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Ruichu Cai

Appearance-Motion Memory Consistency Network for Video Anomaly Detection
2021 · Ruichu Cai, Hao Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 224
Software project risk analysis using Bayesian networks with causality constraints
2012 · Yong Hu, Xiangzhou Zhang, et al. · Decision Support Systems · 185
Learning Disentangled Semantic Representation for Domain Adaptation
2019 · Ruichu Cai, Zijian Li, et al. · International Joint Conference on Artificial Intelligence · 143
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A Survey on Causal Reinforcement Learning
2024 · Yan Zeng, Ruichu Cai, et al. · IEEE Transactions on Neural Networks and Learning Systems · 108
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FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution
2022 · Jian Zhu, Qingwu Zhang, et al. · IEEE Transactions on Multimedia · 97
Time Series Domain Adaptation via Sparse Associative Structure Alignment
2021 · Ruichu Cai, Jiawei Chen, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 95
Dual-dropout graph convolutional network for predicting synthetic lethality in human cancers
2020 · Ruichu Cai, Xuexin Chen, et al. · Bioinformatics · 92
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Identification of adverse drug-drug interactions through causal association rule discovery from spontaneous adverse event reports
2017 · Ruichu Cai, Mei Liu, et al. · Artificial Intelligence in Medicine · 86
An efficient gene selection algorithm based on mutual information
2008 · Ruichu Cai, Zhifeng Hao, et al. · Neurocomputing · 86
An Encoder-Decoder Framework Translating Natural Language to Database Queries
2018 · Ruichu Cai, Boyan Xu, et al. · International Joint Conference on Artificial Intelligence · 76
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Causal-learn: Causal Discovery in Python
2023 · Zheng, Yujia, Huang, Biwei, et al. · arXiv (Cornell University) · 65
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Block diagonal representation learning for robust subspace clustering
2020 · Lijuan Wang, Jiawen Huang, et al. · Information Sciences · 54
Kernel-based skyline cardinality estimation
2009 · Zhenjie Zhang, Yin Yang, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 51
Prediction of Synthetic Lethal Interactions in Human Cancers Using Multi-View Graph Auto-Encoder
2021 · Zhifeng Hao, Di Wu, et al. · IEEE Journal of Biomedical and Health Informatics · 50
An CNN-LSTM Attention Approach to Understanding User Query Intent from Online Health Communities
2017 · Ruichu Cai, Binjun Zhu, et al. · IEEE ... International Conference on Data Mining workshops · 50
Transferable Time-Series Forecasting Under Causal Conditional Shift
2023 · Zijian Li, Ruichu Cai, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 48
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THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences
2022 · Ruichu Cai, Siyu Wu, et al. · IEEE Transactions on Neural Networks and Learning Systems · 47
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Graph Domain Adaptation: A Generative View
2023 · Ruichu Cai, Fengzhu Wu, et al. · ACM Transactions on Knowledge Discovery from Data · 43
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Causal Discovery in Linear Non-Gaussian Acyclic Model With Multiple Latent Confounders
2021 · Wei Chen, Ruichu Cai, et al. · IEEE Transactions on Neural Networks and Learning Systems · 42
A general framework of hierarchical clustering and its applications
2014 · Ruichu Cai, Zhenjie Zhang, et al. · Information Sciences · 41
SADA: A General Framework to Support Robust Causation Discovery
2013 · Ruichu Cai, Zhenjie Zhang, et al. · 41
Recent Advances in Multimodal Affective Computing: An NLP Perspective
2024 · Hu, Guimin, Lyu, Weimin, et al. · arXiv (Cornell University) · 40
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SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL
2021 · Cai, Ruichu, Yuan, Jinjie, et al. · arXiv (Cornell University) · 40
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Motif Graph Neural Network
2023 · Xuexin Chen, Ruichu Cai, et al. · IEEE Transactions on Neural Networks and Learning Systems · 37
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Deterministic identification of specific individuals from GWAS results
2015 · Ruichu Cai, Zhifeng Hao, et al. · Bioinformatics · 37
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Works count: 270
Citation count: 3,423
H-index: 30
I10-index: 84
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