Publications

Conference Papers

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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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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