Changjian Chen
Scholar

Changjian Chen

Google Scholar ID: Q4pwU6sAAAAJ
Associate Professor, Hunan University
Interactive Machine LearningData-Centric AI
Citations & Impact
All-time
Citations
811
 
H-index
12
 
i10-index
12
 
Publications
20
 
Co-authors
26
list available
Resume (English only)
Academic Achievements
  • [{'Type': 'Publication', 'Title': 'InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts', 'Conference': 'NeurIPS 2025'}, {'Type': 'Publication', 'Title': 'Enhancing Small-Scale Dataset Expansion with Triplet-Connection-based Sample Re-Weighting', 'Conference': 'ACM MM 2025'}, {'Type': 'Publication', 'Title': 'Interactive Hybrid Rice Breeding with Parametric Dual Projection', 'Conference': 'IEEE VIS 2025'}, {'Type': 'Publication', 'Title': 'Hierarchical Fuzzy-Cluster-Aware Grid Layout for Large-Scale Data', 'Journal': 'TVCG 2025'}, {'Type': 'Publication', 'Title': 'Human-Guided Image Generation for Expanding Small-Scale Training Image Datasets', 'Conference': 'PacificVis 2025 (TVCG 2025)'}, {'Type': 'Publication', 'Title': 'RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers', 'Journal': 'IEEE TVCG 2024'}, {'Type': 'Publication', 'Title': 'I-Adapt: Using IoU Adapter to Improve Pseudo Labels in Cross-Domain Object Detection', 'Conference': 'ECAI 2024'}, {'Type': 'Publication', 'Title': '面向超级计算机系统的可视化综述', 'Journal': 'CAD&CG 2024'}, {'Type': 'Publication', 'Title': 'Enhancing Single-Frame Supervision for Better Temporal Action Localization', 'Conference': 'PacificVis 2024 (TVCG 2024)'}, {'Type': 'Publication', 'Title': 'A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision', 'Conference': 'IEEE VIS 2023 (TVCG 2024)'}, {'Type': 'Publication', 'Title': 'Cluster Aware Grid Layout', 'Conference': 'IEEE VIS 2023'}]
Background
  • Associate Professor at Hunan University. Research interests focus on interactive machine learning, visual analytics, and data-centric AI.