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Depeng Jin

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

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Venues

WWW ×4AAAI ×2ACL ×2ICLR ×2WSDM ×2ICML ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Yuan Yuan
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Guanyu Lin
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Hongyuan Su
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Zhilun Zhou
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Jun Zhang
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Zihan Yu
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Nian Li
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Yu Shang
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Papers

  1. Identifying Collective Intelligence Factor in LLM Agent Groups for Generalizable Multi-Agent System Design
    ACL 2026 ·
    Zhilun Zhou
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  2. ResMAS: Resilience Optimization in LLM-based Multi-agent Systems
    AAAI 2026 ·
    Zhilun Zhou
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  3. A Parallelized Framework for Simulating Large-Scale LLM Agents with Realistic Environments and Interactions
    ACL 2025 ·
    Jun Zhang
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  4. Diffusion Transformers as Open-World Spatiotemporal Foundation Models
    NeurIPS 2025 ·
    Yuan Yuan
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  5. Iterative Sparse Attention for Long-sequence Recommendation
    AAAI 2025 ·
    Guanyu Lin
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  6. Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems
    ICML 2025 ·
    Hongyuan Su
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  7. Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
    ICLR 2025 ·
    Zihan Yu
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  8. Full-stage Diversified Recommendation: Large-scale Online Experiments in Short-video Platform
    WWW 2024 ·
    Nian Li
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  9. Improving Item-side Fairness of Multimodal Recommendation via Modality Debiasing
    WWW 2024 ·
    Yu Shang
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  10. Inverse Learning with Extremely Sparse Feedback for Recommendation
    WSDM 2024 ·
    Guanyu Lin
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  11. MetroGNN: Metro Network Expansion with Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
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  12. Mixed Attention Network for Cross-domain Sequential Recommendation
    WSDM 2024 ·
    Guanyu Lin
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  13. Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
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  14. Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
    ICLR 2024 ·
    Yuan Yuan
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  15. UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction
    SIGKDD 2024 ·
    Yuan Yuan
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