2026
DKMap: Interactive Exploration of Vision-Language Alignment in Multimodal Embeddings via Dynamic Kernel Enhanced Projection
Yilin Ye, Chenxi Ruan, Yu Zhang, Zikun Deng, Wei Zeng
IEEE Transactions on Visualization and Computer Graphics(VIS2025)
DKMap, a novel DR visualization technique for interactive exploration of multimodal embeddings through Dynamic Kernel enhanced projection.
DKMap: Interactive Exploration of Vision-Language Alignment in Multimodal Embeddings via Dynamic Kernel Enhanced Projection
Yilin Ye, Chenxi Ruan, Yu Zhang, Zikun Deng, Wei Zeng
IEEE Transactions on Visualization and Computer Graphics(VIS2025)
DKMap, a novel DR visualization technique for interactive exploration of multimodal embeddings through Dynamic Kernel enhanced projection.
ColorConceptBench: A Benchmark for Probabilistic Color-Concept Understanding in Text-to-Image Models
Chenxi Ruan, Yu Xiao, Yihan Hou, Guosheng Hu, Wei Zeng
Under review.
ColorConceptBench, a new human-annotated benchmark to systematically evaluate color-concept associations through the lens of probabilistic color distributions. ColorConceptBench moves beyond explicit color names or codes by probing how models translate 1,281 implicit color concepts using a foundation of 6,369 human annotations.
ColorConceptBench: A Benchmark for Probabilistic Color-Concept Understanding in Text-to-Image Models
Chenxi Ruan, Yu Xiao, Yihan Hou, Guosheng Hu, Wei Zeng
Under review.
ColorConceptBench, a new human-annotated benchmark to systematically evaluate color-concept associations through the lens of probabilistic color distributions. ColorConceptBench moves beyond explicit color names or codes by probing how models translate 1,281 implicit color concepts using a foundation of 6,369 human annotations.
2025
SceneWeaver: A Multi-Agent Collaborative System for 3D Scene Creation in Video Games
Rong Huang, Chenxi Ruan, Bingchuan Jiang, Wei Zeng
Proceedings of the 18th International Symposium on Visual Information Communication and Interaction
SceneWeaver, a 3D scene creation system that utilizes a multi-agent collaborative framework with large language models (LLMs) assigned to manage text parsing, floorplan design, object selection, and scene composition.
SceneWeaver: A Multi-Agent Collaborative System for 3D Scene Creation in Video Games
Rong Huang, Chenxi Ruan, Bingchuan Jiang, Wei Zeng
Proceedings of the 18th International Symposium on Visual Information Communication and Interaction
SceneWeaver, a 3D scene creation system that utilizes a multi-agent collaborative framework with large language models (LLMs) assigned to manage text parsing, floorplan design, object selection, and scene composition.
Embodied heritage by integrating digital and physical visualization of eaves tiles to display cultural heritage kinship
Jian Yu, Yilin Ye, Chen Tang, Yuanbang Liu, Chenxi Ruan, Jingxue Feng, Kaihao Zhang, Wei Zeng
npj Heritage Science
Embodied heritage by integrating digital and physical visualization of eaves tiles to display cultural heritage kinship
Jian Yu, Yilin Ye, Chen Tang, Yuanbang Liu, Chenxi Ruan, Jingxue Feng, Kaihao Zhang, Wei Zeng
npj Heritage Science
Volume-Based Space-Time Cube for Large-Scale Continuous Spatial Time Series
Zikun Deng, Jiabao Huang, Chenxi Ruan, Jialing Li, Shaowu Gao, Yi Cai
IEEE Transactions on Visualization and Computer Graphics(TVCG)
A technique called VolumeSTCube, that incorporates a data transformation framework, volume visualization techniques, and tailored spatiotemporal interactions to visualize large-scale ST series in a spacetime cube effectively.
Volume-Based Space-Time Cube for Large-Scale Continuous Spatial Time Series
Zikun Deng, Jiabao Huang, Chenxi Ruan, Jialing Li, Shaowu Gao, Yi Cai
IEEE Transactions on Visualization and Computer Graphics(TVCG)
A technique called VolumeSTCube, that incorporates a data transformation framework, volume visualization techniques, and tailored spatiotemporal interactions to visualize large-scale ST series in a spacetime cube effectively.