PPaperPicks

Xiaojun Meng

19 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×9AAAI ×4NAACL ×2EMNLP ×1ICML ×1WACV ×1WSDM ×1

Frequent coauthors

Jiansheng Wei
×15
Yanghua Xiao
×9
Sihang Jiang
×4
Jiaqing Liang
×4
Qun Liu
×4
Yueqian Wang
×3
Jianxin Liang
×3
Dongyan Zhao
×3
Jinyi Han
×2
Jun Rao
×2
Zixiong Yu
×2
Min Zhang
×2

Papers

  1. Code LLMs Still Fall Short of Top Programmers: Evaluating Algorithmic Code Generation Through Computational Thinking
    WSDM 2026 ·
    Shisong Chen
    ,
    Ziyu Zhou
    ,
    Yicong Zhao
    ,
    Chengyi Yang
    ,
    Zhixu Li
    ,
    Yanghua Xiao
    ,
    Xin Lin
    , Xiaojun Meng,
    Jiansheng Wei
    ,
    Kuien Liu
  2. Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility
    AAAI 2026 ·
    Zishang Jiang
    ,
    Jinyi Han
    ,
    Tingyun Li
    ,
    Xinyi Wang
    ,
    Sihang Jiang
    , Xiaojun Meng,
    Jiansheng Wei
    ,
    Jiaqing Liang
    ,
    Yanghua Xiao
  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. Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning
    ACL 2026 ·
    Sihang Jiang
    ,
    Zhiyu Lu
    ,
    Keyi Wang
    ,
    Jiaqing Liang
    ,
    Yanghua Xiao
    , Xiaojun Meng,
    Jiansheng Wei
  5. MMIFEvol: Towards Evolutionary Multimodal Instruction Following
    AAAI 2026 ·
    Haoyu Wang
    ,
    Sihang Jiang
    ,
    Xiangru Zhu
    ,
    Yuyan Chen
    , Xiaojun Meng,
    Jiansheng Wei
    ,
    Yitong Wang
    ,
    Yanghua Xiao
  6. MathAgent: Adversarial Evolution of Constraint Graphs for Mathematical Reasoning Data Synthesis
    ACL 2026 ·
    Zixiong Yu
    ,
    Jun Rao
    ,
    Guhan Chen
    ,
    Songtao Tian
    ,
    Bohan Li
    ,
    Jiansheng Wei
    ,
    Min Zhang
    , Xiaojun Meng
  7. Memory-Guided Hard Data Augmentation for Multimodal Named Entity Recognition
    ACL 2026 ·
    Xinyu Liu
    ,
    Kai fu
    ,
    Yinghan Shi
    ,
    Quanyou Chu
    ,
    Ming Du
    ,
    Hongya Wang
    , Xiaojun Meng,
    Jiansheng Wei
    ,
    Yanghua Xiao
    ,
    Bo Xu
  8. Metaphor Reasoning is Meta-reasoning
    ACL 2026 ·
    Qianyu He
    ,
    Junting Lu
    ,
    Yikai Zhang
    ,
    Siyu Yuan
    , Xiaojun Meng,
    Jiansheng Wei
    ,
    Jiaqing Liang
    ,
    Yanghua Xiao
  9. The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models
    ACL 2026 ·
    Yilun Liu
    ,
    Chunguang Zhao
    ,
    Mengyao Piao
    ,
    Lingqi Miao
    ,
    Shimin Tao
    ,
    Minggui He
    ,
    Chenxin Liu
    ,
    Li Zhang
    ,
    Hongxia Ma
    ,
    Jiaxin Guo
    ,
    Chen Liu
    ,
    Liqun Deng
    ,
    Jiansheng Wei
    , Xiaojun Meng,
    Fanyi Du
    ,
    Daimeng Wei
    ,
    Yanghua Xiao
  10. Why Did Apple Fall: Evaluating Curiosity in Large Language Models
    ACL 2026 ·
    Haoyu Wang
    ,
    Sihang Jiang
    ,
    Yuyan Chen
    ,
    Yitong Wang
    , Xiaojun Meng,
    Jiansheng Wei
    ,
    Yanghua Xiao
  11. AutoClean: LLMs Can Prepare Their Training Corpus
    NAACL 2025 ·
    Xingyu Shen
    ,
    Shengding Hu
    ,
    Xinrong Zhang
    ,
    Xu Han
    , Xiaojun Meng,
    Jiansheng Wei
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  12. CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory
    ACL 2025 ·
    Haokun Zhao
    ,
    Jinyi Han
    ,
    Jiaqing Liang
    ,
    Yanghua Xiao
    , Xiaojun Meng,
    Jiansheng Wei
  13. Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding
    AAAI 2025 ·
    Yueqian Wang
    , Xiaojun Meng,
    Yuxuan Wang
    ,
    Jianxin Liang
    ,
    Qun Liu
    ,
    Dongyan Zhao
  14. ReasVQA: Advancing VideoQA with Imperfect Reasoning Process
    NAACL 2025 ·
    Jianxin Liang
    , Xiaojun Meng,
    Huishuai Zhang
    ,
    Yueqian Wang
    ,
    Jiansheng Wei
    ,
    Dongyan Zhao
  15. Sparsing Law: Towards Large Language Models with Greater Activation Sparsity
    ICML 2025 ·
    Yuqi Luo
    ,
    Chenyang Song
    ,
    Xu Han
    ,
    Yingfa Chen
    ,
    Chaojun Xiao
    , Xiaojun Meng,
    Liqun Deng
    ,
    Jiansheng Wei
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  16. Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models
    WACV 2025 ·
    Weixi Weng
    ,
    Rui Zhang
    , Xiaojun Meng,
    Jieming Zhu
    ,
    Qun Liu
    ,
    Chun Yuan
  17. VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format
    EMNLP 2025 ·
    Yueqian Wang
    , Xiaojun Meng,
    Yuxuan Wang
    ,
    Jianxin Liang
    ,
    Jiansheng Wei
    ,
    Huishuai Zhang
    ,
    Dongyan Zhao
  18. Prompt-Based Length Controlled Generation with Multiple Control Types
    ACL 2024 ·
    Renlong Jie
    , Xiaojun Meng,
    Lifeng Shang
    ,
    Xin Jiang
    ,
    Qun Liu
  19. Unsupervised Extractive Summarization with Learnable Length Control Strategies
    AAAI 2024 ·
    Renlong Jie
    , Xiaojun Meng,
    Xin Jiang
    ,
    Qun Liu