Ruiqi Guo
15 papers · 2013–2023 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
π€
Dynamic Duo
(14)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(63)
Top co-authors
Research topics
Machine Learning
(11)
Application Areas
(11)
Core Methods
(6)
Computer Science
(5)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Applications
(3)
Foundations
(3)
Optimization
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Learning Types
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Keywords
nearest neighbor search
(4)
vector quantization
(3)
approximate nearest neighbor
(3)
information retrieval
(2)
binary hashing
(2)
k-nearest neighbor
(2)
stochastic gradient descent
(2)
maximum inner product search
(2)
gaussian mechanism
(2)
similarity search
(1)
orthogonal projection
(1)
language modeling
(1)
constrained optimization
(1)
metric learning
(1)
transformer architecture
(1)
nearest neighbor classification
(1)
question answering
(1)
minimum description length
(1)
prototype learning
(1)
hamming distance
(1)
Papers
Automating Nearest Neighbor Search Configuration with Constrained Optimization
ICLR 2023
SOAR: Improved Indexing for Approximate Nearest Neighbor Search
NeurIPS 2023
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
ICLR 2023
Decoupled Context Processing for Context Augmented Language Modeling
NeurIPS 2022
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s
NeurIPS 2022
Efficient Training of Retrieval Models using Negative Cache
NeurIPS 2021
Accelerating Large-Scale Inference with Anisotropic Vector Quantization
ICML 2020
Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy
AISTATS 2020
Optimal Noise-Adding Mechanism in Additive Differential Privacy
AISTATS 2019
Fast Classification with Binary Prototypes
AISTATS 2017
Multiscale Quantization for Fast Similarity Search
NeurIPS 2017
Stochastic Generative Hashing
ICML 2017
Quantization based Fast Inner Product Search
AISTATS 2016
Fast Orthogonal Projection Based on Kronecker Product
ICCV 2015
Support Surface Prediction in Indoor Scenes
ICCV 2013