PPaperPicks

Nayu Liu

13 papers at tracked venues · 13 at CORE A* · active 2024–2026

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Venues

ACL ×6AAAI ×5ACM MM ×1NeurIPS ×1

Frequent coauthors

Bo Lv
×6
Zhicong Lu
×5
Kaiwen Wei
×5
Yong Yang
×4
Li Jin
×4
Chen Tang
×3
Ping Luo
×3
Yue Yu
×3
Linhao Zhang
×3
Junnan Zhu
×2
Shihao Yang
×2
Yang Shen
×2

Papers

  1. Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching
    ACL 2026 ·
    Bo Lv
    ,
    Jingbo Sun
    ,
    Jianwei Lv
    ,
    Chen Tang
    ,
    Shaojie Zhang
    , Nayu Liu,
    Guoxin Yu
    ,
    Zihao Li
    ,
    Qichao Zhang
    ,
    Dongbin Zhao
    ,
    Ping Luo
    ,
    Yue Yu
  2. FocalOrder: Focal Preference Optimization for Reading Order Detection
    ACL 2026 ·
    Fuyuan Liu
    ,
    Dianyu Yu
    ,
    He Ren
    , Nayu Liu,
    Xiaomian Kang
    ,
    Delai Qiu
    ,
    Fa Zhang
    ,
    Genpeng Zhen
    ,
    Shengping Liu
    ,
    Jiaen Liang
    ,
    Wei Huang
    ,
    Yining Wang
    ,
    Junnan Zhu
  3. HyCoRA: Hyper-Contrastive Role-Adaptive Learning for Role-Playing
    AAAI 2026 ·
    Shihao Yang
    ,
    Zhicong Lu
    ,
    Yong Yang
    ,
    Bo Lv
    ,
    Yang Shen
    , Nayu Liu
  4. Orthogonal Representation Editing: Decoupling Semantic Entanglement in Batch Knowledge Editing of LLMs
    ACL 2026 ·
    Wenhao Yu
    ,
    Zhicong Lu
    ,
    Bo Lv
    ,
    Fangyin Ma
    ,
    Kaiwen Wei
    ,
    Shihao Yang
    , Nayu Liu
  5. Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning
    AAAI 2026 ·
    Changyuan Tian
    ,
    Zhicong Lu
    ,
    Shuang Qian
    , Nayu Liu,
    Peiguang Li
    ,
    Li Jin
    ,
    Leiyi Hu
    ,
    Zhizhao Zeng
    ,
    Sirui Wang
    ,
    Ke Zeng
    ,
    Guozhi Cas
  6. UMNet: Uncertainty-guided Memory Network for Hyperspectral Pansharpening
    AAAI 2026 ·
    Xiaozheng Wang
    ,
    Yong Yang
    ,
    Shuying Huang
    , Nayu Liu,
    Ziyang Liu
  7. Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization
    ACL 2025 · Nayu Liu,
    Fanglong Yao
    ,
    Haoran Luo
    ,
    Yong Yang
    ,
    Chen Tang
    ,
    Bo Lv
  8. SARA: Salience-Aware Reinforced Adaptive Decoding for Large Language Models in Abstractive Summarization
    ACL 2025 · Nayu Liu,
    Junnan Zhu
    ,
    Yiming Ma
    ,
    Zhicong Lu
    ,
    Wenlei Xu
    ,
    Yong Yang
    ,
    Jiang Zhong
    ,
    Kaiwen Wei
  9. SpecEM: Training-Free LLM Ensembling via Iterative Drafting, Verification, and Online Feedback
    NeurIPS 2025 ·
    Bo Lv
    , Nayu Liu,
    Chen Tang
    ,
    Xin Liu
    ,
    Yue Yu
    ,
    Ping Luo
  10. U-MERE: Unconstrained Multimodal Entity and Relation Extraction with Collaborative Modeling and Order-Sensitive Optimization
    ACM MM 2025 ·
    Wei Jia
    ,
    Li Jin
    ,
    Kaiwen Wei
    ,
    Yuying Shang
    , Nayu Liu,
    Zhicong Lu
    ,
    Qing Liu
    ,
    Linhao Zhang
    ,
    Jiang Zhong
    ,
    Yanfeng Hu
  11. Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning
    ACL 2025 ·
    Bo Lv
    , Nayu Liu,
    Yang Shen
    ,
    Xin Liu
    ,
    Ping Luo
    ,
    Yue Yu
  12. CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition
    AAAI 2024 ·
    Linhao Zhang
    ,
    Li Jin
    ,
    Guangluan Xu
    ,
    Xiaoyu Li
    ,
    Cai Xu
    ,
    Kaiwen Wei
    , Nayu Liu,
    Haonan Liu
  13. Video Event Extraction with Multi-View Interaction Knowledge Distillation
    AAAI 2024 ·
    Kaiwen Wei
    ,
    Runyan Du
    ,
    Li Jin
    ,
    Jian Liu
    ,
    Jianhua Yin
    ,
    Linhao Zhang
    ,
    Jintao Liu
    , Nayu Liu,
    Jingyuan Zhang
    ,
    Zhi Guo