All Stories

  1. Frequency-Domain Multi-Modality Transportation Modeling

    Article • August 2026, ACM (Association for Computing Machinery)

    Renhe Jiang

  2. Towards Resilient Transportation: A Conditional Transformer for Accident-Informed Traffic Forecasting

    Article • April 2026, ACM (Association for Computing Machinery)

    Renhe Jiang

  3. Node Role-Guided LLMs for Dynamic Graph Clustering

    Article • April 2026, ACM (Association for Computing Machinery)

    Renhe Jiang

  4. Video-based Transparent Object Segmentation via Temporal Feature Aggregation

    Article • October 2025, ACM (Association for Computing Machinery)

    Renhe Jiang

  5. Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity

    Article • August 2025, ACM (Association for Computing Machinery)

    Renhe Jiang

  6. CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events

    Article • July 2025, ACM (Association for Computing Machinery)

    Renhe Jiang

  7. Non-Homophilic Graph Pre-Training and Prompt Learning

    Article • July 2025, ACM (Association for Computing Machinery)

    Renhe Jiang

  8. A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization

    Article • July 2025, ACM (Association for Computing Machinery)

    Renhe Jiang, Jaeeon Park

  9. Revisiting Dynamic Graph Clustering via Matrix Factorization

    Article • April 2025, ACM (Association for Computing Machinery)

    Renhe Jiang

  10. Seed: Bridging Sequence and Diffusion Models for Road Trajectory Generation

    Article • April 2025, ACM (Association for Computing Machinery)

    Renhe Jiang

  11. Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned

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

    Arian Prabowo, Renhe Jiang, Jinliang Deng

  12. Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction

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

    Xiaohang Xu, Renhe Jiang, Chuang Yang

  13. Multimodal Low-light Image Enhancement with Depth Information

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

    Renhe Jiang

  14. Introduction to the Special Issue on Machine Learning and Location Data: Part II

    Article • ACM Transactions on Spatial Algorithms and Systems, October 2024, ACM (Association for Computing Machinery)

    Renhe Jiang

  15. Introduction to the Special Issue on Machine Learning and Location Data

    Article • ACM Transactions on Spatial Algorithms and Systems, September 2024, ACM (Association for Computing Machinery)

    Renhe Jiang

  16. Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting

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

    Jinliang Deng, Renhe Jiang

  17. Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation

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

    Renhe Jiang, Xiaohang Xu

  18. Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting

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

    Renhe Jiang, Jinliang Deng

  19. MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation

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

    Renhe Jiang

  20. TTS-Norm: Forecasting Tensor Time Series via Multi-way Normalization

    Article • ACM Transactions on Knowledge Discovery from Data, June 2023, ACM (Association for Computing Machinery)

    Renhe Jiang

  21. Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster

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

    Yudong Tao, Renhe Jiang, Chuang Yang

  22. Metropolitan-scale Mobility Digital Twin

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

    Renhe Jiang

  23. Towards an Event-Aware Urban Mobility Prediction System

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

    Renhe Jiang

  24. A Survey on Data-driven COVID-19 and Future Pandemic Management

    Article • ACM Computing Surveys, December 2022, ACM (Association for Computing Machinery)

    Yudong Tao, Renhe Jiang

  25. Human Mobility-based Individual-level Epidemic Simulation Platform

    Article • ACM Transactions on Spatial Algorithms and Systems, September 2022, ACM (Association for Computing Machinery)

    Renhe Jiang

  26. Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System

    Article • ACM Transactions on Intelligent Systems and Technology, April 2022, ACM (Association for Computing Machinery)

    Renhe Jiang

  27. Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction

    Article • October 2021, ACM (Association for Computing Machinery)

    Renhe Jiang

  28. DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction

    Article • October 2021, ACM (Association for Computing Machinery)

    Jinliang Deng, Renhe Jiang

  29. ST-Norm

    Article • August 2021, ACM (Association for Computing Machinery)

    Jinliang Deng, Renhe Jiang

  30. The Pulse of Urban Transport: Exploring the Co-evolving Pattern for Spatio-temporal Forecasting

    Article • ACM Transactions on Knowledge Discovery from Data, May 2021, ACM (Association for Computing Machinery)

    Jinliang Deng, Renhe Jiang

  31. Transfer Urban Human Mobility via POI Embedding over Multiple Cities

    Article • ACM/IMS Transactions on Data Science, January 2021, ACM (Association for Computing Machinery)

    Renhe Jiang

  32. Decentralized Attention-based Personalized Human Mobility Prediction

    Article • Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, December 2019, ACM (Association for Computing Machinery)

    Renhe Jiang

  33. DeepUrbanEvent

    Article • July 2019, ACM (Association for Computing Machinery)

    Renhe Jiang

  34. Online Deep Ensemble Learning for Predicting Citywide Human Mobility

    Article • Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, September 2018, ACM (Association for Computing Machinery)

    Renhe Jiang

  35. Deep ROI-Based Modeling for Urban Human Mobility Prediction

    Article • Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, March 2018, ACM (Association for Computing Machinery)

    Renhe Jiang