Hongyan Gu

According to our database, Hongyan Gu authored at least 18 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge.

Marc Aubreville, Nikolas Stathonikos, Taryn A. Donovan, Robert Klopfleisch, Jonas Ammeling, Jonathan Ganz, Frauke Wilm, Mitko Veta, Samir Jabari, Markus Eckstein, Jonas Annuscheit, Christian Krumnow, Engin Bozaba, Sercan Çayir, Hongyan Gu, Xiang Anthony Chen, Mostafa Jahanifar, Adam Shephard, Satoshi Kondo, Satoshi Kasai, Sujatha Kotte, VG Saipradeep, Maxime W. Lafarge, Viktor H. Koelzer, Ziyue Wang, Yongbing Zhang, Sen Yang, Xiyue Wang, Katharina Breininger, Christof A. Bertram

Medical Image Anal., 2024

Majority voting of doctors improves appropriateness of AI reliance in pathology.

Hongyan Gu, Chunxu Yang, Shino Magaki, Neda Zarrin-Khameh, Nelli S. Lakis, Inma Cobos, Negar Khanlou, Xinhai R. Zhang, Jasmeet Assi, Joshua T. Byers, Ameer Hamza, Karam Han, Anders Meyer, Hilda Mirbaha, Carrie A. Mohila, Todd M. Stevens, Sara L. Stone, Wenzhong Yan, Mohammad Haeri, Xiang 'Anthony' Chen

Int. J. Hum. Comput. Stud., 2024

Federated Learning Vulnerabilities: Privacy Attacks with Denoising Diffusion Probabilistic Models.

Hongyan Gu, Xinyi Zhang, Jiang Li, Hui Wei, Baiqi Li, Xinli Huang

Proceedings of the ACM on Web Conference 2024, 2024

LinkThief: Combining Generalized Structure Knowledge with Node Similarity for Link Stealing Attack against GNN.

Yuxing Zhang, Siyuan Meng, Chunchun Chen, Mengyao Peng, Hongyan Gu, Xinli Huang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

A Human-AI Collaborative System to Support Mitosis Assessment in Pathology.

Chunxu Yang, Mohammad Haeri, Shino Magaki, Neda Zarrin-Khameh, Hongyan Gu, Xiang 'Anthony' Chen

Proceedings of the Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

Supporting Mitosis Detection AI Training with Inter-Observer Eye-Gaze Consistencies.

Hongyan Gu, Zihan Yan, Ayesha Alvi, Brandon Day, Chunxu Yang, Zida Wu, Shino Magaki, Mohammad Haeri, Xiang 'Anthony' Chen

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

Federated Learning on Distributed Graphs Considering Multiple Heterogeneities.

Baiqi Li, Yedi Ma, Yufei Liu, Hongyan Gu, Zhenghan Chen, Xinli Huang

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Improving Workflow Integration with xPath: Design and Evaluation of a Human-AI Diagnosis System in Pathology.

Hongyan Gu, Yuan Liang, Yifan Xu, Christopher Kazu Williams, Shino Magaki, Negar Khanlou, Harry Vinters, Zesheng Chen, Shuo Ni, Chunxu Yang, Wenzhong Yan, Xinhai Robert Zhang, Yang Li, Mohammad Haeri, Xiang 'Anthony' Chen

ACM Trans. Comput. Hum. Interact., April, 2023

Efficient Top-k Matching for Publish/Subscribe Ride Hitching.

Yafei Li, Hongyan Gu, Rui Chen, Jianliang Xu, Shangwei Guo, Junxiao Xue, Mingliang Xu

IEEE Trans. Knowl. Data Eng., April, 2023

SimulE: A novel convolution-based model for knowledge graph embedding.

Chaoyi Yan, Xinli Huang, Hongyan Gu, Siyuan Meng

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Augmenting Pathologists with NaviPath: Design and Evaluation of a Human-AI Collaborative Navigation System.

Hongyan Gu, Chunxu Yang, Mohammad Haeri, Jing Wang, Shirley Tang, Wenzhong Yan, Shujin He, Christopher Kazu Williams, Shino Magaki, Xiang 'Anthony' Chen

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge.

Hongyan Gu, Mohammad Haeri, Shuo Ni, Christopher Kazu Williams, Neda Zarrin-Khameh, Shino Magaki, Xiang 'Anthony' Chen

Proceedings of the Mitosis Domain Generalization and Diabetic Retinopathy Analysis, 2022

2021

Top-$k$k Vehicle Matching in Social Ridesharing: A Price-Aware Approach.

Yafei Li, Ji Wan, Rui Chen, Jianliang Xu, Xiaoyi Fu, Hongyan Gu, Pei Lv, Mingliang Xu

IEEE Trans. Knowl. Data Eng., 2021

Lessons Learned from Designing an AI-Enabled Diagnosis Tool for Pathologists.

Hongyan Gu, Jingbin Huang, Lauren Hung, Xiang 'Anthony' Chen

Proc. ACM Hum. Comput. Interact., 2021

Design and Implementation of Attitude and Heading Reference System with Extended Kalman Filter Based on MEMS Multi-Sensor Fusion.

Hongyan Gu, Cancan Jin, Huayan Yuan, Yalin Chen

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2021

Top-k Publish/Subscribe for Ride Hitching.

Yafei Li, Hongyan Gu, Rui Chen, Jianliang Xu, Mingliang Xu

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

CrossPath: Top-down, Cross Data Type, Multi-Criterion Histological Analysis by Shepherding Mixed AI Models.

Hongyan Gu, Yifan Xu, Mohammad Haeri, Xiang 'Anthony' Chen

CoRR, 2020

2016

Pedestrian Detection Using Deep Channel Features in Monocular Image Sequences.

Zhao Liu, Yang He, Yi Xie, Hongyan Gu, Chao Liu, Mingtao Pei

Proceedings of the Neural Information Processing - 23rd International Conference, 2016