Yi Yu

61 papers A* 14Misc 1Journal 43Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge.
AAAI
Hui Lu, Yi Yu, Song Xia, Yiming Yang, Deepu Rajan, Boon Poh Ng, Alex C. Kot, Xudong Jiang
2026 J jnl
Make Anything Match Your Target: Universal Adversarial Perturbations against Closed-Source MLLMs via Multi-Crop Routed Meta Optimization.
CoRR
Hui Lu, Yi Yu, Yiming Yang, Chenyu Yi, Xueyi Ke, Qixin Zhang, Bingquan Shen, Alex C. Kot, Xudong Jiang
2026 J jnl
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection.
IEEE Trans. Dependable Secur. Comput.
Chenqi Kong, Anwei Luo, Peijun Bao, Yi Yu, Haoliang Li, Zengwei Zheng, Shiqi Wang, Alex C. Kot
2026 J jnl
Multinoulli Extension: A Lossless Continuous Relaxation for Partition-Constrained Subset Selection.
CoRR
Qixin Zhang, Wei Huang, Yan Sun, Yao Shu, Yi Yu, Dacheng Tao
2026 J jnl
SAKED: Mitigating Hallucination in Large Vision-Language Models via Stability-Aware Knowledge Enhanced Decoding.
CoRR
Zhaoxu Li, Chenqi Kong, Peijun Bao, Song Xia, Yi Tu, Yi Yu, Xinghao Jiang, Xudong Jiang
2026 A* conf
SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision.
AAAI
Zhaoxu Li, Chenqi Kong, Yi Yu, Qiangqiang Wu, Xinghao Jiang, Ngai-Man Cheung, Bihan Wen, Alex C. Kot, Xudong Jiang
2026 J jnl
Spectral Defense Against Resource-Targeting Attack in 3D Gaussian Splatting.
CoRR
Yang Chen, Yi Yu, Jiaming He, Yueqi Duan, Zheng Zhu, Yap-Peng Tan
2026 J jnl
StegaFFD: Privacy-Preserving Face Forgery Detection via Fine-Grained Steganographic Domain Lifting.
CoRR
Guoqing Ma, Xun Lin, Hui Ma, Ajian Liu, Yizhong Liu, Wenzhong Tang, Shan Yu, Chenqi Kong, Yi Yu
2026 J jnl
StegaFFD: Privacy-preserving Face Forgery Detection via Fine-grained Steganographic Domain Lifting.
Mach. Intell. Res.
Guoqing Ma, Xun Lin, Hui Ma, Ajian Liu, Yizhong Liu, Wenzhong Tang, Shan Yu, Chenqi Kong, Yi Yu
2026 J jnl
Time Is All It Takes: Spike-Retiming Attacks on Event-Driven Spiking Neural Networks.
CoRR
Yi Yu, Qixin Zhang, Shuhan Ye, Xun Lin, Qianshan Wei, Kun Wang, Wenhan Yang, Dacheng Tao, Xudong Jiang
2025 A* conf
Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger.
AAAI
Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge.
CoRR
Hui Lu, Yi Yu, Song Xia, Yiming Yang, Deepu Rajan, Boon Poh Ng, Alex C. Kot, Xudong Jiang
2025 J jnl
Learning Representation and Synergy Invariances: A Povable Framework for Generalized Multimodal Face Anti-Spoofing.
CoRR
Xun Lin, Shuai Wang, Yi Yu, Zitong Yu, Jiale Zhou, Yizhong Liu, Xiaochun Cao, Alex C. Kot, Yefeng Zheng
2025 J jnl
Learning from Dense Events: Towards Fast Spiking Neural Networks Training via Event Dataset Distillation.
CoRR
Shuhan Ye, Yi Yu, Qixin Zhang, Chenqi Kong, Qiangqiang Wu, Kun Wang, Xudong Jiang
2025 A* conf
MTL-UE: Learning to Learn Nothing for Multi-Task Learning.
ICML
Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
MTL-UE: Learning to Learn Nothing for Multi-Task Learning.
CoRR
Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
MambaTAD: When State-Space Models Meet Long-Range Temporal Action Detection.
CoRR
Hui Lu, Yi Yu, Shijian Lu, Deepu Rajan, Boon Poh Ng, Alex C. Kot, Xudong Jiang
2025 J jnl
Open-set Anomaly Segmentation in Complex Scenarios.
CoRR
Song Xia, Yi Yu, Henghui Ding, Wenhan Yang, Shifei Liu, Alex C. Kot, Xudong Jiang
2025 J jnl
Reliable and Balanced Transfer Learning for Generalized Multimodal Face Anti-Spoofing.
IEEE Trans. Pattern Anal. Mach. Intell.
Xun Lin, Ajian Liu, Zitong Yu, Rizhao Cai, Shuai Wang, Yi Yu, Jun Wan, Zhen Lei, Xiaochun Cao, Alex C. Kot
2025 J jnl
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior.
IEEE Trans. Pattern Anal. Mach. Intell.
Yi Yu, Yufei Wang, Wenhan Yang, Lanqing Guo, Shijian Lu, Ling-Yu Duan, Yap-Peng Tan, Alex C. Kot
2025 J jnl
SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision.
CoRR
Zhaoxu Li, Chenqi Kong, Yi Yu, Qiangqiang Wu, Xinghao Jiang, Ngai-Man Cheung, Bihan Wen, Alex ChiChung Kot, Xudong Jiang
2025 J jnl
Screen Hijack: Visual Poisoning of VLM Agents in Mobile Environments.
CoRR
Xuan Wang, Siyuan Liang, Zhe Liu, Yi Yu, Yuliang Lu, Xiaochun Cao, Ee-Chien Chang, Xitong Gao
2025 J jnl
Sparse by Rule: Probability-Based N:M Pruning for Spiking Neural Networks.
CoRR
Shuhan Ye, Yi Yu, Qixin Zhang, Chenqi Kong, Qiangqiang Wu, Xudong Jiang, Dacheng Tao
2025 J jnl
Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking.
CoRR
Qiangqiang Wu, Yi Yu, Chenqi Kong, Ziquan Liu, Jia Wan, Haoliang Li, Alex C. Kot, Antoni B. Chan
2025 A* conf
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems.
CVPR
Song Xia, Yi Yu, Wenhan Yang, Meiwen Ding, Zhuo Chen, Ling-Yu Duan, Alex C. Kot, Xudong Jiang
2025 J jnl
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems.
CoRR
Song Xia, Yi Yu, Wenhan Yang, Meiwen Ding, Zhuo Chen, Lingyu Duan, Alex C. Kot, Xudong Jiang
2025 J jnl
Toward Model Resistant to Transferable Adversarial Examples via Trigger Activation.
IEEE Trans. Inf. Forensics Secur.
Yi Yu, Song Xia, Xun Lin, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
Towards Model Resistant to Transferable Adversarial Examples via Trigger Activation.
CoRR
Yi Yu, Song Xia, Xun Lin, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2025 J jnl
When Robots Obey the Patch: Universal Transferable Patch Attacks on Vision-Language-Action Models.
CoRR
Hui Lu, Yi Yu, Yiming Yang, Chenyu Yi, Qixin Zhang, Bingquan Shen, Alex C. Kot, Xudong Jiang
2024 J jnl
Backdoor Attacks against No-Reference Image Quality Assessment Models via A Scalable Trigger.
CoRR
Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2024 Misc conf
Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-Adaptive Attacks.
ICASSP
Chong Wang, Yi Yu, Lanqing Guo, Bihan Wen
2024 J jnl
Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-adaptive Attacks.
CoRR
Chong Wang, Yi Yu, Lanqing Guo, Bihan Wen
2024 J jnl
Beyond Learned Metadata-Based Raw Image Reconstruction.
Int. J. Comput. Vis.
Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen
2024 A* conf
HideMIA: Hidden Wavelet Mining for Privacy-Enhancing Medical Image Analysis.
ACM Multimedia
Xun Lin, Yi Yu, Zitong Yu, Ruohan Meng, Jiale Zhou, Ajian Liu, Yizhong Liu, Shuai Wang, Wenzhong Tang, Zhen Lei, Alex C. Kot
2024 A* conf
Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing.
ICLR
Song Xia, Yi Yu, Xudong Jiang, Henghui Ding
2024 J jnl
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection.
CoRR
Chenqi Kong, Anwei Luo, Song Xia, Yi Yu, Haoliang Li, Alex C. Kot
2024 A* conf
Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI.
CVPR
Chong Wang, Lanqing Guo, Yufei Wang, Hao Cheng, Yi Yu, Bihan Wen
2024 J jnl
Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI.
CoRR
Chong Wang, Lanqing Guo, Yufei Wang, Hao Cheng, Yi Yu, Bihan Wen
2024 A* conf
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders.
ICML
Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2024 J jnl
Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders.
CoRR
Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2024 J jnl
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior.
CoRR
Yi Yu, Yufei Wang, Wenhan Yang, Lanqing Guo, Shijian Lu, Ling-Yu Duan, Yap-Peng Tan, Alex C. Kot
2024 J jnl
Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations.
CoRR
Xun Lin, Yi Yu, Song Xia, Jue Jiang, Haoran Wang, Zitong Yu, Yizhong Liu, Ying Fu, Shuai Wang, Wenzhong Tang, Alex C. Kot
2024 J jnl
Semantic Deep Hiding for Robust Unlearnable Examples.
CoRR
Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot
2024 J jnl
Semantic Deep Hiding for Robust Unlearnable Examples.
IEEE Trans. Inf. Forensics Secur.
Ruohan Meng, Chenyu Yi, Yi Yu, Siyuan Yang, Bingquan Shen, Alex C. Kot
2024 J jnl
Single-Image Shadow Removal Using Deep Learning: A Comprehensive Survey.
CoRR
Lanqing Guo, Chong Wang, Yufei Wang, Yi Yu, Siyu Huang, Wenhan Yang, Alex C. Kot, Bihan Wen
2024 — conf
Towards Physical World Backdoor Attacks Against Skeleton Action Recognition.
ECCV (48)
Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex ChiChung Kot
2024 J jnl
Towards Physical World Backdoor Attacks against Skeleton Action Recognition.
CoRR
Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex C. Kot
2024 A* conf
Transferable Adversarial Attacks on SAM and Its Downstream Models.
NeurIPS
Song Xia, Wenhan Yang, Yi Yu, Xun Lin, Henghui Ding, Lingyu Duan, Xudong Jiang
2024 J jnl
Transferable Adversarial Attacks on SAM and Its Downstream Models.
CoRR
Song Xia, Wenhan Yang, Yi Yu, Xun Lin, Henghui Ding, Lingyu Duan, Xudong Jiang
2024 — conf
Unlearnable Examples Detection via Iterative Filtering.
ICANN (10)
Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex C. Kot
2024 J jnl
Unlearnable Examples Detection via Iterative Filtering.
CoRR
Yi Yu, Qichen Zheng, Siyuan Yang, Wenhan Yang, Jun Liu, Shijian Lu, Yap-Peng Tan, Kwok-Yan Lam, Alex ChiChung Kot
2023 A* conf
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger.
CVPR
Yi Yu, Yufei Wang, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2023 J jnl
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger.
CoRR
Yi Yu, Yufei Wang, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot
2023 J jnl
Beyond Learned Metadata-based Raw Image Reconstruction.
CoRR
Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen
2023 A* conf
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement.
ICCV
Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen
2023 J jnl
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement.
CoRR
Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen
2023 A* conf
Raw Image Reconstruction with Learned Compact Metadata.
CVPR
Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen
2023 J jnl
Raw Image Reconstruction with Learned Compact Metadata.
CoRR
Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen
2022 A* conf
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond.
CVPR
Yi Yu, Wenhan Yang, Yap-Peng Tan, Alex C. Kot
2022 J jnl
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond.
CoRR
Yi Yu, Wenhan Yang, Yap-Peng Tan, Alex C. Kot
2018 — conf
Classification of Pancreatic Cystic Neoplasms Based on Multimodality Images.
MLMI@MICCAI
Weixiang Chen, Hongchen Ji, Jianjiang Feng, Rong Liu, Yi Yu, Ruiquan Zhou, Jie Zhou