Jiannan Guan
3 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
❓
The Questioner
Conferences
AAAI (2)
COLING (1)
Top co-authors
Keywords
natural language processing
(1)
text classification
(1)
chain-of-thought reasoning
(1)
token efficiency
(1)
soft label
(1)
dynamic reasoning
(1)
large language model
(1)
attention entropy
(1)
personality detection
(1)
multi-solution task
(1)
boundary preservation
(1)
mb ti personality
(1)
adaptive reward
(1)
reasoning overconfidence
(1)
cognitive rigidity
(1)
Papers
Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models
AAAI 2026
Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
AAAI 2026
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
COLING 2025