Pengyi Shi
6 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(16)
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Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
demographic parity
(2)
predictive modeling
(2)
time series clustering
(1)
primal-dual optimization
(1)
time series generation
(1)
constrained optimization
(1)
fair classification
(1)
constraint satisfaction
(1)
stochastic process
(1)
domain knowledge
(1)
confusion matrix
(1)
regret bound
(1)
online algorithm
(1)
fairness metric
(1)
variational autoencoder
(1)
logic reasoning
(1)
fairness constraint
(1)
fair representation learning
(1)
latent feature
(1)
error accumulation
(1)
Papers
Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining
AAAI 2026
Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning
AISTATS 2024
Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management
AAAI 2024
Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow
AAAI 2024
Group-Aware Threshold Adaptation for Fair Classification
AAAI 2022
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints
NeurIPS 2021