Junyuan Hong
- GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning
2024/06/13 by Zhen Xiang, Xiang, Zhen, Linzhi Zheng +21 · 36 citations
Computer Science · Engineering · Social Sciences · #Access Control and Trust #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
- LLMs Can Get "Brain Rot": A Pilot Study on Twitter/X
2025/10/15 by Shuo Xing, Junyuan Hong, Xing, Shuo +13 · 18 voices
#cs.CL #cs.AI
- Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
2024/03/18 by Junyuan Hong, Hong, Junyuan, Jinhao Duan +27 · 9 citations
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Computation and Language (cs.CL) #Cryptography and Data Security #FOS: Computer and information sciences
- LLM-PBE: Assessing Data Privacy in Large Language Models
2024/08/23 by Qinbin Li, Li, Qinbin, Junyuan Hong +23 · 11 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Quality and Management #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer
2023/11/27 by Junyuan Hong, Hong, Junyuan, Jiachen T. Wang +9 · 7 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
2022/10/12 by Haotao Wang, Wang, Haotao, Junyuan Hong +6 · 3 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Anomaly Detection Techniques and Applications
- On the Generalization Ability of Unsupervised Pretraining
2024/03/11 by Yuyang Deng, Junyuan Hong, Deng, Yuyang +5 · 2 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- The Last Human-Written Paper: Agent-Native Research Artifacts
2026/04/27 by Jiachen Liu, Jiaxin Pei, Jintao Huang +34 · 3 voices
Computer Science · #cs.LG
- How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts
2022/07/04 by Haotao Wang, Wang, Haotao, Junyuan Hong +5 · 1 citation
Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling
2022/10/23 by Junyuan Hong, Hong, Junyuan, Lingjuan Lyu +5 · 1 citation
Computer Science · Medicine · #Privacy-Preserving Technologies in Data #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
- Understanding Deep Gradient Leakage via Inversion Influence Functions
2023/09/22 by Haobo Zhang, Junyuan Hong, Zhang, Haobo +7 · 1 citation
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data