Pengyi Shi
6 papers · 2021–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (4)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
demographic parity
(2)
predictive modeling
(2)
primal-dual optimization
(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)
time-series clustering
(1)
error accumulation
(1)
stochastic linear bandit
(1)
Papers
Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining
AAAI 2026
Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow
AAAI 2024
Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management
AAAI 2024
Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning
AISTATS 2024
Group-Aware Threshold Adaptation for Fair Classification
AAAI 2022
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints
NIPS 2021