Zhenjiang Mao
3 papers · 2024–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
ACL (2)
L4DC (1)
Top co-authors
Keywords
uncertainty quantification
(2)
chain-of-thought reasoning
(1)
confidence calibration
(1)
distribution shift
(1)
uncertainty estimation
(1)
chain-of-thought prompting
(1)
reasoning evaluation
(1)
conformal inference
(1)
large language model
(1)
signal temporal logic
(1)
robustness score
(1)
safety prediction
(1)
tool-use agent
(1)
generative world model
(1)
image-controlled autonomy
(1)
confidence trajectory
(1)
action-level confidence
(1)
trajectory-level analysis
(1)
Papers
Thesis Proposal: When Does an Agent Know It Is Lost? Confidence Trajectory Analysis for Tool-Using LLMs
ACL 2026
Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic
ACL 2025
How safe am I given what I see? Calibrated prediction of safety chances for image-controlled autonomy
L4DC 2024