Inverse Reinforcement Learning for Text Summarization. - Yu Fu 009; Deyi Xiong; Yue Dong 002 (EMNLP (Findings), 2023)

Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks. - Erfan Shayegani; Md Abdullah Al Mamun; Yu Fu 009; Pedram Zaree; Yue Dong 002; Nael B. Abu-Ghazaleh (CoRR, 2023)

Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy. - Yu Fu 009; Deyi Xiong; Yue Dong 002 (AAAI, 2024)

Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack. - Yu Fu 009; Yufei Li 001; Wen Xiao; Cong Liu 005; Yue Dong 002 (ACL (1), 2024)

Cross-Task Defense: Instruction-Tuning LLMs for Content Safety. - Yu Fu 009; Wen Xiao; Jia Chen 002; Jiachen Li; Evangelos E. Papalexakis; Aichi Chien; Yue Dong 002 (CoRR, 2024)

Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning. - Yu Fu 009; Zefan Cai; Abedelkadir Asi; Wayne Xiong; Yue Dong 002; Wen Xiao (ICLR, 2025)

TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. - Yiran Luo; Het Patel; Yu Fu 009; Dawon Ahn; Jia Chen 002; Yue Dong 002; Evangelos E. Papalexakis (PAKDD (7), 2025)

Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models. - Yu Fu 009; Haz Sameen Shahgir; Hui Liu; Xianfeng Tang; Qi He; Yue Dong 002 (CoRR, 2025)