Yu, Yi

42 publications

AAAI 2025 Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot

CVPR 2025 Enduring, Efficient and Robust Trajectory Prediction Attack in Autonomous Driving via Optimization-Driven Multi-Frame Perturbation Framework Yi Yu, Weizhen Han, Libing Wu, Bingyi Liu, Enshu Wang, Zhuangzhuang Zhang

NeurIPS 2025 Fairness-Aware Bayes Optimal Functional Classification Xiaoyu Hu, Gengyu Xue, Zhenhua Lin, Yi Yu

ICML 2025 MTL-UE: Learning to Learn Nothing for Multi-Task Learning Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex Kot

ICML 2025 One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs Yinghui Li, Jiayi Kuang, Haojing Huang, Zhikun Xu, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu

CVPR 2025 Point2RBox-V2: Rethinking Point-Supervised Oriented Object Detection with Spatial Layout Among Instances Yi Yu, Botao Ren, Peiyuan Zhang, Mingxin Liu, Junwei Luo, Shaofeng Zhang, Feipeng Da, Junchi Yan, Xue Yang

ICLR 2025 PointOBB-V2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection Botao Ren, Xue Yang, Yi Yu, Junwei Luo, Zhidong Deng

ICCV 2025 Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking Qiangqiang Wu, Yi Yu, Chenqi Kong, Ziquan Liu, Jia Wan, Haoliang Li, Alex C. Kot, Antoni B. Chan

CVPR 2025 Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems Song Xia, Yi Yu, Wenhan Yang, Meiwen Ding, Zhuo Chen, Ling-Yu Duan, Alex C. Kot, Xudong Jiang

ICML 2025 Transfer Learning for Nonparametric Contextual Dynamic Pricing Fan Wang, Feiyu Jiang, Zifeng Zhao, Yi Yu

ICLR 2024 Mitigating the Curse of Dimensionality for Certified Robustness via Dual Randomized Smoothing Song Xia, Yi Yu, Xudong Jiang, Henghui Ding

CVPR 2024 Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-End Oriented Object Detection with Single Point Supervision Yi Yu, Xue Yang, Qingyun Li, Feipeng Da, Jifeng Dai, Yu Qiao, Junchi Yan

CVPR 2024 PointOBB: Learning Oriented Object Detection via Single Point Supervision Junwei Luo, Xue Yang, Yi Yu, Qingyun Li, Junchi Yan, Yansheng Li

CVPR 2024 Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI Chong Wang, Lanqing Guo, Yufei Wang, Hao Cheng, Yi Yu, Bihan Wen

ICML 2024 Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex Kot

AAAI 2024 Scalable Motion Style Transfer with Constrained Diffusion Generation Wenjie Yin, Yi Yu, Hang Yin, Danica Kragic, Mårten Björkman

ECCV 2024 Towards Physical World Backdoor Attacks Against Skeleton Action Recognition Qichen Zheng, Yi Yu, Siyuan Yang, Jun Liu, Kwok-Yan Lam, Alex Kot

NeurIPS 2024 Transferable Adversarial Attacks on SAM and Its Downstream Models Song Xia, Wenhan Yang, Yi Yu, Xun Lin, Henghui Ding, Lingyu Duan, Xudong Jiang

CVPR 2023 Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger Yi Yu, Yufei Wang, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot

NeurIPS 2023 Change Point Detection and Inference in Multivariate Non-Parametric Models Under Mixing Conditions Carlos Misael Madrid Padilla, Haotian Xu, Daren Wang, Oscar Hernan Madrid Padilla, Yi Yu

ICCV 2023 ExposureDiffusion: Learning to Expose for Low-Light Image Enhancement Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen

NeurIPS 2023 H2RBox-V2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection Yi Yu, Xue Yang, Qingyun Li, Yue Zhou, Feipeng Da, Junchi Yan

CVPRW 2023 MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and Results Qingpeng Zhu, Wenxiu Sun, Yuekun Dai, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Qianhui Sun, Chen Change Loy, Jinwei Gu, Yi Yu, Yangke Huang, Kang Zhang, Meiya Chen, Yu Wang, Yongchao Li, Hao Jiang, Amrit Kumar Muduli, Vikash Kumar, Kunal Swami, Pankaj Kumar Bajpai, Yunchao Ma, Jiajun Xiao, Zhi Ling

CVPR 2023 Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection Yi Yu, Feipeng Da

CVPR 2023 Raw Image Reconstruction with Learned Compact Metadata Yufei Wang, Yi Yu, Wenhan Yang, Lanqing Guo, Lap-Pui Chau, Alex C. Kot, Bihan Wen

AISTATS 2022 Denoising and Change Point Localisation in Piecewise-Constant High-Dimensional Regression Coefficients Fan Wang, Oscar Madrid, Yi Yu, Alessandro Rinaldo

AISTATS 2022 Optimal Partition Recovery in General Graphs Yi Yu, Oscar Madrid, Alessandro Rinaldo

JMLR 2022 Change Point Localization in Dependent Dynamic Nonparametric Random Dot Product Graphs Oscar Hernan Madrid Padilla, Yi Yu, Carey E. Priebe

NeurIPS 2022 Change-Point Detection for Sparse and Dense Functional Data in General Dimensions Carlos Misael Madrid Padilla, Daren Wang, Zifeng Zhao, Yi Yu

AAAI 2022 Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution Guangwei Gao, Wenjie Li, Juncheng Li, Fei Wu, Huimin Lu, Yi Yu

JMLR 2022 Functional Linear Regression with Mixed Predictors Daren Wang, Zifeng Zhao, Yi Yu, Rebecca Willett

IJCAI 2022 Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer Guangwei Gao, Zhengxue Wang, Juncheng Li, Wenjie Li, Yi Yu, Tieyong Zeng

CVPRW 2022 NTIRE 2022 Image Inpainting Challenge: Report Andrés Romero, Angela Castillo, Jose Abril-Nova, Radu Timofte, Ritwik Das, Sanchit Hira, Zhihong Pan, Min Zhang, Baopu Li, Dongliang He, Tianwei Lin, Fu Li, Chengyue Wu, Xianming Liu, Xinying Wang, Yi Yu, Jie Yang, Rengang Li, Yaqian Zhao, Zhenhua Guo, Baoyu Fan, Xiaochuan Li, Runze Zhang, Zeyu Lu, Junqin Huang, Gang Wu, Junjun Jiang, Jiayin Cai, Changlin Li, Xin Tao, Yu-Wing Tai, Xiaoqiang Zhou, Huaibo Huang

NeurIPS 2022 Network Change Point Localisation Under Local Differential Privacy Mengchu Li, Tom Berrett, Yi Yu

CVPR 2022 Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond Yi Yu, Wenhan Yang, Yap-Peng Tan, Alex C. Kot

AISTATS 2021 Localizing Changes in High-Dimensional Regression Models Alessandro Rinaldo, Daren Wang, Qin Wen, Rebecca Willett, Yi Yu

NeurIPS 2021 Adversarially Robust Change Point Detection Mengchu Li, Yi Yu

NeurIPS 2021 Lattice Partition Recovery with Dyadic CART Oscar Hernan Madrid Padilla, Yi Yu, Alessandro Rinaldo

NeurIPS 2021 Locally Private Online Change Point Detection Tom Berrett, Yi Yu

IJCAI 2018 Deep CNN Denoiser and Multi-Layer Neighbor Component Embedding for Face Hallucination Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma

AAAI 2018 Video-Based Person Re-Identification via Self Paced Weighting Wenjun Huang, Chao Liang, Yi Yu, Zheng Wang, Weijian Ruan, Ruimin Hu

IJCAI 2016 Scale-Adaptive Low-Resolution Person Re-Identification via Learning a Discriminating Surface Zheng Wang, Ruimin Hu, Yi Yu, Junjun Jiang, Chao Liang, Jinqiao Wang