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Jingtao Ding

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

SIGKDD ×4WWW ×4ICLR ×3NeurIPS ×3AAAI ×2IJCAI ×2CIKM ×1ICDE ×1

Frequent coauthors

Can Rong
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Yuan Yuan
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Hongyi Chen
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Jinwei Zeng
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Hongyuan Su
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Chenyang Shao
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Yuheng Zhang
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Zihan Yu
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Zhi Sheng
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Jiahui Gong
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Chang Liu
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Papers

  1. City-Wide Origin-Destination Matrix Generation via Cascaded Graph Denoising Diffusion
    ICDE 2026 ·
    Can Rong
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  2. Generating Realistic Human Mobility Data with Hybrid Large Language Model Agent
    SIGKDD 2026 ·
    Chenyang Shao
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  3. A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation
    ICLR 2025 ·
    Can Rong
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  4. Artificial Intelligence for Complex Network: Potential, Methodology and Application
    WWW 2025 · Jingtao Ding
  5. Diffusion Transformers as Open-World Spatiotemporal Foundation Models
    NeurIPS 2025 ·
    Yuan Yuan
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  6. Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors
    WWW 2025 ·
    Yuheng Zhang
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  7. OpenCarbon: A Contrastive Learning-based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data
    IJCAI 2025 ·
    Jinwei Zeng
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  8. PID-controlled Langevin Dynamics for Faster Sampling of Generative Models
    NeurIPS 2025 ·
    Hongyi Chen
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  9. Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
    NeurIPS 2025 ·
    Can Rong
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  10. Structure-prior Informed Diffusion Model for Graph Source Localization with Limited Data
    CIKM 2025 ·
    Hongyi Chen
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  11. Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
    ICLR 2025 ·
    Zihan Yu
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  12. Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction
    IJCAI 2025 ·
    Zhi Sheng
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  13. A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction
    SIGKDD 2024 ·
    Jiahui Gong
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  14. Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data
    AAAI 2024 ·
    Jinwei Zeng
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  15. MetroGNN: Metro Network Expansion with Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
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  16. Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
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  17. Social Physics Informed Diffusion Model for Crowd Simulation
    AAAI 2024 ·
    Hongyi Chen
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  18. Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
    ICLR 2024 ·
    Yuan Yuan
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  19. TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics
    SIGKDD 2024 ·
    Chang Liu
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  20. UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction
    SIGKDD 2024 ·
    Yuan Yuan
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