Yuanjie Shi
9 papers · 2023–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
conformal prediction
(7)
uncertainty quantification
(6)
prediction set
(5)
federated learning
(3)
importance weighting
(2)
deep classifier
(1)
bilevel optimization
(1)
statistical heterogeneity
(1)
coverage probability
(1)
probabilistic robustness
(1)
fairness regularization
(1)
learning bound
(1)
ordinal classification
(1)
data scarcity
(1)
local training
(1)
marginal coverage
(1)
prediction set size
(1)
system heterogeneity
(1)
renyi correlation
(1)
minimum-length covering
(1)
Papers
Cost-Sensitive Conformal Training with Provably Controllable Learning Bounds
AAAI 2026
Minimum-Length Conformal Prediction Sets for Ordinal Classification
AAAI 2026
Valid and Efficient Uncertainty Quantification for Federated Joint Shift
UAI 2026
Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
ICML 2025
Federated Rényi Fair Inference in Federated Heterogeneous System
UAI 2025
FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization
AAAI 2025
Reliable Uncertainty Quantification in Machine Learning via Conformal Prediction
AAAI 2025
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
NeurIPS 2024
Probabilistically robust conformal prediction
UAI 2023