Changjian Chen

37 papers A* 1A 1Misc 1Journal 31Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CausalTAD: Injecting Causal Knowledge into Large Language Models for Tabular Anomaly Detection.
CoRR
Ruiqi Wang, Ruikang Liu, Runyu Chen, Haoxiang Suo, Zhiyi Peng, Zhuo Tang, Changjian Chen
2026 J jnl
Interactive Hybrid Rice Breeding with Parametric Dual Projection.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Pengcheng Wang, Fei Lyu, Zhuo Tang, Li Yang, Long Wang, Yong Cai, Feng Yu, Kenli Li
2026 J jnl
Invisible Clean-Label Backdoor Attacks for Generative Data Augmentation.
CoRR
Ting Xiang, Jinhui Zhao, Changjian Chen, Zhuo Tang
2025 — conf
Concept-Induced Graph Perception Model for Interpretable Diagnosis.
MICCAI (12)
Lei Zhao, Changjian Chen, Bin Pu, Xiaoming Qi, Fengfeng Peng, Chunlian Wang, Kenli Li, Guanghua Tan
2025 Misc conf
DEBT: Enhancing Entity Alignment in Knowledge Graphs through Description Enrichment and Bootstrap Training.
ICASSP
Ting Xiang, Jiapeng Zhang, Changjian Chen, Zhuo Tang
2025 A* conf
Enhancing Small-Scale Dataset Expansion with Triplet-Connection-based Sample Re-Weighting.
ACM Multimedia
Ting Xiang, Changjian Chen, Zhuo Tang, Qifeng Zhang, Fei Lyu, Li Yang, Jiapeng Zhang, Kenli Li
2025 J jnl
Enhancing Small-Scale Dataset Expansion with Triplet-Connection-based Sample Re-Weighting.
CoRR
Ting Xiang, Changjian Chen, Zhuo Tang, Qifeng Zhang, Fei Lyu, Li Yang, Jiapeng Zhang, Kenli Li
2025 J jnl
Hierarchical Fuzzy-Cluster-Aware Grid Layout for Large-Scale Data.
IEEE Trans. Vis. Comput. Graph.
Yuxing Zhou, Changjian Chen, Zhiyang Shen, Jiangning Zhu, Jiashu Chen, Weikai Yang, Shixia Liu
2025 J jnl
Human-Guided Image Generation for Expanding Small-Scale Training Image Datasets.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Fei Lv, Yalong Guan, Pengcheng Wang, Shengjie Yu, Yifan Zhang, Zhuo Tang
2025 J jnl
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts.
CoRR
Minzhi Lin, Tianchi Xie, Mengchen Liu, Yilin Ye, Changjian Chen, Shixia Liu
2025 J jnl
Interactive Hybrid Rice Breeding with Parametric Dual Projection.
CoRR
Changjian Chen, Pengcheng Wang, Fei Lyu, Zhuo Tang, Li Yang, Long Wang, Yong Cai, Feng Yu, Kenli Li
2025 J jnl
Multimodal Recommendation via Self-Corrective Preference Alignmen.
CoRR
Yalong Guan, Xiang Chen, Mingyang Wang, Xiangyu Wu, Lihao Liu, Chao Qi, Shuang Yang, Tingting Gao, Guorui Zhou, Changjian Chen
2025 J jnl
RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers.
IEEE Trans. Vis. Comput. Graph.
Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu
2024 J jnl
: A Visual Analytics Approach for Interactive Video Programming.
IEEE Trans. Vis. Comput. Graph.
Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu
2024 J jnl
A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers.
CoRR
Zhen Li, Weikai Yang, Jun Yuan, Jing Wu, Changjian Chen, Yao Ming, Fan Yang, Hui Zhang, Shixia Liu
2024 J jnl
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
2024 J jnl
Cluster-Aware Grid Layout.
IEEE Trans. Vis. Comput. Graph.
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
2024 J jnl
Enhancing Single-Frame Supervision for Better Temporal Action Localization.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
2024 J jnl
Human-Guided Image Generation for Expanding Small-Scale Training Image Datasets.
CoRR
Changjian Chen, Fei Lv, Yalong Guan, Pengcheng Wang, Shengjie Yu, Yifan Zhang, Zhuo Tang
2024 A conf
I-Adapt: Using IoU Adapter to Improve Pseudo Labels in Cross-Domain Object Detection.
ECAI
Qifeng Zhang, Changjian Chen, Zhizhong Liu, Zhuo Tang
2023 J jnl
A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision.
CoRR
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu
2023 J jnl
Cluster-Aware Grid Layout.
CoRR
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu
2023 J jnl
Enhancing Single-Frame Supervision for Better Temporal Action Localization.
CoRR
Changjian Chen, Jiashu Chen, Weikai Yang, Haoze Wang, Johannes Knittel, Xibin Zhao, Steffen Koch, Thomas Ertl, Shixia Liu
2023 J jnl
VideoPro: A Visual Analytics Approach for Interactive Video Programming.
CoRR
Jianben He, Xingbo Wang, Kamkwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu
2022 J jnl
Towards Better Caption Supervision for Object Detection.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Jing Wu, Xiaohan Wang, Shouxing Xiang, Song-Hai Zhang, Qifeng Tang, Shixia Liu
2021 J jnl
A survey of visual analytics techniques for machine learning.
Comput. Vis. Media
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
2021 J jnl
Interactive Graph Construction for Graph-Based Semi-Supervised Learning.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Zhaowei Wang, Jing Wu, Xiting Wang, Lan-Zhe Guo, Yufeng Li, Shixia Liu
2021 J jnl
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
2020 J jnl
A Survey of Visual Analytics Techniques for Machine Learning.
CoRR
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
2020 J jnl
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples.
CoRR
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
2019 J jnl
An Interactive Method to Improve Crowdsourced Annotations.
IEEE Trans. Vis. Comput. Graph.
Shixia Liu, Changjian Chen, Yafeng Lu, Fang-Xin Ou-Yang, Bin Wang
2019 J jnl
Quaternion Convolutional Neural Networks.
CoRR
Xuanyu Zhu, Yi Xu, Hongteng Xu, Changjian Chen
2019 J jnl
Recent research advances on interactive machine learning.
J. Vis.
Liu Jiang, Shixia Liu, Changjian Chen
2019 J jnl
User tailored colorization using automatic scribbles and hierarchical features.
Digit. Signal Process.
Changjian Chen, Yi Xu, Xiaokang Yang
2018 — conf
Quaternion Convolutional Neural Networks.
ECCV (8)
Xuanyu Zhu, Yi Xu, Hongteng Xu, Changjian Chen
2018 J jnl
Recent Research Advances on Interactive Machine Learning.
CoRR
Liu Jiang, Shixia Liu, Changjian Chen
2012 — conf
A Coarse to Fine Facial Key Landmark Points Locating Algorithm Based on Active Shape Model.
Web Intelligence/IAT Workshops
Bo Fan, Xiaokang Yang, Xi Zhou, Weiyao Lin, Changjian Chen