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Letian Zhang

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

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Venues

AAAI ×5NeurIPS ×3CVPR ×2ICCV ×2

Frequent coauthors

Jie Xu
×6
Jieming Bian
×5
Lei Wang
×5
Guanghao Meng
×3
Jinpeng Wang
×3
Jieming Zhu
×2
Yong Jiang
×2
Qing Li
×2
Chen Chen
×2
Bingchen Zhao
×2
Xudong Ren
×1
Dan Zhao
×1

Papers

  1. FedALT: Federated Fine-Tuning Through Adaptive Local Training with Rest-of-World LoRA
    AAAI 2026 ·
    Jieming Bian
    ,
    Lei Wang
    , Letian Zhang,
    Jie Xu
  2. HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment
    AAAI 2026 · Letian Zhang,
    Guanghao Meng
    ,
    Xudong Ren
    ,
    Jinpeng Wang
  3. Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval
    AAAI 2026 ·
    Guanghao Meng
    ,
    Jinpeng Wang
    ,
    Jieming Zhu
    , Letian Zhang,
    Yong Jiang
    ,
    Dan Zhao
    ,
    Qing Li
  4. Adaptive LoRA Experts Allocation and Selection for Federated Fine-Tuning
    NeurIPS 2025 ·
    Lei Wang
    ,
    Jieming Bian
    , Letian Zhang,
    Jie Xu
  5. EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
    AAAI 2025 ·
    Guanghao Meng
    ,
    Sunan He
    ,
    Jinpeng Wang
    ,
    Tao Dai
    , Letian Zhang,
    Jieming Zhu
    ,
    Qing Li
    ,
    Gang Wang
    ,
    Rui Zhang
    ,
    Yong Jiang
  6. FedEL: Federated Elastic Learning for Heterogeneous Devices
    NeurIPS 2025 · Letian Zhang,
    Bo Chen
    ,
    Jieming Bian
    ,
    Lei Wang
    ,
    Jie Xu
  7. IL-NeRF: Incremental Learning for Neural Radiance Fields with Camera Pose Alignment
    CVPR 2025 · Letian Zhang,
    Ming Li
    ,
    Chen Chen
    ,
    Jie Xu
  8. LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement
    ICCV 2025 ·
    Jieming Bian
    ,
    Lei Wang
    , Letian Zhang,
    Jie Xu
  9. Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis
    ICCV 2025 · Letian Zhang,
    Quan Cui
    ,
    Bingchen Zhao
    ,
    Cheng Yang
  10. Pre-Trained Vision-Language Models as Noisy Partial Annotators
    AAAI 2025 ·
    Qian-Wei Wang
    ,
    Yuqiu Xie
    , Letian Zhang,
    Zimo Liu
    ,
    Shu-Tao Xia
  11. Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains
    NeurIPS 2024 ·
    Lei Wang
    ,
    Jieming Bian
    , Letian Zhang,
    Chen Chen
    ,
    Jie Xu
  12. What If the TV was off? Examining Counterfactual Reasoning Abilities of Multi-modal Language Models
    CVPR 2024 · Letian Zhang,
    Xiaotong Zhai
    ,
    Zhongkai Zhao
    ,
    Yongshuo Zong
    ,
    Xin Wen
    ,
    Bingchen Zhao