William Shiao

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Singular Values

Link Prediction

Top Venues

WWW (Companion Volume)

Publications

Dawon Ahn, William Shiao, Arindam Khaled, Andrew Bauer, Stefanos Poulis, Evangelos E. Papalexakis
Compact Interpretable Tensor Graph Multi-Modal News Embeddings. WWW (Companion Volume) (2024)
William Shiao, Evangelos E. Papalexakis
Synthetic data for learning-based knowledge discovery. SIGKDD Explor. 26 (1) (2024)
Zubair Qazi, William Shiao, Evangelos E. Papalexakis
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. CoRR (2024)
William Shiao, Benjamin A. Miller, Kevin Chan, Paul L. Yu, Tina Eliassi-Rad, Evangelos E. Papalexakis
TenGAN: adversarially generating multiplex tensor graphs. Data Min. Knowl. Discov. 38 (1) (2024)
Zubair Qazi, William Shiao, Evangelos E. Papalexakis
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. WWW (Companion Volume) (2024)
William Shiao, Mingxuan Ju, Zhichun Guo, Xin Chen, Evangelos E. Papalexakis, Tong Zhao, Neil Shah, Yozen Liu
Improving Out-of-Vocabulary Handling in Recommendation Systems. CoRR (2024)
Mingxuan Ju, William Shiao, Zhichun Guo, Yanfang Ye, Yozen Liu, Neil Shah, Tong Zhao
How Does Message Passing Improve Collaborative Filtering? CoRR (2024)
Zhichun Guo, Tong Zhao, Yozen Liu, Kaiwen Dong, William Shiao, Neil Shah, Nitesh V. Chawla
Node Duplication Improves Cold-start Link Prediction. CoRR (2024)
William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis
CARL-G: Clustering-Accelerated Representation Learning on Graphs. CoRR (2023)
William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis
CARL-G: Clustering-Accelerated Representation Learning on Graphs. KDD (2023)
William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah
Link Prediction with Non-Contrastive Learning. ICLR (2023)
Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao
Linkless Link Prediction via Relational Distillation. ICML (2023)
Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis
SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) (2022)
William Shiao, Evangelos E. Papalexakis
FRAPPE: F̲ast R̲a̲nk A̲p̲p̲roximation with E̲xplainable Features for Tensors. CoRR (2022)
Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao
Linkless Link Prediction via Relational Distillation. CoRR (2022)
William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah
Link Prediction with Non-Contrastive Learning. CoRR (2022)
William Shiao, Evangelos E. Papalexakis
Adversarially Generating Rank-Constrained Graphs. DSAA (2021)
William Shiao, Evangelos E. Papalexakis
TE: Knowledge-Infused InterpreTable Embeddings for COVID-19 Misinformation Detection. KnOD@WWW (2021)