Scholar
Changjian Chen
Google Scholar ID: Q4pwU6sAAAAJ
Associate Professor, Hunan University
Interactive Machine Learning
Data-Centric AI
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Citations & Impact
All-time
Citations
811
H-index
12
i10-index
12
Publications
20
Co-authors
26
list available
Contact
Email
changjianchen@hnu.edu.cn
CV
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GitHub
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Publications
7 items
CausalTAD: Injecting Causal Knowledge into Large Language Models for Tabular Anomaly Detection
2026
Cited
0
Invisible Clean-Label Backdoor Attacks for Generative Data Augmentation
2026
Cited
0
Multimodal Recommendation via Self-Corrective Preference Alignmen
2025
Cited
0
Enhancing Small-Scale Dataset Expansion with Triplet-Connection-based Sample Re-Weighting
2025
Cited
0
Interactive Hybrid Rice Breeding with Parametric Dual Projection
2025
Cited
0
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
2025
Cited
0
Cluster-Aware Grid Layout
IEEE Transactions on Visualization and Computer Graphics · 2023
Cited
8
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.
Co-authors
26 total
Shixia Liu
Professor, Tsinghua University, IEEE Fellow
Weikai Yang
Assistant Professor, Hong Kong University of Science and Technology (Guangzhou)
Co-author 3
Mengchen Liu
META
Jing Wu
School of Computer Science & Informatics, Cardiff University
Co-author 6
Hang Su
Associated Professor, Tsinghua University
Jiazhi Xia
Central South University
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