Liu, Aiwei

15 publications

ICLR 2026 MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection Liancheng Fang, Aiwei Liu, Henry Peng Zou, Yankai Chen, Hengrui Zhang, Zhongfen Deng, Philip S. Yu

ICLR 2026 PMark: Towards Robust and Distortion-Free Semantic-Level Watermarking with Channel Constraints Jiahao Huo, Shuliang Liu, Bin Wang, Junyan Zhang, Yibo Yan, Aiwei Liu, Xuming Hu, Mingxun Zhou

ICLR 2026 StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs Yuhan Song, Linhao Zhang, Chuhan Wu, Aiwei Liu, Wei Jia, Houfeng Wang, Zhou Xiao

ICLRW 2025 Can LLM Watermarking Robustly Prevent Unauthorized Knowledge Distillation? Leyi Pan, Aiwei Liu, Shiyu Huang, Yijian Lu, Xuming Hu, Lijie Wen, Irwin King, Philip S. Yu

ICLR 2025 Can Watermarked LLMs Be Identified by Users via Crafted Prompts? Aiwei Liu, Sheng Guan, Yiming Liu, Leyi Pan, Yifei Zhang, Liancheng Fang, Lijie Wen, Philip S. Yu, Xuming Hu

ICLRW 2025 CoheMark: A Novel Sentence-Level Watermark for Enhanced Text Quality Junyan Zhang, Shuliang Liu, Aiwei Liu, Yubo Gao, Jungang Li, Xiaojie Gu, Xuming Hu

ICLRW 2025 Mark Your LLM: Detecting the Misuse of Open-Source Large Language Models via Watermarking Yijie Xu, Aiwei Liu, Xuming Hu, Lijie Wen, Hui Xiong

ICLR 2025 Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality Guanyu Zhou, Yibo Yan, Xin Zou, Kun Wang, Aiwei Liu, Xuming Hu

ICLRW 2025 RINTAW: A Robust Invisible Watermark for Tabular Generative Models Liancheng Fang, Aiwei Liu, Henry Peng Zou, Hengrui Zhang, Philip S. Yu

ICLR 2025 TIS-DPO: Token-Level Importance Sampling for Direct Preference Optimization with Estimated Weights Aiwei Liu, Haoping Bai, Zhiyun Lu, Yanchao Sun, Xiang Kong, Xiaoming Simon Wang, Jiulong Shan, Albin Madappally Jose, Xiaojiang Liu, Lijie Wen, Philip S. Yu, Meng Cao

ICLR 2024 A Semantic Invariant Robust Watermark for Large Language Models Aiwei Liu, Leyi Pan, Xuming Hu, Shiao Meng, Lijie Wen

ICLR 2024 An Unforgeable Publicly Verifiable Watermark for Large Language Models Aiwei Liu, Leyi Pan, Xuming Hu, Shuang Li, Lijie Wen, Irwin King, Philip S. Yu

NeurIPSW 2024 ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary Yutong Li, Lu Chen, Aiwei Liu, Kai Yu, Lijie Wen

NeurIPSW 2024 Entropy-Based Decoding for Retrieval-Augmented Large Language Models Zexuan Qiu, Zijing Ou, Bin Wu, Jingjing Li, Aiwei Liu, Irwin King

NeurIPSW 2024 TABGEN-RAG: Iterative Retrieval for Tabular Data Generation with Large Language Models Liancheng Fang, Aiwei Liu, Hengrui Zhang, Henry Peng Zou, Weizhi Zhang, Philip S. Yu