| 2025 | ICML | Residual TPP: A Unified Lightweight Approach for Event Stream Data Analysis. | Ruoxin Yuan, Guanhua Fang |
| 2023 | AISTATS | Piecewise Stationary Bandits under Risk Criteria. | Sujay Bhatt, Guanhua Fang, Ping Li |
| 2023 | ICML | Regression with Label Permutation in Generalized Linear Model. | Guanhua Fang, Ping Li |
| 2023 | UAI | Copula for Instance-wise Feature Selection and Rank. | Hanyu Peng, Guanhua Fang, Ping Li |
| 2022 | ICML | Minimax M-estimation under Adversarial Contamination. | Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky |
| 2022 | ICML | Nearly Optimal Catoni's M-estimator for Infinite Variance. | Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky |
| 2022 | ISIT | Sensitivity of Under-Determined Linear System. | Yunfeng Cai, Guanhua Fang, Ping Li |
| 2022 | ITW | Regret Analysis for RL using Renewal Bandit Feedback. | Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky |
| 2022 | UAI | Offline change detection under contamination. | Sujay Bhatt, Guanhua Fang, Ping Li |
| 2021 | ICML | On Estimation in Latent Variable Models. | Guanhua Fang, Ping Li |
| 2021 | ICML | On Variational Inference in Biclustering Models. | Guanhua Fang, Ping Li |
| 2021 | UAI | Efficient greedy coordinate descent via variable partitioning. | Huang Fang, Guanhua Fang, Tan Yu, Ping Li |