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Peilin Zhong

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 8:46 PM AMS

12

papers

84

total citations

papers (12)

Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank

NEURIPS 2022arXiv

PolySketchFormer: Fast Transformers via Sketching Polynomial Kernels

Nested Learning: The Illusion of Deep Learning Architectures

NEURIPS 2025arXiv

Addax: Utilizing Zeroth-Order Gradients to Improve Memory Efficiency and Performance of SGD for Fine-Tuning Language Models

Near-Optimal $k$-Clustering in the Sliding Window Model

NEURIPS 2023arXiv

MS-SSM: A Multi-Scale State Space Model for Efficient Sequence Modeling

Perturb-and-Project: Differentially Private Similarities and Marginals

High-Dimensional Geometric Streaming for Nearly Low Rank Data

Planning with General Objective Functions: Going Beyond Total Rewards

Stars: Tera-Scale Graph Building for Clustering and Learning

$k$-Means Clustering with Distance-Based Privacy

Near-Optimal Private and Scalable $k$-Clustering