Ruiqi Guo
15 papers · 2013–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (7) π Conference Polyglot (5) π Academic Marathon (10) πΊοΈ Taxonomy Completionist (25)
πΊοΈ
Taxonomy Completionist
(25)
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Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
π€
Dynamic Duo
(14)
π
Trend Setter
π
Conference Pioneer
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(54)
π
Century Club
(15)
Conferences
NIPS (5)
AISTATS (4)
ICCV (2)
ICLR (2)
ICML (2)
Top co-authors
Keywords
vector quantization
(3)
nearest neighbor search
(3)
approximate nearest neighbor
(3)
gaussian mechanism
(2)
stochastic gradient descent
(2)
k-nearest neighbor
(2)
information retrieval
(2)
maximum inner product search
(2)
binary hashing
(2)
image retrieval
(1)
orthogonal projection
(1)
similarity search
(1)
dimensionality reduction
(1)
hamming distance
(1)
language modeling
(1)
kronecker product
(1)
metric learning
(1)
nearest neighbor classification
(1)
question answering
(1)
minimum description length
(1)
Papers
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
ICLR 2023
SOAR: Improved Indexing for Approximate Nearest Neighbor Search
NIPS 2023
Automating Nearest Neighbor Search Configuration with Constrained Optimization
ICLR 2023
Decoupled Context Processing for Context Augmented Language Modeling
NIPS 2022
TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s
NIPS 2022
Efficient Training of Retrieval Models using Negative Cache
NIPS 2021
Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy
AISTATS 2020
Accelerating Large-Scale Inference with Anisotropic Vector Quantization
ICML 2020
Optimal Noise-Adding Mechanism in Additive Differential Privacy
AISTATS 2019
Multiscale Quantization for Fast Similarity Search
NIPS 2017
Fast Classification with Binary Prototypes
AISTATS 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