Chunlai Zhou
10 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24)
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Topic Evolution
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Century Club Β· Bronze
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Renaissance Researcher
(7)
ποΈ
Keyword Collector
(52)
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Application Areas
(4)
Bayesian & Probabilistic
(4)
Security & Privacy
(3)
Core AI
(3)
Differential Privacy
(3)
Learning Types
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Keywords
differential privacy
(4)
belief function
(3)
membership inference attack
(2)
large language model
(2)
image restoration
(1)
decision making
(1)
contrastive learning
(1)
question answering
(1)
offline reinforcement learning
(1)
text generation
(1)
adaptive learning
(1)
constrained optimization
(1)
hypothesis testing
(1)
belief revision
(1)
semantic similarity
(1)
in-context learning
(1)
local privacy
(1)
knowledge graph
(1)
decision transformer
(1)
mutual information maximization
(1)
Papers
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering
EMNLP 2025
Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning
ICML 2025
Generate Synthetic Text Approximating the Private Distribution with Differential Privacy
IJCAI 2024
Locally Differentially Private In-Context Learning
COLING 2024
Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring
AAAI 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment
AAAI 2024
Two Views of Constrained Differential Privacy: Belief Revision and Update
AAAI 2023
Local Differential Privacy for Belief Functions
AAAI 2022
A Savage-style Utility Theory for Belief Functions
IJCAI 2018
Plato's Cave in the Dempster-Shafer land--the Link between Pignistic and Plausibility Transformations
IJCAI 2017