lu, Pau-Choo Chung

NeurIPS 2025 Safety Depth in Large Language Models: A Markov Chain Perspective Ching-Chia Kao, Chia-Mu Yu, Chun-Shien Lu, Chu-Song Chen

ACML 2025 The Great Contradiction Showdown: How Jailbreak and Stealth Wrestle in Vision-Language Models? Ching-Chia Kao, Chia-Mu Yu, Chun-Shien Lu, Chu-Song Chen

WACV 2024 Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning Farchan Hakim Raswa, Chun-Shien Lu, Jia-Ching Wang

ECCV 2024 Test-Time Stain Adaptation with Diffusion Models for Histopathology Image Classification Cheng-Chang Tsai, Yuan-Chih Chen, Chun-Shien Lu

CVPR 2023 RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images with Diverse Sizes and Imbalanced Categories Yuan-Chih Chen, Chun-Shien Lu

CVPR 2022 DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis Jia-Wei Chen, Chia-Mu Yu, Ching-Chia Kao, Tzai-Wei Pang, Chun-Shien Lu

ECCV 2022 QISTA-ImageNet: A Deep Compressive Image Sensing Framework Solving Lq-Norm Optimization Problem Gang-Xuan Lin, Shih-Wei Hu, Chun-Shien Lu

CVPR 2021 Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics Jia-Wei Chen, Li-Ju Chen, Chia-Mu Yu, Chun-Shien Lu

ICLR 2020 Difference-Seeking Generative Adversarial Network--Unseen Sample Generation Yi Lin Sung, Sung-Hsien Hsieh, Soo-Chang Pei, Chun-Shien Lu