Youliang Yuan
18 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Artificial Intelligence
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large language model
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benchmark evaluation
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multimodal large language model
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model safety
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ai safety
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prompt engineering
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agent system
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safety alignment
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visual question answering
(2)
adversarial attack
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conversational ai
(1)
responsible ai
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mathematical reasoning
(1)
automated reasoning
(1)
game theory
(1)
instruction following
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adversarial defense
(1)
multimodal learning
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model alignment
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harmful content
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Papers
Curing Miracle Steps in LLM Mathematical Reasoning with Rubric Rewards
ACL 2026
SHAPE: Unifying Safety, Helpfulness and Pedagogy for Educational LLMs
ACL 2026
Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs
ACL 2025
Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing
ACL 2025
Competing Large Language Models in Multi-Agent Gaming Environments
ICLR 2025
Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMs
ACL 2025
Learning to Ask: When LLM Agents Meet Unclear Instruction
EMNLP 2025
Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability
NAACL 2025
On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents
ICML 2025
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training
ACL 2025
ToolSafety: A Comprehensive Dataset for Enhancing Safety in LLM-Based Agent Tool Invocations
EMNLP 2025
VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models
EMNLP 2025
All Languages Matter: On the Multilingual Safety of LLMs
ACL 2024
Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs
EMNLP 2024
Does ChatGPT Know That It Does Not Know? Evaluating the Black-Box Calibration of ChatGPT
COLING 2024
GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher
ICLR 2024
LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models
EMNLP 2024
On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs
ICLR 2024