Chenglin Fan
8 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer
🏆
Grand Slam
🏆
Keyword Champion
(2)
👑
Triple Crown
Conferences
NIPS (3)
AAAI (1)
AISTATS (1)
COLT (1)
ICLR (1)
ICML (1)
Top co-authors
Research topics
Keywords
differential privacy
(3)
approximation error
(2)
algorithm design
(2)
community detection
(1)
posterior distribution
(1)
correlation clustering
(1)
k-median clustering
(1)
clustering algorithm
(1)
online algorithm
(1)
shortest path
(1)
competitive analysis
(1)
privacy guarantee
(1)
graph distance
(1)
facility location problem
(1)
local differential privacy
(1)
sampling algorithm
(1)
approximation ratio
(1)
metric embedding
(1)
privacy-preserving optimization
(1)
dual sampling
(1)
Papers
Learning-Augmented Ski Rental with Discrete Distribution: A Bayesian Approach
AAAI 2026
Learning Augmented Graph $k$-Clustering
COLT 2025
k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy
NIPS 2023
Improved Convergence of Differential Private SGD with Gradient Clipping
ICLR 2023
LSDS++ : Dual Sampling for Accelerated k-means++
ICML 2023
On Facility Location Problem in the Local Differential Privacy Model
AISTATS 2022
Private Graph All-Pairwise-Shortest-Path Distance Release with Improved Error Rate
NIPS 2022
Near-Optimal Correlation Clustering with Privacy
NIPS 2022