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Jinpeng Chen

13 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×3CIKM ×2ACL ×1ACM MM ×1BMVC ×1EMNLP ×1ICDM ×1NeurIPS ×1SIGIR ×1WWW ×1

Frequent coauthors

Huan Li
×9
Kaimin Wei
×7
Senzhang Wang
×5
Zhenye Yang
×5
Fan Zhang
×4
Jianxiang He
×4
Xiongnan Jin
×4
Feifei Kou
×3
Yuan Cao
×3
Ye Ji
×2
Yicheng Ji
×2
Jun Zhang
×2

Papers

  1. DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation
    AAAI 2026 ·
    Fan Zhang
    , Jinpeng Chen,
    Tao Wang
    ,
    Huan Li
    ,
    Senzhang Wang
    ,
    Feifei Kou
    ,
    Ye Ji
    ,
    Kaimin Wei
    ,
    Zhenye Yang
  2. Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based Recommendation
    WWW 2026 · Jinpeng Chen,
    Jianxiang He
    ,
    Yuan Cao
    ,
    Huan Li
    ,
    Zhenye Yang
    ,
    Kaimin Wei
    ,
    Xiongnan Jin
    ,
    Senzhang Wang
    ,
    Weiping Tu
  3. See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
    ACL 2026 ·
    Yicheng Ji
    ,
    Jun Zhang
    , Jinpeng Chen,
    Cong Wang
    ,
    Lidan Shou
    ,
    Gang Chen
    ,
    Huan Li
  4. CoIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization
    NeurIPS 2025 ·
    Yichen Yan
    ,
    Ming Zhong
    ,
    Qi Zhu
    ,
    Xiaoling Gu
    , Jinpeng Chen,
    Huan Li
  5. HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models
    AAAI 2025 ·
    Xiongnan Jin
    ,
    Zhilin Wang
    , Jinpeng Chen,
    Liu Yang
    ,
    Byungkook Oh
    ,
    Seung-won Hwang
    ,
    Jianqiang Li
  6. Heterogeneous Graph-Based Sequential Recommendation with Disentangled Methods
    ICDM 2025 · Jinpeng Chen,
    Huachen Guan
    ,
    Fan Zhang
    ,
    Zhenye Yang
    ,
    Jianxiang He
    ,
    Hongbo Gao
    ,
    Kaimin Wei
  7. Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation
    SIGIR 2025 · Jinpeng Chen,
    Jianxiang He
    ,
    Huan Li
    ,
    Senzhang Wang
    ,
    Yuan Cao
    ,
    Kaimin Wei
    ,
    Zhenye Yang
    ,
    Ye Ji
  8. Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation
    ACM MM 2025 ·
    Fan Zhang
    , Jinpeng Chen,
    Huan Li
    ,
    Senzhang Wang
    ,
    Yuan Cao
    ,
    Kaimin Wei
    ,
    Jianxiang He
    ,
    Feifei Kou
    ,
    Jinqing Wang
  9. Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection
    AAAI 2025 ·
    Weihong Bi
    ,
    Feifei Kou
    ,
    Lei Shi
    ,
    Yawen Li
    ,
    Haisheng Li
    , Jinpeng Chen,
    Mingying Xu
  10. STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation
    CIKM 2025 ·
    Zhenye Yang
    , Jinpeng Chen,
    Huan Li
    ,
    Xiongnan Jin
    ,
    Xuanyang Li
    ,
    Junwei Zhang
    ,
    Hongbo Gao
    ,
    Kaimin Wei
    ,
    Senzhang Wang
  11. SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
    EMNLP 2025 ·
    Yicheng Ji
    ,
    Jun Zhang
    ,
    Heming Xia
    , Jinpeng Chen,
    Lidan Shou
    ,
    Gang Chen
    ,
    Huan Li
  12. From Black-box to Label-only: a Plug-and-Play Attack Network for Model Inversion
    BMVC 2024 ·
    Huan Bao
    ,
    Kaimin Wei
    ,
    Yao Chen
    ,
    Hanting Hou
    , Jinpeng Chen,
    Yongdong Wu
  13. PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation
    CIKM 2024 · Jinpeng Chen,
    Huachen Guan
    ,
    Huan Li
    ,
    Fan Zhang
    ,
    Liwei Huang
    ,
    Guangyao Pang
    ,
    Xiongnan Jin