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Xuebo Liu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

68

Venues

8

Active years

2016–2026

Best venue rank

A*

Where they publish

Papers

68 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIExposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation.Yanming Sun, Runzhe Zhan, Chi Seng Cheang, Han Wu, Xuebo Liu, Yuyao Niu, Fengying Ye, Kaixin Lan, Lidia S. Chao, Derek F. Wong
2026ACLDeReA: Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning.Rongqing Jiang, Xuebo Liu, Shengxin Liu, Yutong Wang, Min Zhang, Shimin Tao, Daimeng Wei
2026ACLD-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation.Junlin Li, Shuangyong Song, Guodong Du, Ngai Wong, Xuebo Liu, Yongxiang Li, Min Zhang, Jing Li, Xuelong Li
2026ACLDynamic Sampling that Adapts: Self-Aware Iterative Data Persistent Optimization for Mathematical Reasoning.Jun Rao, Xuebo Liu, Hexuan Deng, Zepeng Lin, Zixiong Yu, Jiansheng Wei, Xiaojun Meng, Min Zhang
2025AAAIKnowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering.Yifan Lu, Yigeng Zhou, Jing Li, Yequan Wang, Xuebo Liu, Daojing He, Fangming Liu, Min Zhang
2025ACLSGIC: A Self-Guided Iterative Calibration Framework for RAG.Guanhua Chen, Yutong Yao, Lidia S. Chao, Xuebo Liu, Derek F. Wong
2025ACLDRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization.Hexuan Deng, Wenxiang Jiao, Xuebo Liu, Jing Li, Min Zhang, Zhaopeng Tu
2025ACLAPT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training.Jun Rao, Zepeng Lin, Xuebo Liu, Xiaopeng Ke, Lian Lian, Dong Jin, Shengjun Cheng, Jun Yu, Min Zhang
2025ACLUnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation.SongTang SongTang, Kaiyong Zhao, Lei Wang, Yuliang Li, Xuebo Liu, Junyi Zou, Qiang Wang, Xiaowen Chu
2025ACLAgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration.Zhexuan Wang, Yutong Wang, Xuebo Liu, Liang Ding, Miao Zhang, Jie Liu, Min Zhang
2025COLINGWho Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore.Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xuebo Liu, Lidia S. Chao, Min Zhang
2025EMNLPAQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs.Xiaopeng Ke, Hexuan Deng, Xuebo Liu, Jun Rao, Zhenxi Song, Jun Yu, Min Zhang
2025EMNLPRunaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments.Qingyu Lu, Liang Ding, Siyi Cao, Xuebo Liu, Kanjian Zhang, Jinxia Zhang, Dacheng Tao
2025EMNLPCDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task.Haosi Mo, Xinyu Ma, Xuebo Liu, Derek F. Wong, Yu Li, Jie Liu, Min Zhang
2025EMNLPSeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models.Jun Rao, Yunjie Liao, Xuebo Liu, Zepeng Lin, Lian Lian, Dong Jin, Shengjun Cheng, Jun Yu, Min Zhang
2025EMNLPAgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration.Chunhao Tian, Yutong Wang, Xuebo Liu, Zhexuan Wang, Liang Ding, Miao Zhang, Min Zhang
2025EMNLPWeight-Aware Activation Sparsity with Constrained Bayesian Optimization Scheduling for Large Language Models.Ming Wang, Miao Zhang, Xuebo Liu, Liqiang Nie
2025EMNLPDynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs.Xiabin Zhou, Wenbin Wang, Minyan Zeng, Jiaxian Guo, Xuebo Liu, Li Shen, Min Zhang, Liang Ding
2025ICLRDelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory.Yutong Wang, Jiali Zeng, Xuebo Liu, Derek F. Wong, Fandong Meng, Jie Zhou, Min Zhang
2024ACLDB-LLM: Accurate Dual-Binarization for Efficient LLMs.Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
2024ACLImproving Attributed Text Generation of Large Language Models via Preference Learning.Dongfang Li, Zetian Sun, Baotian Hu, Zhenyu Liu, Xinshuo Hu, Xuebo Liu, Min Zhang
2024ACLTowards Demonstration-Aware Large Language Models for Machine Translation.Chen Li, Meishan Zhang, Xuebo Liu, Zhaocong Li, Derek F. Wong, Min Zhang
2024ACLRevisiting Demonstration Selection Strategies in In-Context Learning.Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao
2024ACLDomain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation.Zhexuan Wang, Shudong Liu, Xuebo Liu, Miao Zhang, Derek F. Wong, Min Zhang
2024ACLTasTe: Teaching Large Language Models to Translate through Self-Reflection.Yutong Wang, Jiali Zeng, Xuebo Liu, Fandong Meng, Jie Zhou, Min Zhang
2024ACLSpeech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation.Tengfei Yu, Xuebo Liu, Liang Ding, Kehai Chen, Dacheng Tao, Min Zhang
2024ACLLRQuant: Learnable and Robust Post-Training Quantization for Large Language Models.Jiaqi Zhao, Miao Zhang, Chao Zeng, Ming Wang, Xuebo Liu, Liqiang Nie
2024COLING3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset.Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang
2024COLINGPluggable Neural Machine Translation Models via Memory-augmented Adapters.Yuzhuang Xu, Shuo Wang, Peng Li, Xuebo Liu, Xiaolong Wang, Weidong Liu, Yang Liu
2024CVPREvalCrafter: Benchmarking and Evaluating Large Video Generation Models.Yaofang Liu, Xiaodong Cun, Xuebo Liu, Xintao Wang, Yong Zhang, Haoxin Chen, Yang Liu, Tieyong Zeng, Raymond Chan, Ying Shan
2024EMNLPCan LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner.Shudong Liu, Zhaocong Li, Xuebo Liu, Runzhe Zhan, Derek F. Wong, Lidia S. Chao, Min Zhang
2024EMNLPLPZero: Language Model Zero-cost Proxy Search from Zero.Peijie Dong, Lujun Li, Xiang Liu, Zhenheng Tang, Xuebo Liu, Qiang Wang, Xiaowen Chu
2024EMNLPCurriculum Consistency Learning for Conditional Sentence Generation.Liangxin Liu, Xuebo Liu, Lian Lian, Shengjun Cheng, Jun Rao, Tengfei Yu, Hexuan Deng, Min Zhang
2024EMNLPCommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions.Jun Rao, Xuebo Liu, Lian Lian, Shengjun Cheng, Yunjie Liao, Min Zhang
2024EMNLPSelf-Powered LLM Modality Expansion for Large Speech-Text Models.Tengfei Yu, Xuebo Liu, Zhiyi Hou, Liang Ding, Dacheng Tao, Min Zhang
2023AAAIImproving Simultaneous Machine Translation with Monolingual Data.Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang
2023ACLRevisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge.Xuebo Liu, Yutong Wang, Derek F. Wong, Runzhe Zhan, Liangxuan Yu, Min Zhang
2023ACLTransGEC: Improving Grammatical Error Correction with Translationese.Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang
2023ACLTemplateGEC: Improving Grammatical Error Correction with Detection Template.Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang
2023ACLkNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation.Shudong Liu, Xuebo Liu, Derek F. Wong, Zhaocong Li, Wenxiang Jiao, Lidia S. Chao, Min Zhang
2023ACLTest-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization.Runzhe Zhan, Xuebo Liu, Derek F. Wong, Cuilian Zhang, Lidia S. Chao, Min Zhang
2023ACLRevisiting Token Dropping Strategy in Efficient BERT Pretraining.Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang, Bo Du, Dacheng Tao
2023EMNLPCan LMs Generalize to Future Data? An Empirical Analysis on Text Summarization.Chi Seng Cheang, Hou Pong Chan, Derek F. Wong, Xuebo Liu, Zhaocong Li, Yanming Sun, Shudong Liu, Lidia S. Chao
2023EMNLPClustering Pseudo Language Family in Multilingual Translation Models with Fisher Information Matrix.Xinyu Ma, Xuebo Liu, Min Zhang
2023EMNLPTowards Making the Most of ChatGPT for Machine Translation.Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao
2023EMNLPPromptST: Abstract Prompt Learning for End-to-End Speech Translation.Tengfei Yu, Liang Ding, Xuebo Liu, Kehai Chen, Meishan Zhang, Dacheng Tao, Min Zhang
2023IGARSSAn Imbalanced Signal Modulation Classification And Evaluation Method Based On Synthetic Minority Over-Sampling Technique.Xuebo Liu, Yiran Wang, Jing Bai, Haoran Li, Xu Wang
2022ACLODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation.Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, Jingbo Zhu, Xuebo Liu, Min Zhang
2022EMNLPRevisiting Grammatical Error Correction Evaluation and Beyond.Peiyuan Gong, Xuebo Liu, Heyan Huang, Min Zhang
2022EMNLPConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation.Zhaocong Li, Xuebo Liu, Derek F. Wong, Lidia S. Chao, Min Zhang
2022EMNLPBreaking the Representation Bottleneck of Chinese Characters: Neural Machine Translation with Stroke Sequence Modeling.Zhijun Wang, Xuebo Liu, Min Zhang
2021AAAIMeta-Curriculum Learning for Domain Adaptation in Neural Machine Translation.Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao
2021ACLRejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation.Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021ACLProgressive Multi-Granularity Training for Non-Autoregressive Translation.Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021ACLOn the Copying Behaviors of Pre-Training for Neural Machine Translation.Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu
2021ACLDifficulty-Aware Machine Translation Evaluation.Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao
2021EMNLPOn the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation.Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu
2021ICLRUnderstanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning.Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Zhaopeng Tu
2021ICLRUnderstanding and Improving Lexical Choice in Non-Autoregressive Translation.Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2020ACLNorm-Based Curriculum Learning for Neural Machine Translation.Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao
2020CVPRPolarMask: Single Shot Instance Segmentation With Polar Representation.Enze Xie, Peize Sun, Xiaoge Song, Wenhai Wang, Xuebo Liu, Ding Liang, Chunhua Shen, Ping Luo
2020ECCVAE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting.Wenhai Wang, Xuebo Liu, Xiaozhong Ji, Enze Xie, Ding Liang, Zhibo Yang, Tong Lu, Chunhua Shen, Ping Luo
2020ECCVScene Text Image Super-Resolution in the Wild.Wenjia Wang, Enze Xie, Xuebo Liu, Wenhai Wang, Ding Liang, Chunhua Shen, Xiang Bai
2020EMNLPDocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding.Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang
2019ACLShared-Private Bilingual Word Embeddings for Neural Machine Translation.Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu
2019CVPRR3 Adversarial Network for Cross Model Face Recognition.Ken Chen, Yichao Wu, Haoyu Qin, Ding Liang, Xuebo Liu, Junjie Yan
2018CVPRFOTS: Fast Oriented Text Spotting With a Unified Network.Xuebo Liu, Ding Liang, Shi Yan, Dagui Chen, Yu Qiao, Junjie Yan
2016AAAISocial Emotion Classification via Reader Perspective Weighted Model.Xin Li, Yanghui Rao, Yanjia Chen, Xuebo Liu, Huan Huang