Statistical adaptive modulation for QAM-OFDM systems. - Zhefeng Song; Keli Zhang; Yong Liang Guan 001 (GLOBECOM, 2002)

Generating correlated Nakagami fading signals with arbitrary correlation and fading parameters. - Zhefeng Song; Keli Zhang; Yong Liang Guan 001 (ICC, 2002)

Performance of Asynchronous MC-CDMA Systems with Maximal Ratio Combining in Frequency-Selective Fading Channels. - Keli Zhang; Yong Liang Guan 001 (EURASIP J. Adv. Signal Process., 2004)

Multicarrier channels with non-identical subcarrier fading distributions-analysis and adaptation. - Keli Zhang; Zhefeng Song; Yong Liang Guan 001 (IEEE Commun. Lett., 2004)

Simulation of Nakagami fading channels with arbitrary cross-correlation and fading parameters. - Keli Zhang; Zhefeng Song; Yong Liang Guan 001 (IEEE Trans. Wirel. Commun., 2004)

Complexity Reduction for MC-CDMA With MMSEC. - Keli Zhang; Yong Liang Guan 001; Qinghua Shi (IEEE Trans. Veh. Technol., 2008)

Sampling Survey of Heavy Metal in Soil Using SSSI. - Aihua Ma; Jinfeng Wang 001; Keli Zhang (SDH, 2010)

An Intelligent Customer Care Assistant System for Large-Scale Cellular Network Diagnosis. - Lujia Pan; Jianfeng Zhang; Patrick P. C. Lee; Hong Cheng 001; Cheng He; Caifeng He; Keli Zhang (KDD, 2017)

PPLDEM: A Fast Anomaly Detection Algorithm with Privacy Preserving. - Ao Yin; Chunkai Zhang; Zoe Lin Jiang; Yulin Wu 001; Xing Zhang; Keli Zhang; Xuan Wang 002 (ICA3PP (4), 2018)

An Improvement of PAA on Trend-Based Approximation for Time Series. - Chunkai Zhang; Yingyang Chen; Ao Yin; Zhen Qin; Xing Zhang; Keli Zhang; Zoe Lin Jiang (ICA3PP (2), 2018)

Integrated Ground-Based SAR Interferometry, Terrestrial Laser Scanner, and Corner Reflector Deformation Experiments. - Xiangtian Zheng 001; Xiaolin Yang; Haitao Ma; Guiwen Ren; Keli Zhang; Feng Yang 007; Ce Li 002 (Sensors, 2018)

An Influence-Based Approach for Root Cause Alarm Discovery in Telecom Networks. - Keli Zhang; Marcus Kalander; Min Zhou 006; Xi Zhang; Junjian Ye (ICSOC Workshops, 2020)

Mixed Set Domain Adaptation. - Sitong Mao; Keli Zhang; Fu-Lai Chung (CoRR, 2020)

Blockchain-based anomaly detection of electricity consumption in smart grids. - Meng Li 006; Keli Zhang; Jiamou Liu; Hanxiao Gong; Zijian Zhang 001 (Pattern Recognit. Lett., 2020)

Time Series Domain Adaptation via Sparse Associative Structure Alignment. - Ruichu Cai; Jiawei Chen; Zijian Li 001; Wei Chen 103; Keli Zhang; Junjian Ye; Zhuozhang Li; Xiaoyan Yang; Zhenjie Zhang (AAAI, 2021)

THP: Topological Hawkes Processes for Learning Granger Causality on Event Sequences. - Ruichu Cai; Siyu Wu; Jie Qiao; Zhifeng Hao; Keli Zhang; Xi Zhang (CoRR, 2021)

gCastle: A Python Toolbox for Causal Discovery. - Keli Zhang; Shengyu Zhu 001; Marcus Kalander; Ignavier Ng; Junjian Ye; Zhitang Chen; Lujia Pan (CoRR, 2021)

Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance. - Zijian Li 001; Ruichu Cai; Jiawei Chen; Yuguan Yan; Wei Chen 103; Keli Zhang; Junjian Ye (CoRR, 2022)

Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences. - Jie Qiao; Ruichu Cai; Siyu Wu; Yu Xiang; Keli Zhang; Zhifeng Hao (IJCAI, 2023)

Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization. - Yunze Tong; Junkun Yuan; Min Zhang 005; Didi Zhu; Keli Zhang; Fei Wu 001; Kun Kuang (KDD, 2023)

Hierarchical Topological Ordering with Conditional Independence Test for Limited Time Series. - Anpeng Wu; Haoxuan Li 001; Kun Kuang; Keli Zhang; Fei Wu 001 (CoRR, 2023)

TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. - Yuequn Liu; Ruichu Cai; Wei Chen 103; Jie Qiao; Yuguang Yan; Zijian Li 001; Keli Zhang; Zhifeng Hao (AAAI, 2024)

Cluster-Aware Causal Discovery Framework for Root Cause Analysis of Base Station Alarms. - Ke Zhang; Xu Zhu; Jiale Zheng; Jie Cao; Keli Zhang; Lujia Pan (GLOBECOM (Workshops), 2024)

Learning Causal Relations from Subsampled Time Series with Two Time-Slices. - Anpeng Wu; Haoxuan Li 001; Kun Kuang; Keli Zhang; Fei Wu 001 (ICML, 2024)

Progress and Prospect: Ocean Color Observation Satellites in China. - Hongzhi Zhao; Lili Wang; Keli Zhang (IGARSS, 2024)

Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation. - Juzheng Miao; Cheng Chen 013; Keli Zhang; Jie Chuai; Quanzheng Li; Pheng-Ann Heng (MICCAI (11), 2024)

FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks. - Juzheng Miao; Cheng Chen 013; Keli Zhang; Jie Chuai; Quanzheng Li; Pheng-Ann Heng (MICCAI (11), 2024)

Deep Learning for Multivariate Time Series Imputation: A Survey. - Jun Wang; Wenjie Du; Wei Cao; Keli Zhang; Wenjia Wang; Yuxuan Liang; Qingsong Wen (CoRR, 2024)

Learning by Doing: An Online Causal Reinforcement Learning Framework with Causal-Aware Policy. - Ruichu Cai; Siyang Huang; Jie Qiao; Wei Chen; Yan Zeng 002; Keli Zhang; Fuchun Sun 001; Yang Yu; Zhifeng Hao (CoRR, 2024)

Time-series domain adaptation via sparse associative structure alignment: Learning invariance and variance. - Zijian Li 001; Ruichu Cai; Jiawei Chen; Yuguang Yan; Wei Chen 103; Keli Zhang; Junjian Ye (Neural Networks, 2024)

THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences. - Ruichu Cai; Siyu Wu; Jie Qiao; Zhifeng Hao; Keli Zhang; Xi Zhang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Rectifying Discrepancies Between GB-SAR Images and Terrain Model Caused by Measurement Deviations in Open-Pit Mines. - Xiangtian Zheng 001; Liang Cheng 003; Zhuang Li; Yifei Yuan; Keli Zhang; Xiaolin Yang; Liangbao Jiao; Jinsong Zhang (J. Circuits Syst. Comput., 2024)

Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification. - Ruichu Cai; Shengyin Yu; Jiahao Zhang; Wei Chen; Boyan Xu; Keli Zhang (COLING, 2025)

Heterophilic Graph Neural Networks Optimization with Causal Message-passing. - Botao Wang; Jia Li 009; Heng Chang; Keli Zhang; Fugee Tsung (WSDM, 2025)

StateHPs: State Hawkes processes for Granger causal discovery from non-stationary event sequences. - Yuequn Liu; Guangdong Sun; Ruichu Cai; Zijian Li 001; Keli Zhang; Lujia Pan; Zhifeng Hao (Inf. Sci., 2025)

Future Spaceborne Oceanographic Lidar: Exploring the Effects of Large Off-Nadir Angles on Signal Dynamic Range and Depth Aliasing. - Peizhi Zhu; Junwu Tang; Xiaoquan Song; Xiaoye Wang; Huixin He; Mingyu Shi; Bingyi Liu; Songhua Wu; Xiaopeng Zhu; Jiqiao Liu; Keli Zhang; Lili Wang (IEEE Trans. Geosci. Remote. Sens., 2025)

Leveraging Constrained Monte Carlo Tree Search to Generate Reliable Long Chain-of-Thought for Mathematical Reasoning. - Qingwen Lin; Boyan Xu; Zijian Li 001; Zhifeng Hao; Keli Zhang; Ruichu Cai (CoRR, 2025)

Testing Conditional Independence Between Latent Variables by Independence Residuals. - Zhengming Chen; Jie Qiao; Feng Xie 002; Ruichu Cai; Zhifeng Hao; Keli Zhang (IEEE Trans. Neural Networks Learn. Syst., 2025)

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning. - Ruichu Cai; Xi Chen; Jie Qiao; Zijian Li; Yuequn Liu; Wei Chen; Keli Zhang; Jiale Zheng (CoRR, 2025)

Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting. - Wei Chen 103; Jiahao Zhang; Haipeng Zhu; Boyan Xu; Zhifeng Hao; Keli Zhang; Junjian Ye; Ruichu Cai (CoRR, 2025)

CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge. - Lei Zan; Keli Zhang; Ruichu Cai; Lujia Pan (CoRR, 2025)