Guanhua Fang
13 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (12)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π€
Dynamic Duo
(10)
ποΈ
Keyword Collector
(70)
π
Century Club
(13)
π₯
Unstoppable
(5)
Conferences
ICML (6)
UAI (3)
NIPS (2)
AISTATS (1)
JMLR (1)
Top co-authors
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 Catoniβs 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