PPaperPicks

Mengzhu Wang

19 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1059-0441 ↗Homepage ↗

Venues

AAAI ×6IJCAI ×6ACL ×1CVPR ×1ECAI ×1ICLR ×1ICML ×1NeurIPS ×1WWW ×1

Frequent coauthors

Nan Yin
×8
Jingcai Guo
×5
Shanshan Wang
×3
Jiao Li
×3
Houcheng Su
×3
Li Shen
×3
Zhenghan Chen
×3
Daixian Liu
×2
Yingxu Wang
×2
Dianxi Shi
×2
Cong Wang
×2
Huan Xiong
×2

Papers

  1. DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval
    AAAI 2026 ·
    Ke Xu
    ,
    Xiaozheng Shen
    ,
    Shanshan Wang
    , Mengzhu Wang,
    Xun Yang
  2. Diffusion-based Kriging Model with Graph-enhanced Attention
    WWW 2026 ·
    Mingtao Zhang
    ,
    Guoli Yang
    ,
    Zhanxing Zhu
    ,
    Guangyin Jin
    , Mengzhu Wang,
    Xiaoying Bai
  3. Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis
    AAAI 2026 ·
    Daixian Liu
    ,
    Hau-Sing So
    ,
    Haoran Chen
    ,
    Jiao Li
    ,
    Shanshan Wang
    , Mengzhu Wang,
    Jingcai Guo
  4. Nested Graph Pseudo-Label Refinement for Noisy Label Domain Adaptation Learning
    AAAI 2026 ·
    Yingxu Wang
    , Mengzhu Wang,
    Zhichao Huang
    ,
    Suyu Liu
    ,
    Nan Yin
  5. TRACE: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering
    ACL 2026 ·
    Yingxu Wang
    ,
    Jiaxin Huang
    , Mengzhu Wang,
    Nan Yin
  6. Coupling Category Alignment for Graph Domain Adaptation
    IJCAI 2025 ·
    Nan Yin
    ,
    Xiao Teng
    ,
    Zhiguang Cao
    , Mengzhu Wang
  7. ESBN: Estimation Shift of Batch Normalization for Source-free Universal Domain Adaptation
    IJCAI 2025 ·
    Jiao Li
    ,
    Houcheng Su
    ,
    Bingli Wang
    ,
    Yuandong Min
    , Mengzhu Wang,
    Nan Yin
    ,
    Shanshan Wang
    ,
    Jingcai Guo
  8. Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning
    IJCAI 2025 ·
    Zhijie Rao
    ,
    Jingcai Guo
    ,
    Miaoge Li
    ,
    Yang Chen
    , Mengzhu Wang
  9. Gaussian Mixture Model for Graph Domain Adaptation
    IJCAI 2025 · Mengzhu Wang,
    Wenhao Ren
    ,
    Yu Zhang
    ,
    Yanlong Fan
    ,
    Dianxi Shi
    ,
    Luoxi Jing
    ,
    Nan Yin
  10. GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
    ICML 2025 · Mengzhu Wang,
    Houcheng Su
    ,
    Jiao Li
    ,
    Chuan Li
    ,
    Nan Yin
    ,
    Li Shen
    ,
    Jingcai Guo
  11. In-Context Meta LoRA Generation
    IJCAI 2025 ·
    Yihua Shao
    ,
    Minxi Yan
    ,
    Yang Liu
    ,
    Siyu Chen
    ,
    Wenjie Chen
    ,
    Xinwei Long
    ,
    Ziyang Yan
    ,
    Lei Li
    ,
    Chenyu Zhang
    ,
    Nicu Sebe
    ,
    Hao Tang
    ,
    Yan Wang
    ,
    Hao Zhao
    , Mengzhu Wang,
    Jingcai Guo
  12. Pano3R: Training Free Panoramic 3D Reconstruction
    ECAI 2025 ·
    Shiming Song
    ,
    Yongjun Zhang
    ,
    Yuanze Wang
    , Mengzhu Wang,
    Yuetian Wang
    ,
    Zhuojing Tian
    ,
    Jinming Song
    ,
    Dianxi Shi
  13. Wave-wise Discriminative Tracking by Phase-Amplitude Separation, Augmentation and Mixture
    IJCAI 2025 ·
    Huibin Tan
    ,
    Mingyu Cao
    ,
    Kun Hu
    ,
    Xihuai He
    ,
    Zhe Wang
    ,
    Hao Li
    ,
    Long Lan
    , Mengzhu Wang
  14. Correlation Matching Transformation Transformers for UHD Image Restoration
    AAAI 2024 ·
    Cong Wang
    ,
    Jinshan Pan
    ,
    Wei Wang
    ,
    Gang Fu
    ,
    Siyuan Liang
    , Mengzhu Wang,
    Xiao-Ming Wu
    ,
    Jun Liu
  15. DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption
    ICLR 2024 ·
    Nan Yin
    , Mengzhu Wang,
    Zhenghan Chen
    ,
    Li Shen
    ,
    Huan Xiong
    ,
    Bin Gu
    ,
    Xiao Luo
  16. Dynamic Spiking Graph Neural Networks
    AAAI 2024 ·
    Nan Yin
    , Mengzhu Wang,
    Zhenghan Chen
    ,
    Giulia De Masi
    ,
    Huan Xiong
    ,
    Bin Gu
  17. Improving Graph Contrastive Learning via Adaptive Positive Sampling
    CVPR 2024 ·
    Jiaming Zhuo
    ,
    Feiyang Qin
    ,
    Can Cui
    ,
    Kun Fu
    ,
    Bingxin Niu
    , Mengzhu Wang,
    Yuanfang Guo
    ,
    Chuan Wang
    ,
    Zhen Wang
    ,
    Xiaochun Cao
    ,
    Liang Yang
  18. Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?
    NeurIPS 2024 ·
    Yang Dai
    ,
    Oubo Ma
    ,
    Longfei Zhang
    ,
    Xingxing Liang
    ,
    Shengchao Hu
    , Mengzhu Wang,
    Shouling Ji
    ,
    Jincai Huang
    ,
    Li Shen
  19. Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization
    AAAI 2024 ·
    Houcheng Su
    ,
    Weihao Luo
    ,
    Daixian Liu
    , Mengzhu Wang,
    Jing Tang
    ,
    Junyang Chen
    ,
    Cong Wang
    ,
    Zhenghan Chen