Xie, Sihong

16 publications

AAAI 2025 Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs Xiaqiang Tang, Jian Li, Nan Du, Sihong Xie

UAI 2025 Budget Allocation Exploiting Label Correlation Between Instances Adithya Kulkarni, Mohna Chakraborty, Sihong Xie, Qi Li

ICLR 2025 Explanations of GNN on Evolving Graphs via Axiomatic Layer Edges Yazheng Liu, Sihong Xie

NeurIPS 2025 Robust Explanations of Graph Neural Networks via Graph Curvatures Yazheng Liu, Xi Zhang, Sihong Xie, Hui Xiong

ICLR 2025 Wasserstein-Regularized Conformal Prediction Under General Distribution Shift Rui Xu, Chao Chen, Yue Sun, Parvathinathan Venkitasubramaniam, Sihong Xie

NeurIPS 2024 Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning Yuefei Lyu, Chaozhuo Li, Sihong Xie, Xi Zhang

NeurIPS 2024 Linear Uncertainty Quantification of Graphical Model Inference Chenghua Guo, Han Yu, Jiaxin Liu, Chao Chen, Qi Li, Sihong Xie, Xi Zhang

NeurIPS 2024 Training for Stable Explanation for Free Chao Chen, Chenghua Guo, Rufeng Chen, Guixiang Ma, Ming Zeng, Xiangwen Liao, Xi Zhang, Sihong Xie

ICLR 2023 A Differential Geometric View and Explainability of GNN on Evolving Graphs Yazheng Liu, Xi Zhang, Sihong Xie

UAI 2023 Optimal Budget Allocation for Crowdsourcing Labels for Graphs Adithya Kulkarni, Mohna Chakraborty, Sihong Xie, Qi Li

ICMLW 2023 Robust Ranking Explanations Chao Chen, Chenghua Guo, Guixiang Ma, Ming Zeng, Xi Zhang, Sihong Xie

AAAI 2018 Dual Attention Network for Product Compatibility and Function Satisfiability Analysis Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu

ECML-PKDD 2017 Rethinking Unsupervised Feature Selection: From Pseudo Labels to Pseudo Must-Links Xiaokai Wei, Sihong Xie, Bokai Cao, Philip S. Yu

IJCAI 2017 SEVEN: Deep Semi-Supervised Verification Networks Vahid Noroozi, Lei Zheng, Sara Bahaadini, Sihong Xie, Philip S. Yu

IJCAI 2016 Item Recommendation for Emerging Online Businesses Chun-Ta Lu, Sihong Xie, Weixiang Shao, Lifang He, Philip S. Yu

ECML-PKDD 2010 Efficient and Numerically Stable Sparse Learning Sihong Xie, Wei Fan, Olivier Verscheure, Jiangtao Ren