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2020 – today
- 2026
[j15]Changjian Chen, Pengcheng Wang, Fei Lyu, Zhuo Tang
, Li Yang, Long Wang, Yong Cai, Feng Yu, Kenli Li:
Interactive Hybrid Rice Breeding with Parametric Dual Projection. IEEE Trans. Vis. Comput. Graph. 32(1): 977-987 (2026)- [i15]Ting Xiang, Jinhui Zhao, Changjian Chen, Zhuo Tang:
Invisible Clean-Label Backdoor Attacks for Generative Data Augmentation. CoRR abs/2602.03316 (2026) - 2025
- [j14]Changjian Chen, Fei Lv, Yalong Guan, Pengcheng Wang, Shengjie Yu, Yifan Zhang, Zhuo Tang:
Human-Guided Image Generation for Expanding Small-Scale Training Image Datasets. IEEE Trans. Vis. Comput. Graph. 31(6): 3809-3821 (2025) - [j13]Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu:
RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers. IEEE Trans. Vis. Comput. Graph. 31(9): 6370-6384 (2025) - [j12]Yuxing Zhou, Changjian Chen, Zhiyang Shen, Jiangning Zhu, Jiashu Chen, Weikai Yang, Shixia Liu:
Hierarchical Fuzzy-Cluster-Aware Grid Layout for Large-Scale Data. IEEE Trans. Vis. Comput. Graph. 31(10): 8200-8213 (2025) - [c6]Ting Xiang, Jiapeng Zhang, Changjian Chen, Zhuo Tang:
DEBT: Enhancing Entity Alignment in Knowledge Graphs through Description Enrichment and Bootstrap Training. ICASSP 2025: 1-5 - [c5]Lei Zhao, Changjian Chen, Bin Pu, Xiaoming Qi, Fengfeng Peng, Chunlian Wang, Kenli Li, Guanghua Tan:
Concept-Induced Graph Perception Model for Interpretable Diagnosis. MICCAI (12) 2025: 215-225 - [c4]Ting Xiang, Changjian Chen, Zhuo Tang, Qifeng Zhang, Fei Lyu, Li Yang, Jiapeng Zhang, Kenli Li:
Enhancing Small-Scale Dataset Expansion with Triplet-Connection-based Sample Re-Weighting. ACM Multimedia 2025: 10054-10063 - [i14]Minzhi Lin, Tianchi Xie, Mengchen Liu, Yilin Ye, Changjian Chen, Shixia Liu:
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts. CoRR abs/2505.19028 (2025) - [i13]Changjian Chen, Pengcheng Wang, Fei Lyu, Zhuo Tang, Li Yang, Long Wang, Yong Cai, Feng Yu, Kenli Li:
Interactive Hybrid Rice Breeding with Parametric Dual Projection. CoRR abs/2507.11848 (2025) - [i12]Ting Xiang, Changjian Chen, Zhuo Tang, Qifeng Zhang, Fei Lyu, Li Yang, Jiapeng Zhang, Kenli Li:
Enhancing Small-Scale Dataset Expansion with Triplet-Connection-based Sample Re-Weighting. CoRR abs/2508.07723 (2025) - [i11]Yalong Guan, Xiang Chen, Mingyang Wang, Xiangyu Wu, Lihao Liu, Chao Qi, Shuang Yang, Tingting Gao, Guorui Zhou, Changjian Chen:
Multimodal Recommendation via Self-Corrective Preference Alignmen. CoRR abs/2508.14912 (2025) - 2024
- [j11]Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu:
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision. IEEE Trans. Vis. Comput. Graph. 30(1): 76-86 (2024) - [j10]Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu:
: A Visual Analytics Approach for Interactive Video Programming. IEEE Trans. Vis. Comput. Graph. 30(1): 87-97 (2024) - [j9]Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu:
Cluster-Aware Grid Layout. IEEE Trans. Vis. Comput. Graph. 30(1): 240-250 (2024) - [j8]Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu:
Enhancing Single-Frame Supervision for Better Temporal Action Localization. IEEE Trans. Vis. Comput. Graph. 30(6): 2903-2915 (2024) - [c3]Qifeng Zhang, Changjian Chen, Zhizhong Liu, Zhuo Tang:
I-Adapt: Using IoU Adapter to Improve Pseudo Labels in Cross-Domain Object Detection. ECAI 2024: 57-64 - [i10]Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu:
A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers. CoRR abs/2409.03164 (2024) - [i9]Changjian Chen, Fei Lv, Yalong Guan, Pengcheng Wang, Shengjie Yu, Yifan Zhang, Zhuo Tang:
Human-Guided Image Generation for Expanding Small-Scale Training Image Datasets. CoRR abs/2412.16839 (2024) - 2023
- [i8]Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu:
VideoPro: A Visual Analytics Approach for Interactive Video Programming. CoRR abs/2308.00401 (2023) - [i7]Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu:
Cluster-Aware Grid Layout. CoRR abs/2308.03651 (2023) - [i6]Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu:
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision. CoRR abs/2308.05168 (2023) - [i5]Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu:
Enhancing Single-Frame Supervision for Better Temporal Action Localization. CoRR abs/2312.05178 (2023) - 2022
- [j7]Changjian Chen, Jing Wu, Xiaohan Wang, Shouxing Xiang, Song-Hai Zhang, Qifeng Tang, Shixia Liu:
Towards Better Caption Supervision for Object Detection. IEEE Trans. Vis. Comput. Graph. 28(4): 1941-1954 (2022) - 2021
- [j6]Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu:
A survey of visual analytics techniques for machine learning. Comput. Vis. Media 7(1): 3-36 (2021) - [j5]Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu:
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. IEEE Trans. Vis. Comput. Graph. 27(7): 3335-3349 (2021) - [j4]Changjian Chen, Zhaowei Wang, Jing Wu, Xiting Wang, Lan-Zhe Guo, Yufeng Li, Shixia Liu:
Interactive Graph Construction for Graph-Based Semi-Supervised Learning. IEEE Trans. Vis. Comput. Graph. 27(9): 3701-3716 (2021) - 2020
- [i4]Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu:
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. CoRR abs/2002.03103 (2020) - [i3]Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu:
A Survey of Visual Analytics Techniques for Machine Learning. CoRR abs/2008.09632 (2020)
2010 – 2019
- 2019
- [j3]Changjian Chen, Yi Xu, Xiaokang Yang:
User tailored colorization using automatic scribbles and hierarchical features. Digit. Signal Process. 87: 155-165 (2019) - [j2]Liu Jiang, Shixia Liu, Changjian Chen:
Recent research advances on interactive machine learning. J. Vis. 22(2): 401-417 (2019) - [j1]Shixia Liu, Changjian Chen, Yafeng Lu, Fang-Xin Ou-Yang, Bin Wang:
An Interactive Method to Improve Crowdsourced Annotations. IEEE Trans. Vis. Comput. Graph. 25(1): 235-245 (2019) - [i2]Xuanyu Zhu, Yi Xu, Hongteng Xu, Changjian Chen:
Quaternion Convolutional Neural Networks. CoRR abs/1903.00658 (2019) - 2018
- [c2]Xuanyu Zhu, Yi Xu, Hongteng Xu, Changjian Chen:
Quaternion Convolutional Neural Networks. ECCV (8) 2018: 645-661 - [i1]Liu Jiang, Shixia Liu, Changjian Chen:
Recent Research Advances on Interactive Machine Learning. CoRR abs/1811.04548 (2018) - 2012
- [c1]Bo Fan, Xiaokang Yang, Xi Zhou, Weiyao Lin, Changjian Chen:
A Coarse to Fine Facial Key Landmark Points Locating Algorithm Based on Active Shape Model. Web Intelligence/IAT Workshops 2012: 39-43
Coauthor Index
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