Kay Liu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Outlier Detection

Anomaly Detection

Conformal Prediction

Manifold Ranking

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Fangxin Wang, Yuqing Liu, Kay Liu, Yibo Wang, Sourav Medya, Philip S. Yu
Uncertainty in Graph Neural Networks: A Survey. CoRR (2024)
Qian Ma, Hongliang Chi, Hengrui Zhang, Kay Liu, Zhiwei Zhang, Lu Cheng, Suhang Wang, Philip S. Yu, Yao Ma
Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks. CoRR (2024)
Wenjing Chang, Kay Liu, Kaize Ding, Philip S. Yu, Jianjun Yu
Multitask Active Learning for Graph Anomaly Detection. CoRR (2024)
Chen Wang, Fangxin Wang, Ruocheng Guo, Yueqing Liang, Kay Liu, Philip S. Yu
Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction. CoRR (2024)
Wenjing Chang, Kay Liu, Philip S. Yu, Jianjun Yu
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement. CoRR (2024)
Xiang Huang, Hao Peng, Dongcheng Zou, Zhiwei Liu, Jianxin Li, Kay Liu, Jia Wu, Jianlin Su, Philip S. Yu
CoSENT: Consistent Sentence Embedding via Similarity Ranking. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Fangxin Wang, Lu Cheng, Ruocheng Guo, Kay Liu, Philip S. Yu
Equal Opportunity of Coverage in Fair Regression. CoRR (2023)
Fangxin Wang, Lu Cheng, Ruocheng Guo, Kay Liu, Philip S. Yu
Equal Opportunity of Coverage in Fair Regression. NeurIPS (2023)
Kay Liu, Hengrui Zhang, Ziqing Hu, Fangxin Wang, Philip S. Yu
Data Augmentation for Supervised Graph Outlier Detection with Latent Diffusion Models. CoRR (2023)
Kay Liu, Yingtong Dou, Yue Zhao, Xueying Ding, Xiyang Hu, Ruitong Zhang, Kaize Ding, Canyu Chen, Hao Peng, Kai Shu, Lichao Sun, Jundong Li, George H. Chen, Zhihao Jia, Philip S. Yu
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs. NeurIPS (2022)
Kay Liu, Yingtong Dou, Yue Zhao, Xueying Ding, Xiyang Hu, Ruitong Zhang, Kaize Ding, Canyu Chen, Hao Peng, Kai Shu, Lichao Sun, Jundong Li, George H. Chen, Zhihao Jia, Philip S. Yu
Benchmarking Node Outlier Detection on Graphs. CoRR (2022)
Kay Liu, Yingtong Dou, Yue Zhao, Xueying Ding, Xiyang Hu, Ruitong Zhang, Kaize Ding, Canyu Chen, Hao Peng, Kai Shu, George H. Chen, Zhihao Jia, Philip S. Yu
PyGOD: A Python Library for Graph Outlier Detection. CoRR (2022)