Guanhua Fang

13 papers · 2021–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) 🤝 Dynamic Duo (10) 🗃️ Keyword Collector (70) 💎 Century Club (13) 🔥 Unstoppable (5)

Conferences

ICML (6) UAI (3) NIPS (2) AISTATS (1) JMLR (1)

Top co-authors

Ping Li (10) Sujay Bhatt (4) Gennady Samorodnitsky (2) Qiying Pan (1) Yunfeng Cai (1) Ruoxin Yuan (1) Ruofan Wu (1) Tan Yu (1) Tengfei LIU (1) Mingyang Zhang (1)

Research topics

Keywords

robust estimation (2) parameter estimation (2) statistical inference (1) variational inference (1) principal component analysis (1) change detection (1) graph representation learning (1) generalization error (1) robust statistics (1) sample complexity (1) graph representation (1) maximum likelihood (1) time series (1) gradient descent (1) canonical correlation analysis (1) probabilistic modeling (1) fisher discriminant analysis (1) minimax estimation (1) statistical estimation (1) differential privacy (1)

Papers

Residual TPP: A Unified Lightweight Approach for Event Stream Data Analysis ICML 2025

On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes JMLR 2025

On provable privacy vulnerabilities of graph representations NIPS 2024

Regression with Label Permutation in Generalized Linear Model ICML 2023

Piecewise Stationary Bandits under Risk Criteria AISTATS 2023

Copula for Instance-wise Feature Selection and Rank UAI 2023

Nearly Optimal Catoni’s M-estimator for Infinite Variance ICML 2022

Minimax M-estimation under Adversarial Contamination ICML 2022

Offline change detection under contamination UAI 2022

On Variational Inference in Biclustering Models ICML 2021

Efficient greedy coordinate descent via variable partitioning UAI 2021

On Estimation in Latent Variable Models ICML 2021

A Note on Sparse Generalized Eigenvalue Problem NIPS 2021