Jinpeng Chen

Venues

Frequent coauthors

Papers

1. DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation
   AAAI 2026 ·

   Fan Zhang

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2. Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based Recommendation
   WWW 2026 · Jinpeng Chen
3. See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
   ACL 2026 ·

   Yicheng Ji

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4. CoIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization
   NeurIPS 2025 ·

   Yichen Yan

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5. HLMEA: Unsupervised Entity Alignment Based on Hybrid Language Models
   AAAI 2025 ·

   Xiongnan Jin

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6. Heterogeneous Graph-Based Sequential Recommendation with Disentangled Methods
   ICDM 2025 · Jinpeng Chen
7. Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation
   SIGIR 2025 · Jinpeng Chen
8. Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation
   ACM MM 2025 ·

   Fan Zhang

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9. Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection
   AAAI 2025 ·

   Weihong Bi

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10. STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation
    CIKM 2025 ·

    Zhenye Yang

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11. SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
    EMNLP 2025 ·

    Yicheng Ji

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12. From Black-box to Label-only: a Plug-and-Play Attack Network for Model Inversion
    BMVC 2024 ·

    Huan Bao

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13. PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation
    CIKM 2024 · Jinpeng Chen