PPaperPicks

Jingtao Ding

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

DBLP profile ↗ORCID 0000-0001-7985-6263 ↗Homepage ↗

Venues

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

Frequent coauthors

Yong Li
×16
Depeng Jin
×6
Yuan Yuan
×5
Can Rong
×3
Yu Zheng
×3
Jian Yuan
×3
Hongyi Chen
×3
Xiao-Ping Zhang
×3
Yong Li
×2
Chenyang Shao
×2
Guozhen Zhang
×2
Jinwei Zeng
×2

Papers

  1. City-Wide Origin-Destination Matrix Generation via Cascaded Graph Denoising Diffusion
    ICDE 2026 ·
    Can Rong
    , Jingtao Ding,
    Zhicheng Liu
    ,
    Peng Lu
    ,
    Yong Li
  2. Generating Realistic Human Mobility Data with Hybrid Large Language Model Agent
    SIGKDD 2026 ·
    Chenyang Shao
    ,
    Bingbing Fan
    , Jingtao Ding,
    Yuan Yuan
    ,
    Meng Wang
    ,
    Fengli Xu
  3. A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation
    ICLR 2025 ·
    Can Rong
    , Jingtao Ding,
    Yan Liu
    ,
    Yong Li
  4. Artificial Intelligence for Complex Network: Potential, Methodology and Application
    WWW 2025 · Jingtao Ding,
    Yu Zheng
    ,
    Huandong Wang
    ,
    Carlo Vittorio Cannistraci
    ,
    Jianxi Gao
    ,
    Yong Li
    ,
    Chuan Shi
  5. Diffusion Transformers as Open-World Spatiotemporal Foundation Models
    NeurIPS 2025 ·
    Yuan Yuan
    ,
    Chonghua Han
    , Jingtao Ding,
    Guozhen Zhang
    ,
    Depeng Jin
    ,
    Yong Li
  6. Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors
    WWW 2025 ·
    Yuheng Zhang
    ,
    Yuan Yuan
    , Jingtao Ding,
    Jian Yuan
    ,
    Yong Li
  7. OpenCarbon: A Contrastive Learning-based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data
    IJCAI 2025 ·
    Jinwei Zeng
    ,
    Yu Liu
    ,
    Guozhen Zhang
    , Jingtao Ding,
    Yuming Lin
    ,
    Jian Yuan
    ,
    Yong Li
  8. PID-controlled Langevin Dynamics for Faster Sampling of Generative Models
    NeurIPS 2025 ·
    Hongyi Chen
    ,
    Jianhai Shu
    , Jingtao Ding,
    Yong Li
    ,
    Xiao-Ping (Steven) Zhang
  9. Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
    NeurIPS 2025 ·
    Can Rong
    ,
    Xin Zhang
    ,
    Yanxin Xi
    ,
    Hongjie Sui
    , Jingtao Ding,
    Yong Li
  10. Structure-prior Informed Diffusion Model for Graph Source Localization with Limited Data
    CIKM 2025 ·
    Hongyi Chen
    , Jingtao Ding,
    Xiaojun Liang
    ,
    Yong Li
    ,
    Xiao-Ping Zhang
  11. Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
    ICLR 2025 ·
    Zihan Yu
    , Jingtao Ding,
    Yong Li
    ,
    Depeng Jin
  12. Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction
    IJCAI 2025 ·
    Zhi Sheng
    ,
    Daisy Yuan
    , Jingtao Ding,
    Qi Yan
    ,
    Xi Zheng
    ,
    Yue Sun
    ,
    Yong Li
  13. A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction
    SIGKDD 2024 ·
    Jiahui Gong
    , Jingtao Ding,
    Fanjin Meng
    ,
    Guilong Chen
    ,
    Hong Chen
    ,
    Shen Zhao
    ,
    Haisheng Lu
    ,
    Yong Li
  14. Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data
    AAAI 2024 ·
    Jinwei Zeng
    ,
    Yu Liu
    , Jingtao Ding,
    Jian Yuan
    ,
    Yong Li
  15. MetroGNN: Metro Network Expansion with Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
    ,
    Yu Zheng
    , Jingtao Ding,
    Depeng Jin
    ,
    Yong Li
  16. Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning
    WWW 2024 ·
    Hongyuan Su
    ,
    Yu Zheng
    , Jingtao Ding,
    Depeng Jin
    ,
    Yong Li
  17. Social Physics Informed Diffusion Model for Crowd Simulation
    AAAI 2024 ·
    Hongyi Chen
    , Jingtao Ding,
    Yong Li
    ,
    Yue Wang
    ,
    Xiao-Ping Zhang
  18. Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
    ICLR 2024 ·
    Yuan Yuan
    ,
    Chenyang Shao
    , Jingtao Ding,
    Depeng Jin
    ,
    Yong Li
  19. TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics
    SIGKDD 2024 ·
    Chang Liu
    , Jingtao Ding,
    Yiwen Song
    ,
    Yong Li
  20. UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction
    SIGKDD 2024 ·
    Yuan Yuan
    , Jingtao Ding,
    Jie Feng
    ,
    Depeng Jin
    ,
    Yong Li