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Publications
- 2021
[j46]Zijian Li, Ruichu Cai
, Hong Wei Ng, Marianne Winslett, Tom Z. J. Fu, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang:
Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems. ACM Trans. Intell. Syst. Technol. 12(2): 23:1-23:21 (2021)- [j45]Jie Qiao, Ruichu Cai, Kun Zhang, Zhenjie Zhang, Zhifeng Hao:
Causal Discovery with Confounding Cascade Nonlinear Additive Noise Models. ACM Trans. Intell. Syst. Technol. 12(6): 80:1-80:28 (2021) - [c44]Ruichu Cai, Jiawei Chen, Zijian Li, Wei Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang:
Time Series Domain Adaptation via Sparse Associative Structure Alignment. AAAI 2021: 6859-6867 - 2020
- [j34]Ruichu Cai, Jiahao Li, Zhenjie Zhang, Xiaoyan Yang, Zhifeng Hao:
DACH: Domain Adaptation Without Domain Information. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5055-5067 (2020) - [c38]Kailin Tang, Zhifeng Hao, Ruichu Cai, Tom Z. J. Fu, Yin Yang, Li Wang, Marianne Winslett, Zhenjie Zhang:
DRS+: Load Shedding Meets Resource Auto-Scaling in Distributed Stream Processing. HPCC/DSS/SmartCity 2020: 292-301 - [c37]Ruichu Cai, Kaibin Guo, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang:
Meta Multi-Task Learning for Speech Emotion Recognition. INTERSPEECH 2020: 3336-3340 - [i9]Ruichu Cai, Jiawei Chen, Zijian Li, Wei Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang:
Time Series Domain Adaptation via Sparse Associative Structure Alignment. CoRR abs/2012.11797 (2020) - 2019
- [j32]Boyan Xu, Ruichu Cai, Zhenjie Zhang, Xiaoyan Yang, Zhifeng Hao, Zijian Li, Zhihao Liang:
NADAQ: Natural Language Database Querying Based on Deep Learning. IEEE Access 7: 35012-35017 (2019) - [c35]Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao:
Causal Discovery with Cascade Nonlinear Additive Noise Model. IJCAI 2019: 1609-1615 - [i6]Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao:
Causal Discovery with Cascade Nonlinear Additive Noise Models. CoRR abs/1905.09442 (2019) - [i5]Zijian Li, Ruichu Cai, Kok-Soon Chai, Hong Wei Ng, Hoang Dung Vu, Marianne Winslett, Tom Z. J. Fu, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang:
Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems. CoRR abs/1910.06761 (2019) - 2018
- [j26]Meihua Wang, Jiaming Mai, Yun Liang, Ruichu Cai, Tom Zhengjia Fu, Zhenjie Zhang:
A component-driven distributed framework for real-time video dehazing. Multim. Tools Appl. 77(9): 11259-11276 (2018) - [j24]Ruichu Cai, Zhenjie Zhang, Zhifeng Hao, Marianne Winslett:
Sophisticated Merging Over Random Partitions: A Scalable and Robust Causal Discovery Approach. IEEE Trans. Neural Networks Learn. Syst. 29(8): 3623-3635 (2018) - [c31]Ruichu Cai, Jie Qiao, Zhenjie Zhang, Zhifeng Hao:
SELF: Structural Equational Likelihood Framework for Causal Discovery. AAAI 2018: 1787-1794 - [c28]Li Wang, Ruichu Cai, Tom Z. J. Fu, Jiong He, Zijie Lu, Marianne Winslett, Zhenjie Zhang:
Waterwheel: Realtime Indexing and Temporal Range Query Processing over Massive Data Streams. ICDE 2018: 269-280 - [c25]Ruichu Cai, Boyan Xu, Zhenjie Zhang, Xiaoyan Yang, Zijian Li, Zhihao Liang:
An Encoder-Decoder Framework Translating Natural Language to Database Queries. IJCAI 2018: 3977-3983 - [c24]Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao:
Causal Discovery from Discrete Data using Hidden Compact Representation. NeurIPS 2018: 2671-2679 - 2017
- [j20]Ruichu Cai, Zijie Lu, Li Wang, Zhenjie Zhang, Tom Z. J. Fu, Marianne Winslett:
DITIR: Distributed Index for High Throughput Trajectory Insertion and Real-time Temporal Range Query. Proc. VLDB Endow. 10(12): 1865-1868 (2017) - [j19]Ruichu Cai, Zhenjie Zhang, Zhifeng Hao, Marianne Winslett:
Understanding Social Causalities Behind Human Action Sequences. IEEE Trans. Neural Networks Learn. Syst. 28(8): 1801-1813 (2017) - [c21]Meihua Wang, Jiaming Mai, Yun Liang, Ruichu Cai, Tom Zhengjia, Zhenjie Zhang:
Component-Based Distributed Framework for Coherent and Real-Time Video Dehazing. CSE/EUC (1) 2017: 321-324 - [i3]Ruichu Cai, Zhenjie Zhang, Zhifeng Hao:
SADA: A General Framework to Support Robust Causation Discovery with Theoretical Guarantee. CoRR abs/1707.01283 (2017) - [i2]Ruichu Cai, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang, Zijian Li:
An Encoder-Decoder Framework Translating Natural Language to Database Queries. CoRR abs/1711.06061 (2017) - 2016
- [c16]Ruichu Cai, Zhenjie Zhang, Srinivasan Parthasarathy, Anthony K. H. Tung, Zhifeng Hao, Wen Zhang:
Multi-Domain Manifold Learning for Drug-Target Interaction Prediction. SDM 2016: 18-26 - [i1]Meihua Wang, Jiaming Mai, Yun Liang, Tom Z. J. Fu, Zhenjie Zhang, Ruichu Cai:
Component-Based Distributed Framework for Coherent and Real-Time Video Dehazing. CoRR abs/1609.02035 (2016) - 2015
- [j16]Ruichu Cai, Zhifeng Hao, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Shuigeng Zhou:
Deterministic identification of specific individuals from GWAS results. Bioinform. 31(11): 1701-1707 (2015) - [e2]Reynold Cheng, Bin Cui, Zhenjie Zhang, Ruichu Cai, Jia Xu:
Web Technologies and Applications - 17th Asia-PacificWeb Conference, APWeb 2015, Guangzhou, China, September 18-20, 2015, Proceedings. Lecture Notes in Computer Science 9313, Springer 2015, ISBN 978-3-319-25254-4 [contents] - 2014
- [j13]Ruichu Cai, Zhenjie Zhang, Anthony K. H. Tung, Chenyun Dai, Zhifeng Hao:
A general framework of hierarchical clustering and its applications. Inf. Sci. 272: 29-48 (2014) - 2013
- [j7]Ruichu Cai, Zhenjie Zhang, Zhifeng Hao:
Causal gene identification using combinatorial V-structure search. Neural Networks 43: 63-71 (2013) - [c10]Ruichu Cai, Zhenjie Zhang, Zhifeng Hao:
SADA: A General Framework to Support Robust Causation Discovery. ICML (2) 2013: 208-216 - 2011
- [j5]Ruichu Cai, Zhenjie Zhang, Zhifeng Hao:
BASSUM: A Bayesian semi-supervised method for classification feature selection. Pattern Recognit. 44(4): 811-820 (2011) - [j4]Ruichu Cai, Anthony K. H. Tung, Zhenjie Zhang, Zhifeng Hao:
What is Unequal among the Equals? Ranking Equivalent Rules from Gene Expression Data. IEEE Trans. Knowl. Data Eng. 23(11): 1735-1747 (2011) - 2009
- [c4]Zhenjie Zhang, Yin Yang, Ruichu Cai, Dimitris Papadias, Anthony K. H. Tung:
Kernel-based skyline cardinality estimation. SIGMOD Conference 2009: 509-522
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