Keli Zhang - RankMe

59 papers A* 10A 1B 2C 2Journal 37Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An identifiable cost-aware causal decision-making framework using counterfactual reasoning. Neural Networks Ruichu Cai, Xi Chen, Jie Qiao, Zijian Li, Yuequn Liu, Wei Chen, Keli Zhang, Jiale Zheng
2026	A*	`conf`	CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge. AAAI Lei Zan, Keli Zhang, Ruichu Cai, Lujia Pan
2026	J	`jnl`	CMCTS: A Constrained Monte Carlo Tree Search framework for mathematical reasoning in large language model. Appl. Intell. Qingwen Lin, Boyan Xu, Guimin Hu, Zijian Li, Zhifeng Hao, Keli Zhang, Ruichu Cai
2026	J	`jnl`	Learning by doing: an online causal reinforcement learning framework with causal-aware policy. Sci. China Inf. Sci. Ruichu Cai, Siyang Huang, Jie Qiao, Wei Chen, Yan Zeng, Keli Zhang, Fuchun Sun, Yang Yu, Zhifeng Hao
2026	J	`jnl`	Rethinking Zero-Shot Time Series Classification: From Task-specific Classifiers to In-Context Inference. CoRR Juntao Fang, Shifeng Xie, Shengbin Nie, Yuhui Ling, Yuming Liu, Zijian Li, Keli Zhang, Lujia Pan, Themis Palpanas, Ruichu Cai
2025	J	`jnl`	An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning. CoRR Ruichu Cai, Xi Chen, Jie Qiao, Zijian Li, Yuequn Liu, Wei Chen, Keli Zhang, Jiale Zheng
2025	J	`jnl`	CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge. CoRR Lei Zan, Keli Zhang, Ruichu Cai, Lujia Pan
2025	A*	`conf`	Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting. IJCAI Wei Chen, Jiahao Zhang, Haipeng Zhu, Boyan Xu, Zhifeng Hao, Keli Zhang, Junjian Ye, Ruichu Cai
2025	J	`jnl`	Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting. CoRR Wei Chen, Jiahao Zhang, Haipeng Zhu, Boyan Xu, Zhifeng Hao, Keli Zhang, Junjian Ye, Ruichu Cai
2025	A*	`conf`	Deep Learning for Multivariate Time Series Imputation: A Survey. IJCAI Jun Wang, Wenjie Du, Yiyuan Yang, Linglong Qian, Wei Cao, Keli Zhang, Wenjia Wang, Yuxuan Liang, Qingsong Wen
2025	B	`conf`	Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification. COLING Ruichu Cai, Shengyin Yu, Jiahao Zhang, Wei Chen, Boyan Xu, Keli Zhang
2025	A*	`conf`	ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models. ICML Xinpeng Dong, Min Zhang, Didi Zhu, Ye Jun Jian, Keli Zhang, Aimin Zhou, Fei Wu, Kun Kuang
2025	J	`jnl`	Future Spaceborne Oceanographic Lidar: Exploring the Effects of Large Off-Nadir Angles on Signal Dynamic Range and Depth Aliasing. IEEE Trans. Geosci. Remote. Sens. Peizhi Zhu, Junwu Tang, Xiaoquan Song, Xiaoye Wang, Huixin He, Mingyu Shi, Bingyi Liu, Songhua Wu, Xiaopeng Zhu, Jiqiao Liu, Keli Zhang, Lili Wang
2025	A	`conf`	Heterophilic Graph Neural Networks Optimization with Causal Message-passing. WSDM Botao Wang, Jia Li, Heng Chang, Keli Zhang, Fugee Tsung
2025	J	`jnl`	Human in the Loop Adaptive Optimization for Improved Time Series Forecasting. CoRR Malik Tiomoko, Hamza Cherkaoui, Giuseppe Paolo, Yili Zhang, Yu Meng, Keli Zhang, Hafiz Tiomoko Ali
2025	J	`jnl`	Leveraging Constrained Monte Carlo Tree Search to Generate Reliable Long Chain-of-Thought for Mathematical Reasoning. CoRR Qingwen Lin, Boyan Xu, Zijian Li, Zhifeng Hao, Keli Zhang, Ruichu Cai
2025	J	`jnl`	StateHPs: State Hawkes processes for Granger causal discovery from non-stationary event sequences. Inf. Sci. Yuequn Liu, Guangdong Sun, Ruichu Cai, Zijian Li, Keli Zhang, Lujia Pan, Zhifeng Hao
2025	J	`jnl`	Testing Conditional Independence Between Latent Variables by Independence Residuals. IEEE Trans. Neural Networks Learn. Syst. Zhengming Chen, Jie Qiao, Feng Xie, Ruichu Cai, Zhifeng Hao, Keli Zhang
2024	—	`conf`	Cluster-Aware Causal Discovery Framework for Root Cause Analysis of Base Station Alarms. GLOBECOM (Workshops) Ke Zhang, Xu Zhu, Jiale Zheng, Jie Cao, Keli Zhang, Lujia Pan
2024	—	`conf`	Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation. MICCAI (11) Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng
2024	J	`jnl`	Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation. CoRR Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng
2024	J	`jnl`	Deep Learning for Multivariate Time Series Imputation: A Survey. CoRR Jun Wang, Wenjie Du, Wei Cao, Keli Zhang, Wenjia Wang, Yuxuan Liang, Qingsong Wen
2024	—	`conf`	FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks. MICCAI (11) Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng
2024	J	`jnl`	FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks. CoRR Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng
2024	J	`jnl`	Heterophilic Graph Neural Networks Optimization with Causal Message-passing. CoRR Botao Wang, Jia Li, Heng Chang, Keli Zhang, Fugee Tsung
2024	A*	`conf`	Learning Causal Relations from Subsampled Time Series with Two Time-Slices. ICML Anpeng Wu, Haoxuan Li, Kun Kuang, Keli Zhang, Fei Wu
2024	J	`jnl`	Learning by Doing: An Online Causal Reinforcement Learning Framework with Causal-Aware Policy. CoRR Ruichu Cai, Siyang Huang, Jie Qiao, Wei Chen, Yan Zeng, Keli Zhang, Fuchun Sun, Yang Yu, Zhifeng Hao
2024	C	`conf`	Progress and Prospect: Ocean Color Observation Satellites in China. IGARSS Hongzhi Zhao, Lili Wang, Keli Zhang
2024	J	`jnl`	Rectifying Discrepancies Between GB-SAR Images and Terrain Model Caused by Measurement Deviations in Open-Pit Mines. J. Circuits Syst. Comput. Xiangtian Zheng, Liang Cheng, Zhuang Li, Yifei Yuan, Keli Zhang, Xiaolin Yang, Liangbao Jiao, Jinsong Zhang
2024	J	`jnl`	THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences. IEEE Trans. Neural Networks Learn. Syst. Ruichu Cai, Siyu Wu, Jie Qiao, Zhifeng Hao, Keli Zhang, Xi Zhang
2024	A*	`conf`	TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. AAAI Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao
2024	J	`jnl`	Time-series domain adaptation via sparse associative structure alignment: Learning invariance and variance. Neural Networks Zijian Li, Ruichu Cai, Jiawei Chen, Yuguang Yan, Wei Chen, Keli Zhang, Junjian Ye
2023	J	`jnl`	Hierarchical Topological Ordering with Conditional Independence Test for Limited Time Series. CoRR Anpeng Wu, Haoxuan Li, Kun Kuang, Keli Zhang, Fei Wu
2023	A*	`conf`	Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization. KDD Yunze Tong, Junkun Yuan, Min Zhang, Didi Zhu, Keli Zhang, Fei Wu, Kun Kuang
2023	J	`jnl`	Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization. CoRR Yunze Tong, Junkun Yuan, Min Zhang, Didi Zhu, Keli Zhang, Fei Wu, Kun Kuang
2023	A*	`conf`	Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences. IJCAI Jie Qiao, Ruichu Cai, Siyu Wu, Yu Xiang, Keli Zhang, Zhifeng Hao
2023	J	`jnl`	Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences. CoRR Jie Qiao, Ruichu Cai, Siyu Wu, Yu Xiang, Keli Zhang, Zhifeng Hao
2023	J	`jnl`	TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. CoRR Ruichu Cai, Yuequn Liu, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao
2022	J	`jnl`	Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance. CoRR Zijian Li, Ruichu Cai, Jiawei Chen, Yuguan Yan, Wei Chen, Keli Zhang, Junjian Ye
2021	J	`jnl`	An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks. CoRR Keli Zhang, Marcus Kalander, Min Zhou, Xi Zhang, Junjian Ye
2021	J	`jnl`	THP: Topological Hawkes Processes for Learning Granger Causality on Event Sequences. CoRR Ruichu Cai, Siyu Wu, Jie Qiao, Zhifeng Hao, Keli Zhang, Xi Zhang
2021	A*	`conf`	Time Series Domain Adaptation via Sparse Associative Structure Alignment. AAAI Ruichu Cai, Jiawei Chen, Zijian Li, Wei Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang
2021	J	`jnl`	gCastle: A Python Toolbox for Causal Discovery. CoRR Keli Zhang, Shengyu Zhu, Marcus Kalander, Ignavier Ng, Junjian Ye, Zhitang Chen, Lujia Pan
2020	—	`conf`	An Influence-Based Approach for Root Cause Alarm Discovery in Telecom Networks. ICSOC Workshops Keli Zhang, Marcus Kalander, Min Zhou, Xi Zhang, Junjian Ye
2020	J	`jnl`	Blockchain-based anomaly detection of electricity consumption in smart grids. Pattern Recognit. Lett. Meng Li, Keli Zhang, Jiamou Liu, Hanxiao Gong, Zijian Zhang
2020	J	`jnl`	Mixed Set Domain Adaptation. CoRR Sitong Mao, Keli Zhang, Fu-Lai Chung
2020	J	`jnl`	Time Series Domain Adaptation via Sparse Associative Structure Alignment. CoRR Ruichu Cai, Jiawei Chen, Zijian Li, Wei Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang
2019	J	`jnl`	An Improvement of PAA on Trend-Based Approximation for Time Series. CoRR Chunkai Zhang, Yingyang Chen, Ao Yin, Zhen Qin, Xing Zhang, Keli Zhang, Zoe Lin Jiang
2018	—	`conf`	An Improvement of PAA on Trend-Based Approximation for Time Series. ICA3PP (2) Chunkai Zhang, Yingyang Chen, Ao Yin, Zhen Qin, Xing Zhang, Keli Zhang, Zoe Lin Jiang
2018	J	`jnl`	Integrated Ground-Based SAR Interferometry, Terrestrial Laser Scanner, and Corner Reflector Deformation Experiments. Sensors Xiangtian Zheng, Xiaolin Yang, Haitao Ma, Guiwen Ren, Keli Zhang, Feng Yang, Ce Li
2018	—	`conf`	PPLDEM: A Fast Anomaly Detection Algorithm with Privacy Preserving. ICA3PP (4) Ao Yin, Chunkai Zhang, Zoe Lin Jiang, Yulin Wu, Xing Zhang, Keli Zhang, Xuan Wang
2017	A*	`conf`	An Intelligent Customer Care Assistant System for Large-Scale Cellular Network Diagnosis. KDD Lujia Pan, Jianfeng Zhang, Patrick P. C. Lee, Hong Cheng, Cheng He, Caifeng He, Keli Zhang
2010	C	`conf`	Sampling Survey of Heavy Metal in Soil Using SSSI. SDH Aihua Ma, Jinfeng Wang, Keli Zhang
2008	J	`jnl`	Complexity Reduction for MC-CDMA With MMSEC. IEEE Trans. Veh. Technol. Keli Zhang, Yong Liang Guan, Qinghua Shi
2004	J	`jnl`	Multicarrier channels with non-identical subcarrier fading distributions-analysis and adaptation. IEEE Commun. Lett. Keli Zhang, Zhefeng Song, Yong Liang Guan
2004	J	`jnl`	Performance of Asynchronous MC-CDMA Systems with Maximal Ratio Combining in Frequency-Selective Fading Channels. EURASIP J. Adv. Signal Process. Keli Zhang, Yong Liang Guan
2004	J	`jnl`	Simulation of Nakagami fading channels with arbitrary cross-correlation and fading parameters. IEEE Trans. Wirel. Commun. Keli Zhang, Zhefeng Song, Yong Liang Guan
2002	—	`conf`	Generating correlated Nakagami fading signals with arbitrary correlation and fading parameters. ICC Zhefeng Song, Keli Zhang, Yong Liang Guan
2002	B	`conf`	Statistical adaptive modulation for QAM-OFDM systems. GLOBECOM Zhefeng Song, Keli Zhang, Yong Liang Guan