most citedLearnable Weighting of Intra-Attribute Distances for Categorical Data Clustering with Nominal and Ordinal Attributes

46 citations

22 papers

cs.CV2026

Agentic Designer: Progressive Multi-Agent Collaboration for Structure-Aware Interior Layout Generation

Zhijing Yang, Haocheng Lin, Zhihua Xu +4

Generating realistic interior furniture layouts that strictly adhere to architectural constraints (e.g., walls, doors, and windows) remains a fundamental challenge in automated spa…

cs.LG202646 cited

Learnable Weighting of Intra-Attribute Distances for Categorical Data Clustering with Nominal and Ordinal Attributes

Yiqun Zhang, Yiu-ming Cheung

The success of categorical data clustering generally much relies on the distance metric that measures the dissimilarity degree between two objects. However, most of the existing cl…

cond-mat.mes-hall2026

Presence versus absence of charging energies in PbTe quantum dots

Yuhao Wang, Lining Yang, Wenyu Song +18

Charging energy () is essential in quantum dot (QD) devices. Previous studies on PbTe QDs have reported both the presence and absence of . To resolve this ambiguity, we v…

cs.HC20261 cited

Making Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework

Yuchen He, Peizhi Ying, Liqi Cheng +4

Chart data extraction, which reverse-engineers data tables from chart images, is essential for reproducibility, analysis, retrieval, and redesign. Existing interactive tools are re…

cs.LG2026

Bridge the Gaps: Heterogeneous Attributed Graph Clustering via Quaternion Representation Learning

Xinxi Chen, Junyang Chen, Yiqun Zhang +2

Attributed graph clustering partitions nodes by jointly exploiting node attributes and graph topology. It remains challenging due to attribute heterogeneity and representation degr…

cs.RO2026

CoRe-MoE: Contrastive Reweighted Mixture of Experts for Multi-Terrain Humanoid Locomotion with Gait Adaptation

Kailun Huang, Zikang Xie, Yanzhe Xie +8

Humans primarily rely on walking and running to traverse complex terrains. Similarly, humanoid robots should be able to smoothly transition between walking and running while mainta…