Scholar
Changjian Chen
Google Scholar ID: Q4pwU6sAAAAJ
Associate Professor, Hunan University
Interactive Machine Learning
Data-Centric AI
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Citations & Impact
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Citations
811
H-index
12
i10-index
12
Publications
20
Co-authors
26
list available
Contact
Email
changjianchen@hnu.edu.cn
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Publications
18 items
WxFM-XL: Adapting Univariate Foundation Models to Multi-Station Weather Forecasting
2026
Cited
0
M$^2$Weather: A Benchmark for Joint Multi-Station and Multi-Variable Weather Forecasting
2026
Cited
0
STCFormer: Adaptive Spatio-Temporal Modeling with Dynamic Cluster Transformer for Station-based Weather Forecasting
2026
Cited
0
TQTS-Bench: A Multi-Syntax Benchmark for Text-to-Query over Time-Series Databases
2026
Cited
0
Semantically Compatible Knowledge Distillation for Cross-Domain Object Detection with Vision Foundation Models
2026
Cited
0
StationPDE: Station-Oriented Surface PDE Learning for Multi-Station Multivariate Weather Forecasting
2026
Cited
0
Learning-State-Aware Dynamic Generative Data Augmentation on Small-Scale Datasets
2026
Cited
0
Rethinking Irregular Time Series Forecasting from the Perspective of Basis Functions
2026
Cited
0
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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.
Co-authors
14 total
Shixia Liu
Professor, Tsinghua University, IEEE Fellow
Weikai Yang
Assistant Professor, Hong Kong University of Science and Technology (Guangzhou)
Mengchen Liu
META
Jing Wu
School of Computer Science & Informatics, Cardiff University
Hang Su
Associated Professor, Tsinghua University
Jiazhi Xia
Central South University
Bin Wang
School of Software, Tsinghua University
Lan-Zhe Guo
LAMDA Group, Nanjing University