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Aiwei Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

36

Venues

9

Active years

2022–2026

Best venue rank

A*

Where they publish

Papers

36 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLSADA: Bridging In-Context Learning and Fine-Tuning via State-Aligned Distillation Adapters.Wenhao Gao, Tianlong Wang, Wei Jia, Linhao Zhang, Aiwei Liu, Miao Fan, Xiao Zhou
2026ACLMany-Shot Scaling of In-Context Learning with Self-Generated Demonstrations.Zhengyao Gu, Henry Peng Zou, Yankai Chen, Aiwei Liu, Weizhi Zhang, Philip S. Yu
2026ACLd-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models.Leyi Pan, Shuchang Tao, Yunpeng Zhai, Zheyu Fu, Liancheng Fang, Minghua He, Lingzhe Zhang, Zhaoyang Liu, Bolin Ding, Aiwei Liu, Lijie Wen
2026ACLBeyond Transcription: Unified Audio Schema for Perception-Aware AudioLLMs.Linhao Zhang, Yuhan Song, Aiwei Liu, Chuhan Wu, Sijun Zhang, Wei Jia, Yuan Liu, Houfeng Wang, Zhou Xiao
2025ACLTABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation.Liancheng Fang, Aiwei Liu, Hengrui Zhang, Henry Peng Zou, Weizhi Zhang, Philip S. Yu
2025ACLA Survey on Proactive Defense Strategies Against Misinformation in Large Language Models.Shuliang Liu, Hongyi Liu, Aiwei Liu, Bingchen Duan, Zheng Qi, Yibo Yan, He Geng, Peijie Jiang, Jia Liu, Xuming Hu
2025ACLCan LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?Leyi Pan, Aiwei Liu, Shiyu Huang, Yijian Lu, Xuming Hu, Lijie Wen, Irwin King, Philip S. Yu
2025COLINGChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary.Yutong Li, Lu Chen, Aiwei Liu, Kai Yu, Lijie Wen
2025EMNLPExploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios.Yunkai Dang, Mengxi Gao, Yibo Yan, Xin Zou, Yanggan Gu, Jungang Li, Jingyu Wang, Peijie Jiang, Aiwei Liu, Jia Liu, Xuming Hu
2025EMNLPVLA-Mark: A cross modal watermark for large vision-language alignment models.Shuliang Liu, Zheng Qi, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu
2025ICLRTIS-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
2025ICLRCan 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
2025ICLRMitigating 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
2025IJCNNGapDNER: A Gap-Aware Grid Tagging Model for Discontinuous Named Entity Recognition.Yawen Yang, Fukun Ma, Shiao Meng, Aiwei Liu, Li-jie Wen
2025IJCNNGenCNER: A Generative Framework for Continual Named Entity Recognition.Yawen Yang, Fukun Ma, Shiao Meng, Aiwei Liu, Li-jie Wen
2025NAACLWaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents.Leyi Pan, Aiwei Liu, Yijian Lu, Zitian Gao, Yichen Di, Lijie Wen, Irwin King, Philip S. Yu
2025NAACLEntropy-Based Decoding for Retrieval-Augmented Large Language Models.Zexuan Qiu, Zijing Ou, Bin Wu, Jingjing Li, Aiwei Liu, Irwin King
2024ACLCan Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models.Zhiwei He, Binglin Zhou, Hongkun Hao, Aiwei Liu, Xing Wang, Zhaopeng Tu, Zhuosheng Zhang, Rui Wang
2024ACLDirect Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation.Aiwei Liu, Haoping Bai, Zhiyun Lu, Xiang Kong, Simon Wang, Jiulong Shan, Meng Cao, Lijie Wen
2024ACLAn Entropy-based Text Watermarking Detection Method.Yijian Lu, Aiwei Liu, Dianzhi Yu, Jingjing Li, Irwin King
2024ACLOn the Robustness of Document-Level Relation Extraction Models to Entity Name Variations.Shiao Meng, Xuming Hu, Aiwei Liu, Fukun Ma, Yawen Yang, Shuang Li, Lijie Wen
2024EMNLPRefiner: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities.Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong
2024EMNLPMarkLLM: An Open-Source Toolkit for LLM Watermarking.Leyi Pan, Aiwei Liu, Zhiwei He, Zitian Gao, Xuandong Zhao, Yijian Lu, Binglin Zhou, Shuliang Liu, Xuming Hu, Lijie Wen, Irwin King, Philip S. Yu
2024ICLRAn Unforgeable Publicly Verifiable Watermark for Large Language Models.Aiwei Liu, Leyi Pan, Xuming Hu, Shuang Li, Lijie Wen, Irwin King, Philip S. Yu
2024ICLRA Semantic Invariant Robust Watermark for Large Language Models.Aiwei Liu, Leyi Pan, Xuming Hu, Shiao Meng, Lijie Wen
2024SIGIRPreventing and Detecting Misinformation Generated by Large Language Models.Aiwei Liu, Qiang Sheng, Xuming Hu
2023ACLEntity-to-Text based Data Augmentation for various Named Entity Recognition Tasks.Xuming Hu, Yong Jiang, Aiwei Liu, Zhongqiang Huang, Pengjun Xie, Fei Huang, Lijie Wen, Philip S. Yu
2023ACLGDA: Generative Data Augmentation Techniques for Relation Extraction Tasks.Xuming Hu, Aiwei Liu, Zeqi Tan, Xin Zhang, Chenwei Zhang, Irwin King, Philip S. Yu
2023ACLEnhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer.Shuang Li, Xuming Hu, Aiwei Liu, Yawen Yang, Fukun Ma, Philip S. Yu, Lijie Wen
2023ACLExploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing.Aiwei Liu, Wei Liu, Xuming Hu, Shuang Li, Fukun Ma, Yawen Yang, Lijie Wen
2023ACLAMR-based Network for Aspect-based Sentiment Analysis.Fukun Ma, Xuming Hu, Aiwei Liu, Yawen Yang, Shuang Li, Philip S. Yu, Lijie Wen
2023EMNLPRAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction.Shiao Meng, Xuming Hu, Aiwei Liu, Shuang Li, Fukun Ma, Yawen Yang, Lijie Wen
2023ICASSPGaussian Prior Reinforcement Learning for Nested Named Entity Recognition.Yawen Yang, Xuming Hu, Fukun Ma, Shu'ang Li, Aiwei Liu, Lijie Wen, Philip S. Yu
2022EMNLPCharacter-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution.Aiwei Liu, Honghai Yu, Xuming Hu, Shu'ang Li, Li Lin, Fukun Ma, Yawen Yang, Lijie Wen
2022KDDSemantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph.Aiwei Liu, Xuming Hu, Li Lin, Lijie Wen
2022NAACLCHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking.Xuming Hu, Zhijiang Guo, Guanyu Wu, Aiwei Liu, Lijie Wen, Philip S. Yu