Tianshu Chu
7 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Application Areas
(3)
Deep Learning
(2)
Security & Privacy
(2)
Learning Types
(2)
Models
(2)
Optimization & Theory
(2)
Privacy
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Domain-Specific
(1)
Keywords
contextual integrity
(4)
large language model
(3)
privacy compliance
(2)
legal compliance
(2)
weakly supervised learning
(1)
contextual reasoning
(1)
multi-task learning
(1)
ai safety
(1)
medical imaging
(1)
lesion segmentation
(1)
markov decision process
(1)
decentralized control
(1)
safety benchmark
(1)
computed tomography
(1)
model safety
(1)
communication protocol
(1)
traffic signal control
(1)
llm safety
(1)
vulnerability analysis
(1)
sample complexity
(1)
Papers
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning
EMNLP 2025
MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol
EMNLP 2025
PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance
ACL 2025
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory
NAACL 2025
SPABA: A Single-Loop and Probabilistic Stochastic Bilevel Algorithm Achieving Optimal Sample Complexity
ICML 2024
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning
MIDL 2021
Multi-agent Reinforcement Learning for Networked System Control
ICLR 2020