William Shiao

According to our database, William Shiao authored at least 15 papers between 2021 and 2024.

Collaborative distances:

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

2024

Correction: FRAPPE: fast rank approximation with explainable features for tensors.

William Shiao, Evangelos E. Papalexakis

Data Min. Knowl. Discov., November, 2024

FRAPPE: fast rank approximation with explainable features for tensors.

William Shiao, Evangelos E. Papalexakis

Data Min. Knowl. Discov., November, 2024

Synthetic data for learning-based knowledge discovery.

William Shiao, Evangelos E. Papalexakis

SIGKDD Explor., June, 2024

TenGAN: adversarially generating multiplex tensor graphs.

William Shiao, Benjamin A. Miller, Kevin Chan, Paul L. Yu, Tina Eliassi-Rad, Evangelos E. Papalexakis

Data Min. Knowl. Discov., January, 2024

How Does Message Passing Improve Collaborative Filtering?

Mingxuan Ju, William Shiao, Zhichun Guo, Yanfang Ye, Yozen Liu, Neil Shah, Tong Zhao

CoRR, 2024

Improving Out-of-Vocabulary Handling in Recommendation Systems.

William Shiao, Mingxuan Ju, Zhichun Guo, Xin Chen, Evangelos E. Papalexakis, Tong Zhao, Neil Shah, Yozen Liu

CoRR, 2024

Node Duplication Improves Cold-start Link Prediction.

Zhichun Guo, Tong Zhao, Yozen Liu, Kaiwen Dong, William Shiao, Neil Shah, Nitesh V. Chawla

CoRR, 2024

GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method.

Zubair Qazi, William Shiao, Evangelos E. Papalexakis

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Compact Interpretable Tensor Graph Multi-Modal News Embeddings.

Dawon Ahn, William Shiao, Arindam Khaled, Andrew Bauer, Stefanos Poulis, Evangelos E. Papalexakis

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2023

CARL-G: Clustering-Accelerated Representation Learning on Graphs.

William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Linkless Link Prediction via Relational Distillation.

Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao

Proceedings of the International Conference on Machine Learning, 2023

Link Prediction with Non-Contrastive Learning.

William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

SV-Learn: Learning Matrix Singular Values with Neural Networks.

Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021

KI²TE: Knowledge-Infused InterpreTable Embeddings for COVID-19 Misinformation Detection.

William Shiao, Evangelos E. Papalexakis

Proceedings of the 1st International Workshop on Knowledge Graphs for Online Discourse Αnalysis (KnOD 2021) co-located with the 30th The Web Conference (WWW 2021), 2021

Adversarially Generating Rank-Constrained Graphs.

William Shiao, Evangelos E. Papalexakis

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021