Taoyu Su/苏涛宇

I am currently working toward the PhD degree in the Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China.

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News

[2025-05] One co-author paper accepted to ICML 2025 (CCF-A).

[2025-04] One first-author paper accepted to SIGIR 2025 (CCF-A), thanks to all co-authors!

[2024-07] One first-author paper accepted to ACM MM 2024 (CCF-A), thanks to all co-authors!

[2024-07] One first-author paper accepted to ECAI 2024 (CCF-B), thanks to all co-authors!

Research Highlights

Interested in the Multi-modal Entity Alignment, Knowledge Representation and Reasoning, Social Network Analysis.

Publications
clean-usnob Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective

Taoyu Su, Jiawei Sheng, Duohe Ma, Xiaodong Li, Juwei Yue, Mengxiao Song, Yingkai Tang, Tingwen Liu

SIGIR (CCF-A), 2025
arXiv / code

Leverage both visual and graph modalities to enhance MMEA while suppressing the direct causal effect of the visual modality on model predictions.

clean-usnob IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment

Taoyu Su, Jiawei Sheng, Shicheng Wang, Xinghua Zhang, Hongbo Xu, Tingwen Liu

ACM MM (CCF-A), 2024
arXiv / code

Emphasize the alignment-relevant information and suppress the alignment-irrelevant information in generating entity representations.

clean-usnob LoginMEA: Local-to-Global Interaction Network for Multi-modal Entity Alignment

Taoyu Su , Xinghua Zhang, Jiawei Sheng, Zhenyu Zhang, Tingwen Liu

ECAI (CCF-B), 2024
arXiv / code

Fuse local multi-modal interactions to generate holistic entity semantics and then refine them with global relational interactions of entity neighbors.

Services
  • Program Committee / Reviewer: ACMMM 2025, ECAI 2025, IJCNN 2025
  • Secondary Reviewer: TKDE, WWW 2024-2025, KDD 2024-2025, ACMMM 2024, NIPS 2024
Self-evaluation
  • Outstanding physical and psychological qualities
  • One of the 50 members of the 600,000 candidates in Anhui Province who were qualified for the final selection of the China Air Force in 2013