Dongyuan Li

Venues

Frequent coauthors

Papers

1. Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
   ACL 2026 ·

   Wei-Chieh Huang

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2. EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing
   AAAI 2026 ·

   Fan Gao

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3. LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
   ACL 2026 ·

   Henry Peng Zou

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4. Node Role-Guided LLMs for Dynamic Graph Clustering
   WWW 2026 · Dongyuan Li
5. See2Refine: Vision-Language Feedback Improves LLM-Based eHMI Action Designers
   ACL 2026 ·

   Ding Xia

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6. A Survey of RAG-Reasoning Systems in Large Language Models
   EMNLP 2025 ·

   Yangning Li

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7. A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization
   SIGIR 2025 ·

   Shiyin Tan

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8. Automating eHMI Action Design with LLMs for Automated Vehicle Communication
   EMNLP 2025 ·

   Ding Xia

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9. BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations
   AAAI 2025 ·

   Yusong Wang

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10. DRTT : A Diffusion-based Framework for 4DCT Generation, Robust Thoracic Registration and Tumor Deformation Tracking
    IROS 2025 · Dongyuan Li
11. DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs
    NeurIPS 2025 · Dongyuan Li
12. MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions
    ICLR 2025 ·

    Jian Wu

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13. Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
    EMNLP 2025 ·

    Yaozu Wu

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14. Revisiting Dynamic Graph Clustering via Matrix Factorization
    WWW 2025 · Dongyuan Li
15. Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity
    SIGKDD 2025 ·

    Shiyin Tan

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16. Thermal-Aware Low-Light Image Enhancement: A Real-World Benchmark and a New Light-Weight Model
    AAAI 2025 ·

    Zhen Wang

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17. Video-based Transparent Object Segmentation via Temporal Feature Aggregation
    ACM MM 2025 ·

    Zhen Wang

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18. Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization
    EMNLP 2024 · Dongyuan Li
19. Community-Invariant Graph Contrastive Learning
    ICML 2024 ·

    Shiyin Tan

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20. LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation
    EMNLP 2024 ·

    Yusong Wang

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21. Multimodal Low-light Image Enhancement with Depth Information
    ACM MM 2024 ·

    Zhen Wang

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