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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
About Me
About me
Posts
portfolio
Application of HSIC for Non-linear Dependency Analysis (Independent Research)
Published:
In this independent research, I applied the Hilbert-Schmidt Independence Criterion (HSIC) to assess the goodness-of-fit for complex time-series models. I demonstrated its capability to capture complex, non-linear dependencies in model residuals where traditional linear methods like Pearson correlation fail.
Knowledge Graph-based Chemical Reaction Path Finding (Undergraduate Thesis)
Published:
This project was my undergraduate thesis. I designed and implemented a data pipeline using the GPT API to perform automated semantic entity extraction from over 1,000 scientific papers, constructing a structured knowledge graph for reaction path analysis. This system improved search efficiency by 20% over traditional keyword-based baselines.
publications
FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation
Published in Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data mining (KDD '25), 2025
Published in KDD 2025 (CCF-A). A novel framework for multi-modal recommendation.
Recommended citation: Maolin Wang*, Yutian Xiao*, Binhao Wang*, Sheng Zhang, et al. (2025). "FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation." KDD '25.
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SPARK: Adaptive Low-Rank Knowledge Graph Modeling in Hybrid Geometric Spaces for Recommendation
Published in ACM International Conference on Information and Knowledge Management (CIKM '25), 2025
Accepted to CIKM 2025 (CCF-B). A novel hybrid geometric GNN for knowledge-aware recommendation.
Recommended citation: Binhao Wang, Yutian Xiao, Maolin Wang, et al. (2025). "SPARK: Adaptive Low-Rank Knowledge Graph Modeling in Hybrid Geometric Spaces for Recommendation." CIKM '25.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.