Keli Zhang

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 26

Top Topics

Medical Image Segmentation

Reinforcement Learning

Causal Structure

Event Sequences

Top Venues

Publications

Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao
TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. AAAI (2024)
Ruichu Cai, Siyang Huang, Jie Qiao, Wei Chen, Yan Zeng, Keli Zhang, Fuchun Sun, Yang Yu, Zhifeng Hao
Learning by Doing: An Online Causal Reinforcement Learning Framework with Causal-Aware Policy. CoRR (2024)
Jun Wang, Wenjie Du, Wei Cao, Keli Zhang, Wenjia Wang, Yuxuan Liang, Qingsong Wen
Deep Learning for Multivariate Time Series Imputation: A Survey. CoRR (2024)
Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng
FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks. CoRR (2024)
Ruichu Cai, Siyu Wu, Jie Qiao, Zhifeng Hao, Keli Zhang, Xi Zhang
THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation. CoRR (2024)
Ruichu Cai, Yuequn Liu, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao
TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. CoRR (2023)
Anpeng Wu, Haoxuan Li, Kun Kuang, Keli Zhang, Fei Wu
Hierarchical Topological Ordering with Conditional Independence Test for Limited Time Series. CoRR (2023)
Jie Qiao, Ruichu Cai, Siyu Wu, Yu Xiang, Keli Zhang, Zhifeng Hao
Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences. CoRR (2023)
Yunze Tong, Junkun Yuan, Min Zhang, Didi Zhu, Keli Zhang, Fei Wu, Kun Kuang
Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization. KDD (2023)
Jie Qiao, Ruichu Cai, Siyu Wu, Yu Xiang, Keli Zhang, Zhifeng Hao
Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences. IJCAI (2023)
Yunze Tong, Junkun Yuan, Min Zhang, Didi Zhu, Keli Zhang, Fei Wu, Kun Kuang
Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization. CoRR (2023)
Zijian Li, Ruichu Cai, Jiawei Chen, Yuguan Yan, Wei Chen, Keli Zhang, Junjian Ye
Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance. CoRR (2022)
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)
Ruichu Cai, Siyu Wu, Jie Qiao, Zhifeng Hao, Keli Zhang, Xi Zhang
THP: Topological Hawkes Processes for Learning Granger Causality on Event Sequences. CoRR (2021)
Keli Zhang, Marcus Kalander, Min Zhou, Xi Zhang, Junjian Ye
An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks. CoRR (2021)
Keli Zhang, Shengyu Zhu, Marcus Kalander, Ignavier Ng, Junjian Ye, Zhitang Chen, Lujia Pan
gCastle: A Python Toolbox for Causal Discovery. CoRR (2021)
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 (2020)
Keli Zhang, Marcus Kalander, Min Zhou, Xi Zhang, Junjian Ye
An Influence-Based Approach for Root Cause Alarm Discovery in Telecom Networks. ICSOC Workshops (2020)
Meng Li, Keli Zhang, Jiamou Liu, Hanxiao Gong, Zijian Zhang
Blockchain-based anomaly detection of electricity consumption in smart grids. Pattern Recognit. Lett. 138 (2020)
Sitong Mao, Keli Zhang, Fu-Lai Chung
Mixed Set Domain Adaptation. CoRR (2020)
Chunkai Zhang, Yingyang Chen, Ao Yin, Zhen Qin, Xing Zhang, Keli Zhang, Zoe Lin Jiang
An Improvement of PAA on Trend-Based Approximation for Time Series. CoRR (2019)
Xiangtian Zheng, Xiaolin Yang, Haitao Ma, Guiwen Ren, Keli Zhang, Feng Yang, Ce Li
Integrated Ground-Based SAR Interferometry, Terrestrial Laser Scanner, and Corner Reflector Deformation Experiments. Sensors 18 (12) (2018)
Ao Yin, Chunkai Zhang, Zoe Lin Jiang, Yulin Wu, Xing Zhang, Keli Zhang, Xuan Wang
PPLDEM: A Fast Anomaly Detection Algorithm with Privacy Preserving. ICA3PP (4) (2018)
Chunkai Zhang, Yingyang Chen, Ao Yin, Zhen Qin, Xing Zhang, Keli Zhang, Zoe Lin Jiang
An Improvement of PAA on Trend-Based Approximation for Time Series. ICA3PP (2) (2018)
Lujia Pan, Jianfeng Zhang, Patrick P. C. Lee, Hong Cheng, Cheng He, Caifeng He, Keli Zhang
An Intelligent Customer Care Assistant System for Large-Scale Cellular Network Diagnosis. KDD (2017)
Aihua Ma, Jinfeng Wang, Keli Zhang
Sampling Survey of Heavy Metal in Soil Using SSSI. SDH (2010)
Keli Zhang, Yong Liang Guan, Qinghua Shi
Complexity Reduction for MC-CDMA With MMSEC. IEEE Trans. Veh. Technol. 57 (3) (2008)
Keli Zhang, Yong Liang Guan
Performance of Asynchronous MC-CDMA Systems with Maximal Ratio Combining in Frequency-Selective Fading Channels. EURASIP J. Adv. Signal Process. 2004 (10) (2004)
Keli Zhang, Zhefeng Song, Yong Liang Guan
Simulation of Nakagami fading channels with arbitrary cross-correlation and fading parameters. IEEE Trans. Wirel. Commun. 3 (5) (2004)
Keli Zhang, Zhefeng Song, Yong Liang Guan
Multicarrier channels with non-identical subcarrier fading distributions-analysis and adaptation. IEEE Commun. Lett. 8 (6) (2004)
Zhefeng Song, Keli Zhang, Yong Liang Guan
Generating correlated Nakagami fading signals with arbitrary correlation and fading parameters. ICC (2002)
Zhefeng Song, Keli Zhang, Yong Liang Guan
Statistical adaptive modulation for QAM-OFDM systems. GLOBECOM (2002)