A Survey of Data-Driven and Knowledge-Aware eXplainable AI
Li, Xiao-Hui, Cao, Caleb Chen, Shi, Yuhan, Bai, Wei, Gao, Han, Qiu, Luyu, Wang, Cong, Gao, Yuanyuan, Zhang, Shenjia, Xue, Xun, Chen, Lei
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
Published in IEEE transactions on knowledge and data engineering (01.01.2022)
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Journal Article
Conflict-Aware Event-Participant Arrangement and Its Variant for Online Setting
She, Jieying, Tong, Yongxin, Chen, Lei, Cao, Caleb Chen
Published in IEEE transactions on knowledge and data engineering (01.09.2016)
Published in IEEE transactions on knowledge and data engineering (01.09.2016)
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Journal Article
Towards Efficient Visual Simplification of Computational Graphs in Deep Neural Networks
Pan, Rusheng, Wang, Zhiyong, Wei, Yating, Gao, Han, Ou, Gongchang, Cao, Caleb Chen, Xu, Jingli, Xu, Tong, Chen, Wei
Published in IEEE transactions on visualization and computer graphics (01.07.2024)
Published in IEEE transactions on visualization and computer graphics (01.07.2024)
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Journal Article
Visual Diagnostics of Parallel Performance in Training Large-Scale DNN Models
Wei, Yating, Wang, Zhiyong, Wang, Zhongwei, Dai, Yong, Ou, Gongchang, Gao, Han, Yang, Haitao, Wang, Yue, Cao, Caleb Chen, Weng, Luoxuan, Lu, Jiaying, Zhu, Rongchen, Chen, Wei
Published in IEEE transactions on visualization and computer graphics (01.07.2024)
Published in IEEE transactions on visualization and computer graphics (01.07.2024)
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Journal Article
CrowdTC: Crowdsourced Taxonomy Construction
Meng, Rui, Tong, Yongxin, Chen, Lei, Cao, Caleb Chen
Published in 2015 IEEE International Conference on Data Mining (01.11.2015)
Published in 2015 IEEE International Conference on Data Mining (01.11.2015)
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Conference Proceeding
Journal Article
Towards Efficient Visual Simplification of Computational Graphs in Deep Neural Networks
Pan, Rusheng, Wang, Zhiyong, Yating Wei, Gao, Han, Ou, Gongchang, Caleb Chen Cao, Xu, Jingli, Xu, Tong, Chen, Wei
Published in arXiv.org (21.12.2022)
Published in arXiv.org (21.12.2022)
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Paper
Journal Article
Conflict-aware event-participant arrangement
Jieying She, Yongxin Tong, Lei Chen, Cao, Caleb Chen
Published in 2015 IEEE 31st International Conference on Data Engineering (01.04.2015)
Published in 2015 IEEE 31st International Conference on Data Engineering (01.04.2015)
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Conference Proceeding
Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender Systems
Wang, Shendi, Li, Haoyang, Cao, Caleb Chen, Li, Xiao-Hui, Fai, Ng Ngai, Liu, Jianxin, Xue, Xun, Song, Hu, Li, Jinyu, Gu, Guangye, Chen, Lei
Published in 2022 IEEE 38th International Conference on Data Engineering (ICDE) (01.05.2022)
Published in 2022 IEEE 38th International Conference on Data Engineering (ICDE) (01.05.2022)
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Conference Proceeding
CrowdCleaner: Data cleaning for multi-version data on the web via crowdsourcing
Yongxin Tong, Cao, Caleb Chen, Zhang, Chen Jason, Yatao Li, Lei Chen
Published in 2014 IEEE 30th International Conference on Data Engineering (01.03.2014)
Published in 2014 IEEE 30th International Conference on Data Engineering (01.03.2014)
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Conference Proceeding
C-DMr: Crowd-powered Decision Maker for real world Knapsack Problems
Leihao Xia, Cao, Caleb Chen, Lei Chen, Zhao Chen
Published in 2014 IEEE 30th International Conference on Data Engineering (01.03.2014)
Published in 2014 IEEE 30th International Conference on Data Engineering (01.03.2014)
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Conference Proceeding
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network
Li, Tong, Deng, Jiale, Shen, Yanyan, Qiu, Luyu, Huang, Yongxiang, Cao, Caleb Chen
Year of Publication 23.12.2023
Year of Publication 23.12.2023
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Journal Article
Model Debiasing via Gradient-based Explanation on Representation
Zhang, Jindi, Wang, Luning, Su, Dan, Huang, Yongxiang, Cao, Caleb Chen, Chen, Lei
Year of Publication 20.05.2023
Year of Publication 20.05.2023
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Journal Article
Two-Stage Holistic and Contrastive Explanation of Image Classification
Xie, Weiyan, Li, Xiao-Hui, Lin, Zhi, Poon, Leonard K. M, Cao, Caleb Chen, Zhang, Nevin L
Year of Publication 10.06.2023
Year of Publication 10.06.2023
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Journal Article
Consistency Regularization for Domain Generalization with Logit Attribution Matching
Gao, Han, Li, Kaican, Xie, Weiyan, Lin, Zhi, Huang, Yongxiang, Wang, Luning, Cao, Caleb Chen, Zhang, Nevin L
Year of Publication 13.05.2023
Year of Publication 13.05.2023
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Journal Article
Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI)
Hsiao, Janet Hui-wen, Ngai, Hilary Hei Ting, Qiu, Luyu, Yang, Yi, Cao, Caleb Chen
Year of Publication 20.07.2021
Year of Publication 20.07.2021
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Journal Article