Shujin Wu
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
reinforcement learning
(3)
supervised fine-tuning
(2)
reasoning chain
(2)
hallucination mitigation
(2)
confidence calibration
(2)
large language model
(2)
multimodal large language model
(1)
multimodal reasoning
(1)
knowledge boundary
(1)
human-ai interaction
(1)
multi-turn conversation
(1)
contrastive preference optimization
(1)
proactive engagement
(1)
self-reflective rationale
(1)
conditional reinforcement learning
(1)
language model trustworthiness
(1)
self-rewarding signal
(1)
contrastive learning
(1)
self-reflective reasoning
(1)
uncertainty quantification
(1)
Papers
Aligning LLMs with Individual Preferences via Interaction
COLING 2025
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
ACL 2025
MACAROON: Training Vision-Language Models To Be Your Engaged Partners
EMNLP 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
EMNLP 2024