Jin, Depeng

14 publications

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

AAAI 2025 Iterative Sparse Attention for Long-Sequence Recommendation Guanyu Lin, Jinwei Luo, Yinfeng Li, Chen Gao, Qun Luo, Depeng Jin

ICML 2025 Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems Hongyuan Su, Yu Zheng, Yuan Yuan, Yuming Lin, Depeng Jin, 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

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

AAAI 2023 PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning Huandong Wang, Changzheng Gao, Yuchen Wu, Depeng Jin, Lina Yao, Yong Li

AAAI 2022 MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery Problems Zefang Zong, Meng Zheng, Yong Li, Depeng Jin

ICLR 2021 Learnable Embedding Sizes for Recommender Systems Siyi Liu, Chen Gao, Yihong Chen, Depeng Jin, Yong Li

NeurIPS 2021 Progressive Feature Interaction Search for Deep Sparse Network Chen Gao, Yinfeng Li, Quanming Yao, Depeng Jin, 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 DeepAPF: Deep Attentive Probabilistic Factorization for Multi-Site Video Recommendation Huan Yan, Xiangning Chen, Chen Gao, Yong Li, Depeng Jin

AAAI 2019 DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis Ziqian Lin, Jie Feng, Ziyang Lu, 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