Shi, Yiyu

17 publications

MIDL 2026 LightRefine-PCXR: A Lightweight Refinement Framework for Efficient Medical Device Suppression in Pediatric Chest X-Rays Mingze Jiang, Xueyang Li, John Kheir, Alec Girten, Yiyu Shi

MIDL 2025 PCA-YOLO: A Small Liver Tumor Detection Model with Patch-Contrastive Attention Xueyang Li, Han Xiao, Zongpeng Weng, Xinrong Hu, Danny Chen, Yiyu Shi

AISTATS 2025 The Cost of Local and Global Fairness in Federated Learning Yuying Duan, Gelei Xu, Yiyu Shi, Michael Lemmon

ECCV 2024 Contrastive Learning with Synthetic Positives Dewen Zeng, Xinrong Hu, Yawen Wu, Xiaowei Xu, Yiyu Shi

NeurIPS 2024 WaveAttack: Asymmetric Frequency Obfuscation-Based Backdoor Attacks Against Deep Neural Networks Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Yiyu Shi, Xian Wei, Mingsong Chen

ICCVW 2023 Contrastive Image Synthesis and Self-Supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation Xinrong Hu, Corey Wang, Yiyu Shi

AAAI 2023 Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu

IJCAI 2022 Decentralized Unsupervised Learning of Visual Representations Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu

IJCAI 2021 Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMs Zhenge Jia, Zhepeng Wang, Feng Hong, Lichuan Ping, Yiyu Shi, Jingtong Hu

CVPR 2020 ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition Song Bian, Tianchen Wang, Masayuki Hiromoto, Yiyu Shi, Takashi Sato

CVPRW 2020 Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi

CVPRW 2019 Exploiting Computation Power of Blockchain for Biomedical Image Segmentation Boyang Li, Changhao Chenli, Xiaowei Xu, Taeho Jung, Yiyu Shi

CVPR 2019 Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds Zihao Liu, Xiaowei Xu, Tao Liu, Qi Liu, Yanzhi Wang, Yiyu Shi, Wujie Wen, Meiping Huang, Haiyun Yuan, Jian Zhuang

ICLR 2019 On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi

IJCAI 2019 Real-Time Adversarial Attacks Yuan Gong, Boyang Li, Christian Poellabauer, Yiyu Shi

AAAI 2019 SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection Tianchen Wang, Jinjun Xiong, Xiaowei Xu, Yiyu Shi

CVPR 2018 Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation Xiaowei Xu, Qing Lu, Lin Yang, Sharon Hu, Danny Chen, Yu Hu, Yiyu Shi