Zhixin Zhou
14 papers · 2019–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(4)
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Grand Slam
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Research topics
Machine Learning
(13)
Optimization & Theory
(9)
Core Methods
(8)
Learning Types
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Bayesian & Probabilistic
(2)
Mathematics
(2)
Computer Science
(1)
Natural Language Processing
(1)
Application Areas
(1)
Keywords
conformal prediction
(7)
uncertainty quantification
(4)
prediction interval
(4)
spectral clustering
(3)
prediction set
(3)
quantile regression
(2)
graph neural network
(2)
coverage guarantee
(2)
node classification
(2)
stochastic block model
(2)
maximum inner product search
(2)
community detection
(2)
matrix completion
(1)
multi-class classification
(1)
network analysis
(1)
minimax optimality
(1)
model uncertainty
(1)
markov chain monte carlo
(1)
k-means clustering
(1)
information diffusion
(1)
Papers
Fast Conformal Prediction Using Conditional Interquantile Intervals
AAAI 2026
Conformalized Interval Arithmetic with Symmetric Calibration
AAAI 2025
Conformal Thresholded Intervals for Efficient Regression
AAAI 2025
Conformity Score Averaging for Classification
ICML 2025
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability
ICML 2025
Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training
AAAI 2025
Residual Reweighted Conformal Prediction for Graph Neural Networks
UAI 2025
Statistical Guarantees for Consensus Clustering
ICLR 2023
Principal Subspace Estimation Under Information Diffusion
AISTATS 2021
Rate-Optimal Subspace Estimation on Random Graphs
NeurIPS 2021
Optimal Bipartite Network Clustering
JMLR 2020
Analysis of spectral clustering algorithms for community detection: the general bipartite setting
JMLR 2019
MΓΆbius Transformation for Fast Inner Product Search on Graph
NeurIPS 2019
On Efficient Retrieval of Top Similarity Vectors
EMNLP 2019