Yuanjie Shi
8 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (4)
UAI (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
prediction set
(5)
uncertainty quantification
(5)
conformal prediction
(5)
text summarization
(1)
privacy-preserving learning
(1)
importance weighting
(1)
coverage probability
(1)
probabilistic robustness
(1)
ordinal classification
(1)
data scarcity
(1)
local training
(1)
minimum-length covering
(1)
class-wise coverage
(1)
federated learning
(1)
label rank calibration
(1)
learning theory
(1)
adversarial robustness
(1)
Papers
Cost-Sensitive Conformal Training with Provably Controllable Learning Bounds
AAAI 2026
Minimum-Length Conformal Prediction Sets for Ordinal Classification
AAAI 2026
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
Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
ICML 2025
Federated Rényi Fair Inference in Federated Heterogeneous System
UAI 2025
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
NIPS 2024
Probabilistically robust conformal prediction
UAI 2023