PPaperPicks

Mengze Li

Zhejiang University, Hangzhou, China

19 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3482-234X ↗Homepage ↗

Venues

ACL ×4ACM MM ×4AAAI ×3ICML ×2IJCAI ×2EMNLP ×1ICLR ×1NeurIPS ×1WWW ×1

Frequent coauthors

Jingyuan Chen
×8
Weijie Shi
×5
Fei Wu
×5
Sirui Han
×5
Wei Ji
×5
Jia Zhu
×4
Jiajie Xu
×4
Tao Wu
×4
Wang Lin
×4
Shengyu Zhang
×4
Zhou Zhao
×4
Yue Cui
×3

Papers

  1. Active Multi-source Domain Adaptation for Multimodal Fake News Detection
    AAAI 2026 ·
    Yanping Chen
    ,
    Weijie Shi
    , Mengze Li,
    Yue Cui
    ,
    Jiaming Li
    ,
    Ruiyuan Zhang
    ,
    Hao Chen
    ,
    Hanghui Guo
    ,
    Shimin Di
    ,
    Ziyi Liu
    ,
    Jia Zhu
    ,
    Jiajie Xu
  2. Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction
    ACL 2026 ·
    Tao Wu
    ,
    Jingyuan Chen
    ,
    Wang Lin
    ,
    Jian Zhan
    , Mengze Li,
    Fangzhou Jin
    ,
    Min Zhang
    ,
    Kun Kuang
    ,
    Fei Wu
  3. Consistent and Invariant Generalization Learning for Short-video Misinformation Detection
    ACM MM 2025 ·
    Hanghui Guo
    ,
    Weijie Shi
    , Mengze Li,
    Juncheng Li
    ,
    Hao Chen
    ,
    Yue Cui
    ,
    Jiajie Xu
    ,
    Jia Zhu
    ,
    Jiawei Shen
    ,
    Zhangze Chen
    ,
    Sirui Han
  4. Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer
    IJCAI 2025 ·
    Wenkang Han
    ,
    Wang Lin
    ,
    Liya Hu
    ,
    Zhenlong Dai
    ,
    Yiyun Zhou
    , Mengze Li,
    Zemin Liu
    ,
    Chang Yao
    ,
    Jingyuan Chen
  5. EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation
    ICLR 2025 ·
    Jiajian Xie
    ,
    Shengyu Zhang
    , Mengze Li,
    Chengfei Lv
    ,
    Zhou Zhao
    ,
    Fei Wu
  6. Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents
    ACL 2025 ·
    Tao Wu
    ,
    Jingyuan Chen
    ,
    Wang Lin
    , Mengze Li,
    Yumeng Zhu
    ,
    Ang Li
    ,
    Kun Kuang
    ,
    Fei Wu
  7. ExpTalk: Diverse Emotional Expression via Adaptive Disentanglement and Refined Alignment for Speech-Driven 3D Facial Animation
    IJCAI 2025 ·
    Zhan Qu
    ,
    Shengyu Zhang
    , Mengze Li,
    Zhuo Chen
    ,
    Chengfei Lv
    ,
    Zhou Zhao
    ,
    Fei Wu
  8. Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation
    AAAI 2025 ·
    Jingqiao Xiu
    , Mengze Li,
    Zongxin Yang
    ,
    Wei Ji
    ,
    Yifang Yin
    ,
    Roger Zimmermann
  9. Grasp the Key Takeaways from Source Domain for Few Shot Graph Domain Adaptation
    WWW 2025 ·
    Xiangwei Lv
    ,
    Jingyuan Chen
    , Mengze Li,
    Yongduo Sui
    ,
    Zemin Liu
    ,
    Beishui Liao
  10. HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
    ICML 2025 ·
    Tianwei Lin
    ,
    Wenqiao Zhang
    ,
    Sijing Li
    ,
    Yuqian Yuan
    ,
    Binhe Yu
    ,
    Haoyuan Li
    ,
    Wanggui He
    ,
    Hao Jiang
    , Mengze Li,
    Xiaohui Song
    ,
    Siliang Tang
    ,
    Jun Xiao
    ,
    Hui Lin
    ,
    Yueting Zhuang
    ,
    Beng Chin Ooi
  11. LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
    ACL 2025 ·
    Weijie Shi
    ,
    Han Zhu
    ,
    Jiaming Ji
    , Mengze Li,
    Jipeng Zhang
    ,
    Ruiyuan Zhang
    ,
    Jia Zhu
    ,
    Jiajie Xu
    ,
    Sirui Han
    ,
    Yike Guo
  12. Out-of-Distribution Detection via LLM-Guided Outlier Generation for Text-attributed Graph
    ACL 2025 ·
    Xiangwei Lv
    , Mengze Li,
    Jingyuan Chen
    ,
    Zhiang Dong
    ,
    Sirui Han
    ,
    Beishui Liao
  13. Semantic-guided Diverse Decoding for Large Language Model
    NeurIPS 2025 ·
    Weijie Shi
    ,
    Yue Cui
    ,
    Yaguang Wu
    ,
    Jingzhi Fang
    ,
    Shibo Zhang
    , Mengze Li,
    Sirui Han
    ,
    Jia Zhu
    ,
    Jiajie Xu
    ,
    Xiaofang Zhou
  14. Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
    EMNLP 2025 ·
    Chuxue Cao
    , Mengze Li,
    Juntao Dai
    ,
    Jinluan Yang
    ,
    Zijian Zhao
    ,
    Shengyu Zhang
    ,
    Weijie Shi
    ,
    Chengzhong Liu
    ,
    Sirui Han
    ,
    Yike Guo
  15. What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities
    ICML 2025 ·
    Wendong Bu
    ,
    Yang Wu
    ,
    Qifan Yu
    ,
    Minghe Gao
    ,
    Bingchen Miao
    ,
    Zhenkui Zhang
    ,
    Kaihang Pan
    ,
    Liyunfei
    , Mengze Li,
    Wei Ji
    ,
    Juncheng Li
    ,
    Siliang Tang
    ,
    Yueting Zhuang
  16. Cross-modal Observation Hypothesis Inference
    ACM MM 2024 · Mengze Li,
    Kairong Han
    ,
    Jiahe Xu
    ,
    Yueying Li
    ,
    Tao Wu
    ,
    Zhou Zhao
    ,
    Jiaxu Miao
    ,
    Shengyu Zhang
    ,
    Jingyuan Chen
  17. Hierarchical Debiasing and Noisy Correction for Cross-domain Video Tube Retrieval
    ACM MM 2024 ·
    Jingqiao Xiu
    , Mengze Li,
    Wei Ji
    ,
    Jingyuan Chen
    ,
    Hanbin Zhao
    ,
    Shin'ichi Satoh
    ,
    Roger Zimmermann
  18. Panoptic Scene Graph Generation with Semantics-Prototype Learning
    AAAI 2024 ·
    Li Li
    ,
    Wei Ji
    ,
    Yiming Wu
    , Mengze Li,
    You Qin
    ,
    Lina Wei
    ,
    Roger Zimmermann
  19. Semantic Alignment for Multimodal Large Language Models
    ACM MM 2024 ·
    Tao Wu
    , Mengze Li,
    Jingyuan Chen
    ,
    Wei Ji
    ,
    Wang Lin
    ,
    Jinyang Gao
    ,
    Kun Kuang
    ,
    Zhou Zhao
    ,
    Fei Wu