| 2026 | AAAI | FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification. | Cheng-Chang Tsai, Kai-Wen Cheng, Chun-Shien Lu |
| 2025 | CVPR | HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving. | Farchan Hakim Raswa, Chun-Shien Lu, Jia-Ching Wang |
| 2025 | ECAI | BadVim: Unveiling Backdoor Threats in Visual State Space Model. | Cheng-Yi Lee, Yu-Hsuan Chiang, Zhong-You Wu, Chia-Mu Yu, Chun-Shien Lu |
| 2025 | ESORICS | Diffusion or Non-diffusion Adversarial Defenses: Rethinking the Relation Between Classifier and Adversarial Purifier. | Yuan-Chih Chen, Chun-Shien Lu |
| 2025 | ICISSP | Defense Against Backdoor Attacks on Image Retrieval Models Through Strategic Manipulations. | Hung-Lei Lee, Chun-Shien Lu, Jia-Ching Wang |
| 2025 | WACV | 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 |
| 2024 | ECCV | Test-Time Stain Adaptation with Diffusion Models for Histopathology Image Classification. | Cheng-Chang Tsai, Yuan-Chih Chen, Chun-Shien Lu |
| 2024 | HealthCom | Knowledge Sharing via Mimicking Attention Guided-Discriminative Features in Whole Slide Image Classification. | Farchan Hakim Raswa, Chun-Shien Lu, Jia-Ching Wang |
| 2024 | ICASSP | Defending against Clean-Image Backdoor Attack in Multi-Label Classification. | Cheng-Yi Lee, Cheng-Chang Tsai, Ching-Chia Kao, Chun-Shien Lu, Chia-Mu Yu |
| 2024 | ICISSP | Robust Image Deepfake Detection with Perceptual Hashing. | Chun-Shien Lu, Chao-Hsuan Lin |
| 2024 | WACV | Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning. | Farchan Hakim Raswa, Chun-Shien Lu, Jia-Ching Wang |
| 2024 | VCIP | Image Forensics Strikes Back: Defense Against Adversarial Patch. | Ching-Chia Kao, Chun-Shien Lu, Chia-Mu Yu |
| 2023 | CVPR | RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images with Diverse Sizes and Imbalanced Categories. | Yuan-Chih Chen, Chun-Shien Lu |
| 2022 | CVPR | 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 |
| 2022 | ECCV | QISTA-ImageNet: A Deep Compressive Image Sensing Framework Solving ℓ | Gang-Xuan Lin, Shih-Wei Hu, Chun-Shien Lu |
| 2021 | CVPR | Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation With Manipulable Semantics. | Jia-Wei Chen, Li-Ju Chen, Chia-Mu Yu, Chun-Shien Lu |
| 2021 | Interspeech | QISTA-Net-Audio: Audio Super-Resolution via Non-Convex ℓ_q-Norm Minimization. | Gang-Xuan Lin, Shih-Wei Hu, Yen-Ju Lu, Yu Tsao, Chun-Shien Lu |
| 2020 | COLING | Automated Graph Generation at Sentence Level for Reading Comprehension Based on Conceptual Graphs. | Wan-Hsuan Lin, Chun-Shien Lu |
| 2020 | ICLR | Difference-Seeking Generative Adversarial Network-Unseen Sample Generation. | Yi Lin Sung, Sung-Hsien Hsieh, Soo-Chang Pei, Chun-Shien Lu |
| 2016 | ICASSP | Performance analysis of joint-sparse recovery from multiple measurement vectors with prior information via convex optimization. | Shih-Wei Hu, Gang-Xuan Lin, Sung-Hsien Hsieh, Wei-Jie Liang, Chun-Shien Lu |
| 2016 | ICIP | Fast binary embedding via circulant downsampled matrix. | Sung-Hsien Hsieh, Chun-Shien Lu, Soo-Chang Pei |
| 2015 | ICASSP | Phase transition of joint-sparse recovery from multiple measurements via convex optimization. | Shih-Wei Hu, Gang-Xuan Lin, Sung-Hsien Hsieh, Chun-Shien Lu |
| 2014 | GLOBECOM | A practical subspace multiple measurement vectors algorithm for cooperative spectrum sensing. | Tsung-Hsun Chien, Wei-Jie Liang, Chun-Shien Lu |
| 2013 | ICASSP | Sparse Fast Fourier Transform by downsampling. | Sung-Hsien Hsieh, Chun-Shien Lu, Soo-Chang Pei |
| 2012 | ACSSC | Session MP8a2: Signal processing and adaptive systems i. | Chun-Shien Lu |
| 2012 | ACSSC | Fast compressed image sensing based on sampling matrix design. | Chun-Shien Lu, Hung-Wei Chen, Sung-Hsien Hsieh |
| 2012 | GLOBECOM | Privacy- and integrity-preserving range query in wireless sensor networks. | Yao-Tung Tsou, Chun-Shien Lu, Sy-Yen Kuo |
| 2012 | ICIP | Content authentication of halftone video via flickering as sparse signal. | Chao-Yung Hsu, Chun-Shien Lu, Soo-Chang Pei |
| 2012 | PERCOM | CSI: Compressed sensing-based clone identification in sensor networks. | Chia-Mu Yu, Chun-Shien Lu, Sy-Yen Kuo |
| 2011 | ICIP | Secure transcoding for compressive multimedia sensing. | Li-Wei Kang, Chih-Yang Lin, Hung-Wei Chen, Chia-Mu Yu, Chun-Shien Lu, Chao-Yung Hsu, Soo-Chang Pei |
| 2010 | ICIP | Secure and robust sift with resistance to chosen-plaintext attack. | Chao-Yung Hsu, Chun-Shien Lu, Soo-Chang Pei |
| 2010 | PCS | Dictionary learning-based distributed compressive video sensing. | Hung-Wei Chen, Li-Wei Kang, Chun-Shien Lu |
| 2010 | VCIP | Dynamic measurement rate allocation for distributed compressive video sensing. | Hung-Wei Chen, Li-Wei Kang, Chun-Shien Lu |
| 2009 | ICASSP | Distributed compressive video sensing. | Li-Wei Kang, Chun-Shien Lu |
| 2009 | ICIP | Secure image hashing via minimum distortion estimation. | Chao-Yung Hsu, Chun-Shien Lu, Soo-Chang Pei |
| 2009 | ICIP | Compressive sensing-based image hashing. | Li-Wei Kang, Chun-Shien Lu, Chao-Yung Hsu |
| 2009 | MOBIHOC | A DoS-resilient en-route filtering scheme for sensor networks. | Chia-Mu Yu, Chun-Shien Lu, Sy-Yen Kuo |
| 2009 | PCS | Power-rate-distortion model for low-complexity video coding. | Li-Wei Kang, Chun-Shien Lu |
| 2009 | VTC | Efficient and Distributed Detection of Node Replication Attacks in Mobile Sensor Networks. | Chia-Mu Yu, Chun-Shien Lu, Sy-Yen Kuo |
| 2009 | WCNC | A constrained function based message authentication scheme for sensor networks. | Chia-Mu Yu, Chun-Shien Lu, Sy-Yen Kuo |
| 2009 | SECON | A Simple Non-Interactive Pairwise Key Establishment Scheme in Sensor Networks. | Chia-Mu Yu, Chun-Shien Lu, Sy-Yen Kuo |
| 2008 | ICIP | Compression of halftone video for electronic paper. | Chao-Yong Hsu, Chun-Shien Lu, Soo-Chang Pei |
| 2008 | MOBIHOC | A constrained random perturbation vector-based pairwise key establishment scheme for wireless sensor networks. | Chia-Mu Yu, Ting-Yun Chi, Chun-Shien Lu, Sy-Yen Kuo |
| 2008 | SECON | Mobile Sensor Network Resilient Against Node Replication Attacks. | Chia-Mu Yu, Chun-Shien Lu, Sy-Yen Kuo |
| 2007 | ICIP | Multi-View Distributed Video Coding with Low-Complexity Inter-Sensor Communication Over Wireless Video Sensor Networks. | Li-Wei Kang, Chun-Shien Lu |
| 2006 | ICASSP | Informed Authentication Watermarking Via Stego Data Reconstruction. | Chao-Yong Hsu, Chun-Shien Lu |
| 2006 | ICIP | Wyner-Ziv Video Coding with Coding Mode-Aided Motion Compensation. | Li-Wei Kang, Chun-Shien Lu |
| 2006 | IWDW | Joint Screening Halftoning and Visual Cryptography for Image Protection. | Chao-Yong Hsu, Chun-Shien Lu, Soo-Chang Pei |
| 2006 | MMSP | Low-Complexity Wyner-Ziv Video Coding Based on Robust Media Hashing. | Li-Wei Kang, Chun-Shien Lu |
| 2006 | WCNC | Available bandwidth estimation via one-way delay jitter and queuing delay propagation model. | Yu-Chen Huang, Chun-Shien Lu, Hsiao-Kuang Wu |
| 2005 | ISCAS | Near-perfect cover image recovery anti-multiple watermark embedding approaches. | Chao-Yong Hsu, Chun-Shien Lu |
| 2004 | GLOBECOM | Reliable available bandwidth estimation based on distinguishing queuing regions and resolving false estimations [video transmission]. | Yu-Chen Huang, Chun-Shien Lu, Hsiao-Kuang Wu |
| 2004 | ISCAS | On the security of structural information extraction/embedding for images. | Chun-Shien Lu |
| 2004 | MMSP | A significant motion vector protection-based error-resilient scheme in H.264. | Jan-Ru Chen, Chun-Shien Lu, Kuo-Chin Fan |
| 2003 | IWDW | Authentication of 3-D Polygonal Meshes. | Hsueh-Yi Sean Lin, Hong-Yuan Mark Liao, Chun-Shien Lu, Ja-Chen Lin |
| 2003 | IWDW | Content-Dependent Anti-disclosure Image Watermark. | Chun-Shien Lu, Chao-Yong Hsu |
| 2002 | ICPR | Block DCT-Based Robust Watermarking Using Side Information Extracted by Mean Filtering. | Chun-Shien Lu |
| 2002 | ICPR | Real-Time MPEG2 Video Watermarking in the VLC Domain. | Chun-Shien Lu, Jan-Ru Chen, Hong-Yuan Mark Liao, Kuo-Chin Fan |
| 2001 | ICIP | Video object-based watermarking: a rotation and flipping resilient scheme. | Chun-Shien Lu, Hong-Yuan Mark Liao |
| 2001 | ICIP | A message-based cocktail watermarking system. | Gwo-Jong Yu, Chun-Shien Lu, Hong-Yuan Mark Liao |
| 2001 | MMSP | A new watermarking scheme resistant to denoising and copy attacks. | Chun-Shien Lu, Hong-Yuan Mark Liao, Martin Kutter |
| 2000 | ICIP | Oblivious Cocktail Watermarking by Sparse Code Shrinkage: A Regional- and Global-Based Scheme. | Chun-Shien Lu, Hong-Yuan Mark Liao |
| 2000 | ICIP | Dyadic Wavelet-Based Nonlinear Conduction Equation: Theory and Applications. | Chwen-Jye Sze, Hong-Yuan Mark Liao, Shih-Kun Huang, Chun-Shien Lu |
| 2000 | ICIP | Mean Quantization Blind Watermarking for Image Authentication. | Gwo-Jong Yu, Chun-Shien Lu, Hong-Yuan Mark Liao, Jang-Ping Sheu |
| 2000 | ICPR | Multipurpose Audio Watermarking. | Chun-Shien Lu, Hong-Yuan Mark Liao, Liang-Hua Chen |
| 1998 | ICPR | Wold features for unsupervised texture segmentation. | Chun-Shien Lu, Pau-Choo Chung |
| 1997 | ICIP | Segmentation of 3-D Textured Images Using Continuous Wavelet Transform. | Chun-Shien Lu, Wen-Liang Hwang, Pau-Choo Chung |
| 1996 | ICIP | Shape from texture based on the ridge of continuous wavelet transform. | Chun-Shien Lu, Wen-Liang Hwang, Hong-Yuan Mark Liao, Pau-Choo Chung |