Chenglin Fan
8 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Interdisciplinary Bridge ยท Bronze
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Grand Slam
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Triple Crown
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(4)
Optimization & Theory
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Security & Privacy
(2)
Differential Privacy
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
differential privacy
(4)
approximation error
(2)
privacy guarantee
(2)
algorithm design
(2)
community detection
(1)
posterior distribution
(1)
bayesian decision making
(1)
correlation clustering
(1)
k-median clustering
(1)
clustering algorithm
(1)
online algorithm
(1)
gradient clipping
(1)
shortest path
(1)
competitive analysis
(1)
graph distance
(1)
facility location problem
(1)
local differential privacy
(1)
sampling algorithm
(1)
utility bound
(1)
approximation ratio
(1)
Papers
Learning-Augmented Ski Rental with Discrete Distribution: A Bayesian Approach
AAAI 2026
Learning Augmented Graph k-Clustering
COLT 2025
Improved Convergence of Differential Private SGD with Gradient Clipping
ICLR 2023
k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy
NeurIPS 2023
LSDS++ : Dual Sampling for Accelerated k-means++
ICML 2023
Near-Optimal Correlation Clustering with Privacy
NeurIPS 2022
On Facility Location Problem in the Local Differential Privacy Model
AISTATS 2022
Private Graph All-Pairwise-Shortest-Path Distance Release with Improved Error Rate
NeurIPS 2022