Junze Yin
10 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (16) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (10) π Renaissance Researcher (6)
π
Conference Polyglot
(5)
π
Century Club
(10)
β‘
Prolific Year
(6)
Conferences
AISTATS (3)
ICLR (2)
ICML (2)
UAI (2)
ACL (1)
Top co-authors
Keywords
large language model
(2)
vocabulary expansion
(1)
low-rank approximation
(1)
kernel regression
(1)
kernel matrix
(1)
low-rank matrix
(1)
determinantal point process
(1)
matrix sketching
(1)
recommender system
(1)
matrix multiplication
(1)
sampling algorithm
(1)
ndpp sampling
(1)
matrix exponential
(1)
regression problem
(1)
sketching algorithm
(1)
linfinity guarantee
(1)
dense sketching matrix
(1)
oblivious coordinate-wise embedding
(1)
matrix regression
(1)
embedding compression
(1)
Papers
Dynamic Maintenance of Kernel Density Estimation Data Structure: From Practice to Theory
UAI 2025
Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation
ICLR 2025
Binary Hypothesis Testing for Softmax Models and Leverage Score Models
ICML 2025
A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time
UAI 2025
CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems
ACL 2025
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression
AISTATS 2025
Solving Attention Kernel Regression Problem via Pre-conditioner
AISTATS 2024
Fast Dynamic Sampling for Determinantal Point Processes
AISTATS 2024
Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time
ICLR 2024
A Nearly-Optimal Bound for Fast Regression with $\ell_β$ Guarantee
ICML 2023