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Chen, Yulin

  1. Enhancing Chat Language Models by Scaling High-quality Instructional Conversations
    2023/05/23 by Ning Ding, Ding, Ning, Yulin Chen +15 · 150 citations
    Computer Science · #Topic Modeling #Text Readability and Simplification #Natural Language Processing Techniques
  2. Few-NERD: A Few-Shot Named Entity Recognition Dataset
    2021/05/16 by Ning Ding, Ding, Ning, Guangwei Xu +13 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  3. Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification
    2025/04/07 by Anqi Zhang, Zhang, Anqi, Yulin Chen +11 · 48 citations
    Computer Science · #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning #Advanced Graph Neural Networks
  4. Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models
    2022/03/14 by Ding, Ning, Qin, Yujia, Yang, Guang +17 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Sparse Low-rank Adaptation of Pre-trained Language Models
    2023/11/20 by Ning Ding, Xingtai Lv, Ding, Ning +11 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech Recognition and Synthesis
  6. OpenPrompt: An Open-source Framework for Prompt-learning
    2021/11/03 by Ning Ding, Shengding Hu, Ding, Ning +11 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  7. GuardReasoner: Towards Reasoning-based LLM Safeguards
    2025/01/30 by Yue Liu, Liu, Yue, Hongcheng Gao +15 · 28 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)
  8. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction
    2022/11/14 by Xiaozhi Wang, Wang, Xiaozhi, Yulin Chen +21 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. Privacy in Large Language Models: Attacks, Defenses and Future Directions
    2023/10/16 by Li, Haoran, Chen, Yulin, Luo, Jinglong +9 · 11 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  10. Defense Against Prompt Injection Attack by Leveraging Attack Techniques
    2024/11/01 by Chen, Yulin, Li, Haoran, Zheng, Zihao +3 · 13 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  11. Can Indirect Prompt Injection Attacks Be Detected and Removed?
    2025/02/23 by Yulin Chen, Haoran Li, Chen, Yulin +11 · 17 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing
  12. Magnetic exchange induced Weyl state in a semimetal EuCd2Sb2
    2019/03/29 by Su, Hao, Gong, Benchao, Shi, Wujun +18 · 3 citations
    #FOS: Physical sciences #Strongly Correlated Electrons (cond-mat.str-el)
  13. PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance
    2025/02/24 by Haoran Li, Wenbiao Hu, Li, Haoran +15 · 12 citations
    Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy, Security, and Data Protection
  14. Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory
    2024/08/19 by Li, Haoran, Fan, Wei, Chen, Yulin +5 · 7 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  15. Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models
    2025/02/27 by Sui, Yuan, He, Yufei, Cao, Tri +3 · 11 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
    2025/05/16 by Yue Liu, Liu, Yue, Mingzhe Du +19 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Multimodal Machine Learning Applications #Topic Modeling
  17. 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 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  18. Empowering Private Tutoring by Chaining Large Language Models
    2023/09/15 by Yulin Chen, Chen, Yulin, Ning Ding +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  19. Monitoring Decomposition Attacks in LLMs with Lightweight Sequential Monitors
    2025/06/12 by Chen Yueh-Han, Yueh-Han, Chen, Nitish Joshi +9 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Topic Modeling
  20. Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction
    2025/04/29 by Chen, Yulin, Li, Haoran, Sui, Yuan +4 · 7 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  21. Massive 1D Dirac Line, Solitons and Reversible Manipulation on the Surface of a Prototype Obstructed Atomic Insulator, Silicon
    2024/06/12 by Zhongkai Liu, Peng Deng, Liu, Zhongkai +34 · 2 citations
    Computer Science · Engineering · Materials Science · #Distributed and Parallel Computing Systems #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con) #Surface Roughness and Optical Measurements
  22. Spectroscopic origin of giant anomalous Hall effect in an interwoven magnetic kagome metal
    2024/05/27 by Cheng, Erjian, Wang, Kaipu, Hao, Yiqing +20 · 2 citations
    #FOS: Physical sciences #Strongly Correlated Electrons (cond-mat.str-el)
  23. Observation of Dimension-Crossover of a Tunable 1D Dirac Fermion in Topological Semimetal NbSixTe2
    2022/04/24 by Jing Zhang, Yang‐Yang Lv, Zhang, Jing +25 · 1 citation
    Materials Science · Physics and Astronomy · #Chemical and Physical Properties of Materials #FOS: Physical sciences #Graphene research and applications #Materials Science (cond-mat.mtrl-sci) #Topological Materials and Phenomena
  24. Few-shot Classification with Hypersphere Modeling of Prototypes
    2022/11/10 by Ding, Ning, Chen, Yulin, Cui, Ganqu +4 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Pressure-induced superconductivity in PdTeI with quasi-one-dimensional PdTe chains
    2022/11/18 by Zhao, Yi, Hou, Jun, Fu, Yang +12 · 1 citation
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Superconductivity (cond-mat.supr-con)
  26. Learning-based Big Data Sharing Incentive in Mobile AIGC Networks
    2024/06/10 by Jinbo Wen, Wen, Jinbo, Yang Zhang +11 · 2 citations
    Computer Science · Decision Sciences · #Big Data Technologies and Applications #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Technology and Data Analysis
  27. Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLM-Powered Assistance
    2025/04/03 by Bo Yuan, Yulin Chen, Yuan, Bo +5 · 4 citations
    Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Text and Document Classification Technologies
  28. BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger
    2024/08/17 by Yulin Chen, Haoran Li, Chen, Yulin +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  29. Efficient Reasoning via Chain of Unconscious Thought
    2025/05/26 by Yue Liu, Gong, Ruihan, Liu, Yue +23 · 3 citations
    Computer Science · #Computability, Logic, AI Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. GSPR: Aligning LLM Safeguards as Generalizable Safety Policy Reasoners
    2025/09/29 by Haoran Li, Yulin Chen, Li, Haoran +14 · 3 citations
    Economics, Econometrics and Finance · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Nuclear and radioactivity studies #Safety Systems Engineering in Autonomy
  31. Observation of superconducting diode effect in antiferromagnetic Mott insulator α-RuCl3
    2024/09/06 by Jiadian He, Yifan Ding, He, Jiadian +33 · 1 citation
    Physics and Astronomy · #Advanced Condensed Matter Physics #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Physics of Superconductivity and Magnetism #Superconductivity (cond-mat.supr-con) #Theoretical and Computational Physics
  32. Pressure-Induced Superconductivity in Pr4Ni3O10 Single Crystals
    2024/11/13 by Pei, Cuiying, Zhang, Mingxin, Peng, Di +13 · 1 citation
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
  33. 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
  34. Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation
    2025/01/08 by Chen, Terrance Yu-Hao, Chen, Yulin, Soederhaell, Pontus +2 · 1 citation
    #68T07 #92C55 #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #H.5.2 #Human-Computer Interaction (cs.HC) #I.2.6 #J.3 #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  35. Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
    2025/10/04 by Yulin Chen, Haoran Li, Chen, Yulin +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Web Application Security Vulnerabilities