All Stories

  1. Controllable Human Trajectory Generation Using Profile-Guided Latent Diffusion

    Article • ACM Transactions on Knowledge Discovery from Data, October 2024, ACM (Association for Computing Machinery)

    jt ding

  2. A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction

    Article • August 2024, ACM (Association for Computing Machinery)

    jt ding

  3. UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction

    Article • August 2024, ACM (Association for Computing Machinery)

    jt ding

  4. TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics

    Article • August 2024, ACM (Association for Computing Machinery)

    jt ding

  5. An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques

    Article • ACM Computing Surveys, July 2024, ACM (Association for Computing Machinery)

    jt ding

  6. Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning

    Article • May 2024, ACM (Association for Computing Machinery)

    jt ding

  7. MetroGNN: Metro Network Expansion with Reinforcement Learning

    Article • May 2024, ACM (Association for Computing Machinery)

    jt ding

  8. Learning to Generate Temporal Origin-destination Flow Based on Urban Regional Features and Traffic Information

    Article • ACM Transactions on Knowledge Discovery from Data, February 2024, ACM (Association for Computing Machinery)

    jt ding

  9. Generating Daily Activities with Need Dynamics

    Article • ACM Transactions on Intelligent Systems and Technology, December 2023, ACM (Association for Computing Machinery)

    jt ding

  10. Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion

    Article • November 2023, ACM (Association for Computing Machinery)

    jt ding

  11. KnowSite: Leveraging Urban Knowledge Graph for Site Selection

    Article • November 2023, ACM (Association for Computing Machinery)

    jt ding

  12. Alleviating Video-length Effect for Micro-video Recommendation

    Article • ACM Transactions on Information Systems, November 2023, ACM (Association for Computing Machinery)

    jt ding

  13. UrbanKG: An Urban Knowledge Graph System

    Article • ACM Transactions on Intelligent Systems and Technology, May 2023, ACM (Association for Computing Machinery)

    jt ding

  14. Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction

    Article • April 2023, ACM (Association for Computing Machinery)

    jt ding

  15. Learning to Simulate Daily Activities via Modeling Dynamic Human Needs

    Article • April 2023, ACM (Association for Computing Machinery)

    jt ding

  16. Hierarchical Knowledge Graph Learning Enabled Socioeconomic Indicator Prediction in Location-Based Social Network

    Article • April 2023, ACM (Association for Computing Machinery)

    jt ding

  17. Robust Preference-Guided Denoising for Graph based Social Recommendation

    Article • April 2023, ACM (Association for Computing Machinery)

    jt ding

  18. Developing knowledge graph based system for urban computing

    Article • November 2022, ACM (Association for Computing Machinery)

    jt ding

  19. PlatoGL: Effective and Scalable Deep Graph Learning System for Graph-enhanced Real-Time Recommendation

    Article • October 2022, ACM (Association for Computing Machinery)

    jt ding, hao gu, Dandan Lin

  20. Causal Learning Empowered OD Prediction for Urban Planning

    Article • October 2022, ACM (Association for Computing Machinery)

    jt ding

  21. DVR

    Article • October 2022, ACM (Association for Computing Machinery)

    jt ding

  22. A data synthesis approach for human daily activities and trajectories.

    Article • August 2022, ACM (Association for Computing Machinery)

    jt ding