Hongfu Liu

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 9

Top Topics

Consensus Clustering

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

ACM Trans. Math. Softw.

Publications

Ziao Yang, Han Yue, Jian Chen, Hongfu Liu
On the Inflation of KNN-Shapley Value. CoRR (2024)
Han Yue, Pengyu Hong, Hongfu Liu
Graph-Graph Similarity Network. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Wenxiao Xiao, Hongfu Liu
Salutary Labeling with Zero Human Annotation. CoRR (2024)
Anshuman Chhabra, Bo Li, Jian Chen, Prasant Mohapatra, Hongfu Liu
Outlier Gradient Analysis: Efficiently Improving Deep Learning Model Performance via Hessian-Free Influence Functions. CoRR (2024)
Ziao Yang, Han Yue, Jian Chen, Hongfu Liu
Revisit, Extend, and Enhance Hessian-Free Influence Functions. CoRR (2024)
Anshuman Chhabra, Peizhao Li, Prasant Mohapatra, Hongfu Liu
"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection. ICLR (2024)
Peizhao Li, Zhengming Ding, Hongfu Liu
Mining Label Distribution Drift in Unsupervised Domain Adaptation. AI (1) (2023)
Hao Lin, Hongfu Liu, Junjie Wu, Hong Li, Stephan Günnemann
-Means-based Consensus Clustering. ACM Trans. Math. Softw. 49 (4) (2023)
Chunhui Zhang, Hongfu Liu, Jundong Li, Yanfang Ye, Chuxu Zhang
Mind the Gap: Mitigating the Distribution Gap in Graph Few-shot Learning. Trans. Mach. Learn. Res. 2023 (2023)