PPaperPicks

Xuebo Liu

Harbin Institute of Technology, School of Computer Science and Technology, Shenzhen, China

34 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8524-2006 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×16EMNLP ×12AAAI ×2NeurIPS ×2CVPR ×1ICLR ×1

Frequent coauthors

Min Zhang
×26
Derek F. Wong
×8
Liang Ding
×8
Jun Rao
×6
Yutong Wang
×5
Hexuan Deng
×5
Dacheng Tao
×5
Lian Lian
×4
Shengjun Cheng
×4
Zepeng Lin
×3
Lidia S. Chao
×3
Jun Yu
×3

Papers

  1. D-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation
    ACL 2026 ·
    Junlin Li
    ,
    Shuangyong Song
    ,
    Guodong Du
    ,
    Ngai Wong
    , Xuebo Liu,
    Yongxiang Li
    ,
    Min Zhang
    ,
    Jing Li
    ,
    Xuelong Li
  2. DeReA: Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning
    ACL 2026 ·
    Rongqing Jiang
    , Xuebo Liu,
    Shengxin Liu
    ,
    Yutong Wang
    ,
    Min Zhang
    ,
    Shimin Tao
    ,
    Daimeng Wei
  3. Dynamic Sampling that Adapts: Self-Aware Iterative Data Persistent Optimization for Mathematical Reasoning
    ACL 2026 ·
    Jun Rao
    , Xuebo Liu,
    Hexuan Deng
    ,
    Zepeng Lin
    ,
    Zixiong Yu
    ,
    Jiansheng Wei
    ,
    Xiaojun Meng
    ,
    Min Zhang
  4. Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation
    AAAI 2026 ·
    Yanming Sun
    ,
    Runzhe Zhan
    ,
    Chi Seng Cheang
    ,
    Han Wu
    , Xuebo Liu,
    Yuyao Niu
    ,
    Fengying Ye
    ,
    Kaixin Lan
    ,
    Lidia S. Chao
    ,
    Derek F. Wong
  5. APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training
    ACL 2025 ·
    Jun Rao
    ,
    Zepeng Lin
    , Xuebo Liu,
    Xiaopeng Ke
    ,
    Lian Lian
    ,
    Dong Jin
    ,
    Shengjun Cheng
    ,
    Jun Yu
    ,
    Min Zhang
  6. AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs
    EMNLP 2025 ·
    Xiaopeng Ke
    ,
    Hexuan Deng
    , Xuebo Liu,
    Jun Rao
    ,
    Zhenxi Song
    ,
    Jun Yu
    ,
    Min Zhang
  7. AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration
    ACL 2025 ·
    Zhexuan Wang
    ,
    Yutong Wang
    , Xuebo Liu,
    Liang Ding
    ,
    Miao Zhang
    ,
    Jie Liu
    ,
    Min Zhang
  8. AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration
    EMNLP 2025 ·
    Chunhao Tian
    ,
    Yutong Wang
    , Xuebo Liu,
    Zhexuan Wang
    ,
    Liang Ding
    ,
    Miao Zhang
    ,
    Min Zhang
  9. CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task
    EMNLP 2025 ·
    Haosi Mo
    ,
    Xinyu Ma
    , Xuebo Liu,
    Derek F. Wong
    ,
    Yu Li
    ,
    Jie Liu
    ,
    Min Zhang
  10. DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization
    ACL 2025 ·
    Hexuan Deng
    ,
    Wenxiang Jiao
    , Xuebo Liu,
    Jing Li
    ,
    Min Zhang
    ,
    Zhaopeng Tu
  11. DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
    ICLR 2025 ·
    Yutong Wang
    ,
    Jiali Zeng
    , Xuebo Liu,
    Derek F. Wong
    ,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Min Zhang
  12. DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
    EMNLP 2025 ·
    Xiabin Zhou
    ,
    Wenbin Wang
    ,
    Minyan Zeng
    ,
    Jiaxian Guo
    , Xuebo Liu,
    Li Shen
    ,
    Min Zhang
    ,
    Liang Ding
  13. Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering
    AAAI 2025 ·
    Yifan Lu
    ,
    Yigeng Zhou
    ,
    Jing Li
    ,
    Yequan Wang
    , Xuebo Liu,
    Daojing He
    ,
    Fangming Liu
    ,
    Min Zhang
  14. Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments
    EMNLP 2025 ·
    Qingyu Lu
    ,
    Liang Ding
    ,
    Siyi Cao
    , Xuebo Liu,
    Kanjian Zhang
    ,
    Jinxia Zhang
    ,
    Dacheng Tao
  15. SGIC: A Self-Guided Iterative Calibration Framework for RAG
    ACL 2025 ·
    Guanhua Chen
    ,
    Yutong Yao
    ,
    Lidia S. Chao
    , Xuebo Liu,
    Derek F. Wong
  16. SeaPO: Strategic Error Amplification for Robust Preference Optimization of Large Language Models
    EMNLP 2025 ·
    Jun Rao
    ,
    Yunjie Liao
    , Xuebo Liu,
    Zepeng Lin
    ,
    Lian Lian
    ,
    Dong Jin
    ,
    Shengjun Cheng
    ,
    Jun Yu
    ,
    Min Zhang
  17. UnrealLLM: Towards Highly Controllable and Interactable 3D Scene Generation by LLM-powered Procedural Content Generation
    ACL 2025 ·
    SongTang SongTang
    ,
    Kaiyong Zhao
    ,
    Lei Wang
    ,
    Yuliang Li
    , Xuebo Liu,
    Junyi Zou
    ,
    Qiang Wang
    ,
    Xiaowen Chu
  18. Weight-Aware Activation Sparsity with Constrained Bayesian Optimization Scheduling for Large Language Models
    EMNLP 2025 ·
    Ming Wang
    ,
    Miao Zhang
    , Xuebo Liu,
    Liqiang Nie
  19. Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner
    EMNLP 2024 ·
    Shudong Liu
    ,
    Zhaocong Li
    , Xuebo Liu,
    Runzhe Zhan
    ,
    Derek F. Wong
    ,
    Lidia S. Chao
    ,
    Min Zhang
  20. CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions
    EMNLP 2024 ·
    Jun Rao
    , Xuebo Liu,
    Lian Lian
    ,
    Shengjun Cheng
    ,
    Yunjie Liao
    ,
    Min Zhang
  21. Curriculum Consistency Learning for Conditional Sentence Generation
    EMNLP 2024 ·
    Liangxin Liu
    , Xuebo Liu,
    Lian Lian
    ,
    Shengjun Cheng
    ,
    Jun Rao
    ,
    Tengfei Yu
    ,
    Hexuan Deng
    ,
    Min Zhang
  22. DB-LLM: Accurate Dual-Binarization for Efficient LLMs
    ACL 2024 ·
    Hong Chen
    ,
    Chengtao Lv
    ,
    Liang Ding
    ,
    Haotong Qin
    ,
    Xiabin Zhou
    ,
    Yifu Ding
    , Xuebo Liu,
    Min Zhang
    ,
    Jinyang Guo
    ,
    Xianglong Liu
    ,
    Dacheng Tao
  23. Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation
    ACL 2024 ·
    Zhexuan Wang
    ,
    Shudong Liu
    , Xuebo Liu,
    Miao Zhang
    ,
    Derek F. Wong
    ,
    Min Zhang
  24. EvalCrafter: Benchmarking and Evaluating Large Video Generation Models
    CVPR 2024 ·
    Yaofang Liu
    ,
    Xiaodong Cun
    , Xuebo Liu,
    Xintao Wang
    ,
    Yong Zhang
    ,
    Haoxin Chen
    ,
    Yang Liu
    ,
    Tieyong Zeng
    ,
    Raymond Chan
    ,
    Ying Shan
  25. Improving Attributed Text Generation of Large Language Models via Preference Learning
    ACL 2024 ·
    Dongfang Li
    ,
    Zetian Sun
    ,
    Baotian Hu
    ,
    Zhenyu Liu
    ,
    Xinshuo Hu
    , Xuebo Liu,
    Min Zhang
  26. LPZero: Language Model Zero-cost Proxy Search from Zero
    EMNLP 2024 ·
    Peijie Dong
    ,
    Lujun Li
    ,
    Xiang Liu
    ,
    Zhenheng Tang
    , Xuebo Liu,
    Qiang Wang
    ,
    Xiaowen Chu
  27. LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models
    ACL 2024 ·
    Jiaqi Zhao
    ,
    Miao Zhang
    ,
    Chao Zeng
    ,
    Ming Wang
    , Xuebo Liu,
    Liqiang Nie
  28. NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates
    NeurIPS 2024 ·
    Hexuan Deng
    ,
    Wenxiang Jiao
    , Xuebo Liu,
    Min Zhang
    ,
    Zhaopeng Tu
  29. Revisiting Demonstration Selection Strategies in In-Context Learning
    ACL 2024 ·
    Keqin Peng
    ,
    Liang Ding
    ,
    Yancheng Yuan
    , Xuebo Liu,
    Min Zhang
    ,
    Yuanxin Ouyang
    ,
    Dacheng Tao
  30. SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
    NeurIPS 2024 ·
    Liangxin Liu
    , Xuebo Liu,
    Derek F. Wong
    ,
    Dongfang Li
    ,
    Ziyi Wang
    ,
    Baotian Hu
    ,
    Min Zhang
  31. Self-Powered LLM Modality Expansion for Large Speech-Text Models
    EMNLP 2024 ·
    Tengfei Yu
    , Xuebo Liu,
    Zhiyi Hou
    ,
    Liang Ding
    ,
    Dacheng Tao
    ,
    Min Zhang
  32. Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation
    ACL 2024 ·
    Tengfei Yu
    , Xuebo Liu,
    Liang Ding
    ,
    Kehai Chen
    ,
    Dacheng Tao
    ,
    Min Zhang
  33. TasTe: Teaching Large Language Models to Translate through Self-Reflection
    ACL 2024 ·
    Yutong Wang
    ,
    Jiali Zeng
    , Xuebo Liu,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Min Zhang
  34. Towards Demonstration-Aware Large Language Models for Machine Translation
    ACL 2024 ·
    Chen Li
    ,
    Meishan Zhang
    , Xuebo Liu,
    Zhaocong Li
    ,
    Derek F. Wong
    ,
    Min Zhang