William Shiao

25 papers A* 4B 1Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Case Study of Low Ranked Self-Expressive Structures in Neural Network Representations.
CPAL
Uday Singh Saini, William Shiao, Yahya Sattar, Yogesh Dahiya, Samet Oymak, Evangelos E. Papalexakis
2025 — conf
Improving Out-of-Vocabulary Hashing in Recommendation Systems.
WWW (Companion Volume)
William Shiao, Mingxuan Ju, Zhichun Guo, Xin Chen, Evangelos E. Papalexakis, Tong Zhao, Neil Shah, Yozen Liu
2025 J jnl
Node Duplication Improves Cold-start Link Prediction.
Trans. Mach. Learn. Res.
Zhichun Guo, Tong Zhao, Yozen Liu, Kaiwen Dong, William Shiao, Mingxuan Ju, Neil Shah, Nitesh V. Chawla
2025 J jnl
SEESAW: Do Graph Neural Networks Improve Node Representation Learning for All?
J. Data-centric Mach. Learn. Res.
Yushun Dong, William Shiao, Yozen Liu, Jundong Li, Neil Shah, Tong Zhao
2024 — conf
Compact Interpretable Tensor Graph Multi-Modal News Embeddings.
WWW (Companion Volume)
Dawon Ahn, William Shiao, Arindam Khaled, Andrew Bauer, Stefanos Poulis, Evangelos E. Papalexakis
2024 J jnl
Correction: FRAPPE: fast rank approximation with explainable features for tensors.
Data Min. Knowl. Discov.
William Shiao, Evangelos E. Papalexakis
2024 J jnl
FRAPPE: fast rank approximation with explainable features for tensors.
Data Min. Knowl. Discov.
William Shiao, Evangelos E. Papalexakis
2024 — conf
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method.
WWW (Companion Volume)
Zubair Qazi, William Shiao, Evangelos E. Papalexakis
2024 J jnl
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method.
CoRR
Zubair Qazi, William Shiao, Evangelos E. Papalexakis
2024 A* conf
How Does Message Passing Improve Collaborative Filtering?
NeurIPS
Mingxuan Ju, William Shiao, Zhichun Guo, Yanfang Ye, Yozen Liu, Neil Shah, Tong Zhao
2024 J jnl
How Does Message Passing Improve Collaborative Filtering?
CoRR
Mingxuan Ju, William Shiao, Zhichun Guo, Yanfang Ye, Yozen Liu, Neil Shah, Tong Zhao
2024 J jnl
Improving Out-of-Vocabulary Handling in Recommendation Systems.
CoRR
William Shiao, Mingxuan Ju, Zhichun Guo, Xin Chen, Evangelos E. Papalexakis, Tong Zhao, Neil Shah, Yozen Liu
2024 J jnl
Node Duplication Improves Cold-start Link Prediction.
CoRR
Zhichun Guo, Tong Zhao, Yozen Liu, Kaiwen Dong, William Shiao, Neil Shah, Nitesh V. Chawla
2024 J jnl
Synthetic data for learning-based knowledge discovery.
SIGKDD Explor.
William Shiao, Evangelos E. Papalexakis
2024 J jnl
TenGAN: adversarially generating multiplex tensor graphs.
Data Min. Knowl. Discov.
William Shiao, Benjamin A. Miller, Kevin Chan, Paul L. Yu, Tina Eliassi-Rad, Evangelos E. Papalexakis
2023 A* conf
CARL-G: Clustering-Accelerated Representation Learning on Graphs.
KDD
William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis
2023 J jnl
CARL-G: Clustering-Accelerated Representation Learning on Graphs.
CoRR
William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis
2023 A* conf
Link Prediction with Non-Contrastive Learning.
ICLR
William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah
2023 A* conf
Linkless Link Prediction via Relational Distillation.
ICML
Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao
2022 J jnl
FRAPPE: F̲ast R̲a̲nk A̲p̲p̲roximation with E̲xplainable Features for Tensors.
CoRR
William Shiao, Evangelos E. Papalexakis
2022 J jnl
Link Prediction with Non-Contrastive Learning.
CoRR
William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah
2022 J jnl
Linkless Link Prediction via Relational Distillation.
CoRR
Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao
2022 — conf
SV-Learn: Learning Matrix Singular Values with Neural Networks.
ICDM (Workshops)
Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis
2021 B conf
Adversarially Generating Rank-Constrained Graphs.
DSAA
William Shiao, Evangelos E. Papalexakis
2021 — conf
KI
KnOD@WWW
William Shiao, Evangelos E. Papalexakis