Ding, Jingtao

14 publications

ICLR 2025 A Large-Scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation Can Rong, Jingtao Ding, Yan Liu, Yong Li

NeurIPS 2025 Diffusion Transformers as Open-World Spatiotemporal Foundation Models Yuan Yuan, Chonghua Han, Jingtao Ding, Guozhen Zhang, Depeng Jin, Yong Li

IJCAI 2025 OpenCarbon: A Contrastive Learning-Based Cross-Modality Neural Approach for High-Resolution Carbon Emission Prediction Using Open Data Jinwei Zeng, Yu Liu, Guozhen Zhang, Jingtao Ding, Yuming Lin, Jian Yuan, Yong Li

NeurIPS 2025 PID-Controlled Langevin Dynamics for Faster Sampling of Generative Models Hongyi Chen, Jianhai Shu, Jingtao Ding, Yong Li, Xiao-Ping Zhang

NeurIPS 2025 Satellites Reveal Mobility: A Commuting Origin-Destination Flow Generator for Global Cities Can Rong, Xin Zhang, Yanxin Xi, Hongjie Sui, Jingtao Ding, Yong Li

ICLR 2025 Symbolic Regression via MDLformer-Guided Search: From Minimizing Prediction Error to Minimizing Description Length Zihan Yu, Jingtao Ding, Yong Li, Depeng Jin

IJCAI 2025 Unveiling the Power of Noise Priors: Enhancing Diffusion Models for Mobile Traffic Prediction Zhi Sheng, Daisy Yuan, Jingtao Ding, Qi Yan, Xi Zheng, Yue Sun, Yong Li

AAAI 2024 Estimating On-Road Transportation Carbon Emissions from Open Data of Road Network and Origin-Destination Flow Data Jinwei Zeng, Yu Liu, Jingtao Ding, Jian Yuan, Yong Li

AAAI 2024 Social Physics Informed Diffusion Model for Crowd Simulation Hongyi Chen, Jingtao Ding, Yong Li, Yue Wang, Xiao-Ping Zhang

ICLR 2024 Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation Yuan Yuan, Chenyang Shao, Jingtao Ding, Depeng Jin, Yong Li

ICLR 2023 Learning Symbolic Models for Graph-Structured Physical Mechanism Hongzhi Shi, Jingtao Ding, Yufan Cao, Quanming Yao, Li Liu, Yong Li

NeurIPS 2020 Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering Jingtao Ding, Yuhan Quan, Quanming Yao, Yong Li, Depeng Jin

IJCAI 2019 Reinforced Negative Sampling for Recommendation with Exposure Data Jingtao Ding, Yuhan Quan, Xiangnan He, Yong Li, Depeng Jin

IJCAI 2018 Improving Implicit Recommender Systems with View Data Jingtao Ding, Guanghui Yu, Xiangnan He, Yuhan Quan, Yong Li, Tat-Seng Chua, Depeng Jin, Jiajie Yu