He, Yufei

1. GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner
   2023/04/10 by Zhenyu Hou, Hou, Zhenyu, Yufei He +11 · 15 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
2. GuardReasoner: Towards Reasoning-based LLM Safeguards
   2025/01/30 by Yue Liu, Hongcheng Gao, Liu, Yue +15 · 22 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs
   2024/02/21 by Yufei He, He, Yufei, Sui, Yuan +2 · 11 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling
4. Efficient Inference for Large Reasoning Models: A Survey
   2025/03/29 by Liu, Yue, Wu, Jiaying, He, Yufei +11 · 18 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Safety in Large Reasoning Models: A Survey
   2025/04/24 by Wang, Cheng, Liu, Yue, Bi, Baolong +9 · 20 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Can Indirect Prompt Injection Attacks Be Detected and Removed?
   2025/02/23 by Chen, Yulin, Li, Haoran, Sui, Yuan +4 · 13 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
7. FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering
   2024/05/22 by Sui, Yuan, He, Yufei, Liu, Nian +3 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. FlowReasoner: Reinforcing Query-Level Meta-Agents
   2025/04/21 by Gao, Hongcheng, Liu, Yue, He, Yufei +6 · 11 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
9. Evaluating the Paperclip Maximizer: Are RL-Based Language Models More Likely to Pursue Instrumental Goals?
   2025/02/16 by Yufei He, Yuexin Li, He, Yufei +9 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
10. Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models
    2025/02/27 by Sui, Yuan, He, Yufei, Cao, Tri +3 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering
    2024/10/10 by Yuan Sui, Sui, Yuan, He, Yufei +2 · 5 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Semantic Web and Ontologies
12. MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
    2025/05/26 by Hui Chen, Miao Xiong, Chen, Hui +17 · 6 citations
    Computer Science · #Machine Learning and Data Classification
13. UniGraph2: Learning a Unified Embedding Space to Bind Multimodal Graphs
    2025/02/02 by Yufei He, Yuan Sui, He, Yufei +9 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Text and Document Classification Technologies
14. EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
    2025/10/15 by Yun He, Juncheng Liu, He, Yufei +12 · 4 citations
    Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications
15. Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction
    2025/04/29 by Chen, Yulin, Li, Haoran, Sui, Yuan +4 · 5 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
16. Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-training
    2024/07/04 by Yufei He, Zhenyu Hou, He, Yufei +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning and Data Classification
17. Efficient Reasoning via Chain of Unconscious Thought
    2025/05/26 by Gong, Ruihan, Yue Liu, Wenjie Qu +23 · 2 citations
    Computer Science · #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences
18. Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
    2025/07/23 by Yun He, Ruoyu Li, He, Yufei +18 · 4 citations
    Computer Science · Engineering · Psychology · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Human-Automation Interaction and Safety