Fang, Guanhua

13 publications

JMLR 2025 On Non-Asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes Zhiheng Chen, Guanhua Fang, Wen Yu

ICML 2025 Residual TPP: A Unified Lightweight Approach for Event Stream Data Analysis Ruoxin Yuan, Guanhua Fang

NeurIPS 2024 On Provable Privacy Vulnerabilities of Graph Representations Ruofan Wu, Guanhua Fang, Mingyang Zhang, Qiying Pan, Tengfei Liu, Weiqiang Wang

UAI 2023 Copula for Instance-Wise Feature Selection and Rank Hanyu Peng, Guanhua Fang, Ping Li

AISTATS 2023 Piecewise Stationary Bandits Under Risk Criteria Sujay Bhatt, Guanhua Fang, Ping Li

ICML 2023 Regression with Label Permutation in Generalized Linear Model Guanhua Fang, Ping Li

ICML 2022 Minimax M-Estimation Under Adversarial Contamination Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky

ICML 2022 Nearly Optimal Catoni’s M-Estimator for Infinite Variance Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky

UAI 2022 Offline Change Detection Under Contamination Sujay Bhatt, Guanhua Fang, Ping Li

NeurIPS 2021 A Note on Sparse Generalized Eigenvalue Problem Yunfeng Cai, Guanhua Fang, Ping Li

UAI 2021 Efficient Greedy Coordinate Descent via Variable Partitioning Huang Fang, Guanhua Fang, Tan Yu, Ping Li

ICML 2021 On Estimation in Latent Variable Models Guanhua Fang, Ping Li

ICML 2021 On Variational Inference in Biclustering Models Guanhua Fang, Ping Li