Sui, Yuan

1. Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
   2023/05/22 by Yuan Sui, Sui, Yuan, Mengyu Zhou +7 · 21 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
2. 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
3. TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning
   2023/12/14 by Sui, Yuan, Zou, Jiaru, Zhou, Mengyu +4 · 7 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. 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
5. 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
6. Evaluating the Paperclip Maximizer: Are RL-Based Language Models More Likely to Pursue Instrumental Goals?
   2025/02/16 by Yufei He, He, Yufei, Yuexin Li +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
7. 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)
8. 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
9. VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents
   2025/06/03 by Tri Cao, Bennett Lim, Cao, Tri +17 · 6 citations
   Computer Science · Psychology · #Advanced Malware Detection Techniques #Psychedelics and Drug Studies
10. 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
11. 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
12. Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
    2025/07/23 by Yun He, He, Yufei, Ruoyu Li +18 · 4 citations
    Computer Science · Engineering · Psychology · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Human-Automation Interaction and Safety
13. Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
    2025/10/04 by Yulin Chen, Chen, Yulin, Haoran Li +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Web Application Security Vulnerabilities