| 2026 | AAAI | CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge. | Lei Zan, Keli Zhang, Ruichu Cai, Lujia Pan |
| 2026 | ACL | SERE: Structural Example Retrieval for Enhancing LLMs in Event Causality Identification. | Zhifeng Hao, Zhongjie Chen, Junhao Lu, Shengyin Yu, Guimin Hu, Keli Zhang, Ruichu Cai, Boyan Xu |
| 2025 | COLING | 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 |
| 2025 | ICML | ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models. | Xinpeng Dong, Min Zhang, Didi Zhu, Ye Jun Jian, Keli Zhang, Aimin Zhou, Fei Wu, Kun Kuang |
| 2025 | IJCAI | Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting. | Wei Chen, Jiahao Zhang, Haipeng Zhu, Boyan Xu, Zhifeng Hao, Keli Zhang, Junjian Ye, Ruichu Cai |
| 2025 | IJCAI | Deep Learning for Multivariate Time Series Imputation: A Survey. | Jun Wang, Wenjie Du, Yiyuan Yang, Linglong Qian, Wei Cao, Keli Zhang, Wenjia Wang, Yuxuan Liang, Qingsong Wen |
| 2025 | WSDM | Heterophilic Graph Neural Networks Optimization with Causal Message-passing. | Botao Wang, Jia Li, Heng Chang, Keli Zhang, Fugee Tsung |
| 2024 | AAAI | TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. | Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao |
| 2024 | GLOBECOM | 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 |
| 2024 | ICML | Learning Causal Relations from Subsampled Time Series with Two Time-Slices. | Anpeng Wu, Haoxuan Li, Kun Kuang, Keli Zhang, Fei Wu |
| 2024 | IGARSS | Progress and Prospect: Ocean Color Observation Satellites in China. | Hongzhi Zhao, Lili Wang, Keli Zhang |
| 2024 | MICCAI | Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation. | Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng |
| 2024 | MICCAI | FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks. | Juzheng Miao, Cheng Chen, Keli Zhang, Jie Chuai, Quanzheng Li, Pheng-Ann Heng |
| 2023 | IJCAI | Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences. | Jie Qiao, Ruichu Cai, Siyu Wu, Yu Xiang, Keli Zhang, Zhifeng Hao |
| 2023 | KDD | Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization. | Yunze Tong, Junkun Yuan, Min Zhang, Didi Zhu, Keli Zhang, Fei Wu, Kun Kuang |
| 2021 | AAAI | Time Series Domain Adaptation via Sparse Associative Structure Alignment. | Ruichu Cai, Jiawei Chen, Zijian Li, Wei Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang |
| 2020 | ICSOC | An Influence-Based Approach for Root Cause Alarm Discovery in Telecom Networks. | Keli Zhang, Marcus Kalander, Min Zhou, Xi Zhang, Junjian Ye |
| 2018 | ICA3PP | PPLDEM: A Fast Anomaly Detection Algorithm with Privacy Preserving. | Ao Yin, Chunkai Zhang, Zoe Lin Jiang, Yulin Wu, Xing Zhang, Keli Zhang, Xuan Wang |
| 2018 | ICA3PP | 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 |
| 2017 | KDD | An Intelligent Customer Care Assistant System for Large-Scale Cellular Network Diagnosis. | Lujia Pan, Jianfeng Zhang, Patrick P. C. Lee, Hong Cheng, Cheng He, Caifeng He, Keli Zhang |
| 2010 | SDH | Sampling Survey of Heavy Metal in Soil Using SSSI. | Aihua Ma, Jinfeng Wang, Keli Zhang |
| 2002 | GLOBECOM | Statistical adaptive modulation for QAM-OFDM systems. | Zhefeng Song, Keli Zhang, Yong Liang Guan |