Xianjun Yang
21 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Artificial Intelligence
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Deep Learning
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large language model
(10)
zero-shot learning
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few-shot learning
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text classification
(3)
large language model detection
(2)
ai safety
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safety alignment
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ai-generated text detection
(2)
binary classification
(1)
document-level extraction
(1)
image generation
(1)
information extraction
(1)
ai-generated content
(1)
named entity recognition
(1)
adversarial learning
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video understanding
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text-to-image synthesis
(1)
privacy preservation
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code generation
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domain adaptation
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Papers
Hallucination as a Computational Boundary: A Hierarchy of Inevitability and the Oracle Escape
AAAI 2026
Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding
ICCV 2025
CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy
NAACL 2025
MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
ICML 2025
Position Really Matters: Towards a Holistic Approach for Prompt Tuning
NAACL 2025
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning
AAAI 2025
Weak-to-Strong Jailbreaking on Large Language Models
ICML 2025
A Survey on Detection of LLMs-Generated Content
EMNLP 2024
DALD: Improving Logits-based Detector without Logits from Black-box LLMs
NeurIPS 2024
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
ICLR 2024
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
ICLR 2024
Large Language Models Can Be Contextual Privacy Protection Learners
EMNLP 2024
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate
EMNLP 2024
Navigating the OverKill in Large Language Models
ACL 2024
Position: A Safe Harbor for AI Evaluation and Red Teaming
ICML 2024
TrustAgent: Towards Safe and Trustworthy LLM-based Agents
EMNLP 2024
Few-Shot Document-Level Event Argument Extraction
ACL 2023
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation
NeurIPS 2023
OASum: Large-Scale Open Domain Aspect-based Summarization
ACL 2023
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval
ICML 2023
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text
EMNLP 2022