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Ji Liu

8 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

AAAI ×2ACM MM ×2EMNLP ×2ACL ×1SDM ×1

Frequent coauthors

Dejing Dou
×4
Rongjunchen Zhang
×3
Haipang Wu
×3
Yang Zhou
×3
Wenqiao Zhu
×2
Yulun Zhang
×2
Ziliang Gan
×2
Dong Zhang
×2
Zenglin Xu
×2
Yong Dai
×2
Tianshi Che
×2
Ruoming Jin
×2

Papers

  1. CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning
    EMNLP 2025 ·
    Wenqiao Zhu
    , Ji Liu,
    Rongjunchen Zhang
    ,
    Haipang Wu
    ,
    Yulun Zhang
  2. MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning
    ACM MM 2025 ·
    Ziliang Gan
    ,
    Dong Zhang
    ,
    Haohan Li
    ,
    Yang Wu
    ,
    Xueyuan Lin
    , Ji Liu,
    Haipang Wu
    ,
    Chaoyou Fu
    ,
    Zenglin Xu
    ,
    Rongjunchen Zhang
    ,
    Yong Dai
  3. NEXUS-O: An Omni-Perceptive and -Interactive Model for Language, Audio, and Vision
    ACM MM 2025 ·
    Che Liu
    ,
    Yingji Zhang
    ,
    Dong Zhang
    ,
    Weijie Zhang
    ,
    Chenggong Gong
    ,
    Yu Lu
    ,
    Shilin Zhou
    ,
    Ziliang Gan
    ,
    Ziao Wang
    ,
    Haipang Wu
    , Ji Liu,
    André Freitas
    ,
    Qifan Wang
    ,
    Zenglin Xu
    ,
    Rongjunchen Zhang
    ,
    Yong Dai
  4. SGDPO: Self-Guided Direct Preference Optimization for Language Model Alignment
    ACL 2025 ·
    Wenqiao Zhu
    , Ji Liu,
    Lulu Wang
    ,
    Jun Wu
    ,
    Yulun Zhang
  5. AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices
    SDM 2024 · Ji Liu,
    Tianshi Che
    ,
    Yang Zhou
    ,
    Ruoming Jin
    ,
    Huaiyu Dai
    ,
    Dejing Dou
    ,
    Patrick Valduriez
  6. FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update
    AAAI 2024 · Ji Liu,
    Juncheng Jia
    ,
    Tianshi Che
    ,
    Chao Huo
    ,
    Jiaxiang Ren
    ,
    Yang Zhou
    ,
    Huaiyu Dai
    ,
    Dejing Dou
  7. Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models
    EMNLP 2024 · Ji Liu,
    Jiaxiang Ren
    ,
    Ruoming Jin
    ,
    Zijie Zhang
    ,
    Yang Zhou
    ,
    Patrick Valduriez
    ,
    Dejing Dou
  8. G-LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint)
    AAAI 2024 ·
    Xuhong Li
    ,
    Haoyi Xiong
    ,
    Xingjian Li
    ,
    Xiao Zhang
    , Ji Liu,
    Haiyan Jiang
    ,
    Zeyu Chen
    ,
    Dejing Dou