Information Gain Propagation: a new way to Graph Active Learning with
Soft Labels

Information Gain Propagation: a new way to Graph Active Learning with Soft Labels

2 March 2022

Ping-Chia Huang

Papers citing "Information Gain Propagation: a new way to Graph Active Learning with Soft Labels"

12 / 12 papers shown

Title
ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks Zhan Cheng B. S. Tianming Sha Yuan Gao Shibo Li Yushun Dong 47 0 0 20 Mar 2025
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation Pengyun Wang Yadi Cao Chris Russell Yanxin Shen Junyu Luo Ming Zhang Siyu Heng Xiao Luo 40 1 0 13 Sep 2024
Robust Offline Active Learning on Graphs Yuanchen Wu Yubai Yuan OffRL 23 0 0 15 Aug 2024
Reciprocal Learning Julian Rodemann Christoph Jansen G. Schollmeyer FedML 34 0 0 12 Aug 2024
Uncertainty for Active Learning on Graphs Dominik Fuchsgruber Tom Wollschlager Bertrand Charpentier Antonio Oroz Stephan Günnemann 43 10 0 02 May 2024
Uncertainty in Graph Neural Networks: A Survey Fangxin Wang Yuqing Liu Kay Liu Yibo Wang Sourav Medya Philip S. Yu AI4CE 48 8 0 11 Mar 2024
Active Learning for Graphs with Noisy Structures Hongliang Chi Cong Qi Suhang Wang Yao Ma 30 3 0 04 Feb 2024
Pose-based Tremor Type and Level Analysis for Parkinson's Disease from Video Haozheng Zhang Edmond S. L. Ho Xiatian Zhang S. D. Din Hubert P. H. Shum OOD 27 1 0 21 Dec 2023
Data-centric Graph Learning: A Survey Jixi Liu Deyu Bo Cheng Yang Haoran Dai Qi Zhang Yixin Xiao Yufei Peng Chuan Shi GNN 27 19 0 08 Oct 2023
Towards Data-centric Graph Machine Learning: Review and Outlook Xin Zheng Yixin Liu Zhifeng Bao Meng Fang Xia Hu Alan Wee-Chung Liew Shirui Pan GNN AI4CE 26 19 0 20 Sep 2023
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs Yinchuan Li Zhigang Li Wenqian Li Yunfeng Shao Yan Zheng Jianye Hao 32 3 0 24 Apr 2023
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 267 1,945 0 09 Jun 2018