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2020 – today
- 2024
[j4]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): 1-21 (2024)- [j3]William Shiao, Evangelos E. Papalexakis:
FRAPPE: fast rank approximation with explainable features for tensors. Data Min. Knowl. Discov. 38(6): 4217-4232 (2024) - [j2]William Shiao, Evangelos E. Papalexakis:
Correction: FRAPPE: fast rank approximation with explainable features for tensors. Data Min. Knowl. Discov. 38(6): 4238-4239 (2024) - [j1]William Shiao, Evangelos E. Papalexakis:
Synthetic data for learning-based knowledge discovery. SIGKDD Explor. 26(1): 19-23 (2024) - [c8]Zubair Qazi, William Shiao, Evangelos E. Papalexakis:
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. WWW (Companion Volume) 2024: 842-846 - [c7]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: 847-850 - [i8]Zhichun Guo, Tong Zhao, Yozen Liu, Kaiwen Dong, William Shiao, Neil Shah, Nitesh V. Chawla:
Node Duplication Improves Cold-start Link Prediction. CoRR abs/2402.09711 (2024) - [i7]Zubair Qazi, William Shiao, Evangelos E. Papalexakis:
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. CoRR abs/2403.07321 (2024) - [i6]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 abs/2403.18280 (2024) - [i5]Mingxuan Ju, William Shiao, Zhichun Guo, Yanfang Ye, Yozen Liu, Neil Shah, Tong Zhao:
How Does Message Passing Improve Collaborative Filtering? CoRR abs/2404.08660 (2024) - 2023
- [c6]William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah:
Link Prediction with Non-Contrastive Learning. ICLR 2023 - [c5]Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao:
Linkless Link Prediction via Relational Distillation. ICML 2023: 12012-12033 - [c4]William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis:
CARL-G: Clustering-Accelerated Representation Learning on Graphs. KDD 2023: 2036-2048 - [i4]William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis:
CARL-G: Clustering-Accelerated Representation Learning on Graphs. CoRR abs/2306.06936 (2023) - 2022
- [c3]Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis:
SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) 2022: 232-237 - [i3]William Shiao, Evangelos E. Papalexakis:
FRAPPE: F̲ast R̲a̲nk A̲p̲p̲roximation with E̲xplainable Features for Tensors. CoRR abs/2206.09316 (2022) - [i2]Zhichun Guo, William Shiao, Shichang Zhang, Yozen Liu, Nitesh V. Chawla, Neil Shah, Tong Zhao:
Linkless Link Prediction via Relational Distillation. CoRR abs/2210.05801 (2022) - [i1]William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah:
Link Prediction with Non-Contrastive Learning. CoRR abs/2211.14394 (2022) - 2021
- [c2]William Shiao, Evangelos E. Papalexakis:
Adversarially Generating Rank-Constrained Graphs. DSAA 2021: 1-8 - [c1]William Shiao, Evangelos E. Papalexakis:
KI2TE: Knowledge-Infused InterpreTable Embeddings for COVID-19 Misinformation Detection. KnOD@WWW 2021
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