Luyao Niu
12 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (12)
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
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Research topics
Artificial Intelligence
(11)
Core AI
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Machine Learning
(8)
Deep Learning
(5)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(4)
Natural Language Processing
(3)
Application Areas
(3)
Resources & Methods
(3)
Optimization & Theory · Machine Learning
(2)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(8)
safety alignment
(3)
jailbreak attack
(3)
adversarial learning
(3)
knowledge distillation
(2)
instruction tuning
(2)
adversarial attack
(2)
llm safety
(2)
decoding strategy
(2)
backdoor attack
(2)
chain-of-thought reasoning
(2)
gaussian process
(1)
harmful content
(1)
direct preference optimization
(1)
model safety
(1)
adversarial training
(1)
model robustness
(1)
supervised fine-tuning
(1)
safety evaluation
(1)
social network
(1)
Papers
BadScientist: Can a Research Agent Write Convincing but Unsound Papers that Fool LLM Reviewers?
ACL 2026
Temporal Sampling for Forgotten Reasoning in LLMs
ACL 2026
ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates
AAAI 2025
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
ICLR 2025
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
ACL 2025
Small Models Struggle to Learn from Strong Reasoners
ACL 2025
Stronger Models are Not Always Stronger Teachers for Instruction Tuning
NAACL 2025
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs
ACL 2024
CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models
EMNLP 2024
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
ACL 2024
FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning
NeurIPS 2023
Learning Dissemination Strategies for External Sources in Opinion Dynamic Models with Cognitive Biases
IJCAI 2023