Gemini: A Novel and Universal Heterogeneous Graph Information Fusing Framework for Online Recommendations. - Jixing Xu; Zhenlong Zhu; Jianxin Zhao; Xuanye Liu; Minghui Shan; Jiecheng Guo (KDD, 2020)

GCF: Generalized Causal Forest for Heterogeneous Treatment Effect Estimation in Online Marketplace. - Shu Wan 002; Chen Zheng; Zhonggen Sun; Mengfan Xu; Xiaoqing Yang; Hongtu Zhu; Jiecheng Guo (CoRR, 2022)

Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation. - Minqin Zhu; Anpeng Wu; Haoxuan Li 001; Ruoxuan Xiong; Bo Li 064; Xiaoqing Yang; Xuan Qin; Peng Zhen 001; Jiecheng Guo; Fei Wu 001; Kun Kuang (AAAI, 2024)

Weather-Conditioned Multi-graph Network for Ride-Hailing Demand Forecasting. - Mengjin Liu; Yuxin Zuo; Yang Luo; Daiqiang Wu; Peng Zhen 001; Jiecheng Guo; Xiaofeng Gao 001 (ICSOC (2), 2024)

Rethinking Order Dispatching in Online Ride-Hailing Platforms. - Zhaoxing Yang; Haiming Jin; Guiyun Fan; Min Lu 004; Yiran Liu; Xinlang Yue; Hao Pan; Zhe Xu 003; Guobin Wu 001; Qun Li; Xiaotong Wang; Jiecheng Guo (KDD, 2024)

Estimating Long-term Heterogeneous Dose-response Curve: Generalization Bound Leveraging Optimal Transport Weights. - Zeqin Yang; Weilin Chen 001; Ruichu Cai; Yuguang Yan; Zhifeng Hao; Zhipeng Yu; Zhichao Zou; Zhen Peng; Jiecheng Guo (CoRR, 2024)

Long-term causal effects estimation via latent surrogates representation learning. - Ruichu Cai; Weilin Chen 001; Zeqin Yang; Shu Wan 002; Chen Zheng; Xiaoqing Yang; Jiecheng Guo (Neural Networks, 2024)

DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data. - Jiaqi Yang; Enming Liang; Zicheng Su; Zhichao Zou; Peng Zhen 001; Jiecheng Guo; Wanjing Ma; Kun An (AAAI, 2025)

Treatment Effect Estimation for Exponential Family Outcomes using Neural Networks with Targeted Regularization. - Jiahong Li; Zeqin Yang; Jiayi Dan; Jixing Xu; Zhichao Zou; Peng Zhen 001; Jiecheng Guo (CoRR, 2025)

The Estimation of Continual Causal Effect for Dataset Shifting Streams. - Baining Chen; Yiming Zhang; Yuqiao Han; Ruyue Zhang; Ruihuan Du; Zhishuo Zhou; Zhengdan Zhu; Xun Liu; Jiecheng Guo (CoRR, 2025)

Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning. - Ruichu Cai; Junjie Wan; Weilin Chen 001; Zeqin Yang; Zijian Li 001; Peng Zhen 001; Jiecheng Guo (CoRR, 2025)