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D

Depeng Jin

tsinghua university

60H指数
550论文数
1.7W被引数
收录论文 136
发表时间
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UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow PredictionUniFlow：统一城市时空流预测的基础模型
errIEEE Transactions on Mobile Computing
IF9.2
err2026-03-12
err0
PREAI
errYuan Yuan; Jingtao Ding; Chonghua Han; Zhi Sheng; Depeng Jin; Yong Li
err分享
err收藏
Disentangled Interest Network for Out-of-Distribution CTR Prediction解耦兴趣网络用于OOD CTR预测
errACM Transactions on Information Systems
IF9.1
err2026-02-01
err0
PREAI
errZheng, Yu; Gao, Chen; Chang, Jianxin; Niu, Yanan; Song, Yang; Jin, Depeng; Wang, Meng; Li, Yong
err分享
err收藏
Learning the complexity of urban mobility with deep generative network使用深度生成网络学习城市交通的复杂性
errPNAS NEXUS
IF3.8
err2025-05-06
err0
errOAAI
errYuan, Yuan; Ding, Jingtao; Jin, Depeng; Li, Yong
err分享
err收藏
Privacy-preserving recommendation with coarse-grained spatiotemporal contexts隐私保护推荐与粗粒度时空上下文
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2025-03-19
err0
PREAI
errChen, Lei; Gao, Chen; Lei, Jiahuan; Du, Xiaoyi; Shi, Xinlei; Luo, Hengliang; Jin, Depeng; Li, Yong; Wang, Meng
err分享
err收藏
GeoGail: A Model-Based Imitation Learning Framework for Human Trajectory SynthesizingGeoGail: 一种基于模型的人体轨迹合成模仿学习框架
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-12-31
err0
errOAAI
errWu, Yuchen; Wang, Huandong; Gao, Changzheng; Jin, Depeng; Li, Yong
err分享
err收藏
A Survey of Machine Learning for Urban Decision Making: Applications in Planning, Transportation, and Healthcare机器学习在城市决策中的应用综述：城市规划、交通和医疗领域的应用
errACM COMPUTING SURVEYS
IF28
err2024-12-24
err1
errOAAI
errZheng, Y; Hao, QY; Wang, JW; Gao, CZ; Chen, JW; Jin, DP; Li, Y
err分享
err收藏
KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-11-20
err0
errOAAI
errGong, Jiahui; Li, Tong; Wang, Huandong; Liu, Yu; Wang, Xing; Wang, Zhendong; Deng, Chao; Feng, Junlan; Jin, Depeng; Li, Yong
err分享
err收藏
Enhancing ID-based Recommendation with Large Language Models基于ID的推荐增强大型语言模型
errACM Transactions on Information Systems
IF9.1
err2024-11-13
err0
errOAAI
errLei Chen; Chen Gao; Xiaoyi Du; Hengliang Luo; Depeng Jin; Yong Li; Meng Wang
err分享
err收藏
Advancements in Federated Learning: Models, Methods, and联邦学习的进步: 模型、方法和
errACM COMPUTING SURVEYS
IF28
err2024-11-07
err1
errOAAI
errChen, Huiming; Wang, Huandong; Long, Qingyue; Jin, Depeng; Li, Yong
err分享
err收藏
Fine-grained Courier Delivery Behavior Recovery with a Digital Twin Based Iterative Calibration Framework
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-11-05
err0
errOAAI
errYu, Fudan; Zhang, Guozhen; Wang, Haotian; Jin, Depeng; Li, Yong
err分享
err收藏
Mobility Prediction via Rule-enhanced Knowledge Graph
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-10-09
err1
errOAAI
errYu, Qiaohong; Wang, Huandong; Liu, Yu; Jin, Depeng; Li, Yong; Zhu, Lin; Feng, Junlan
err分享
err收藏
Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data复杂系统的多尺度仿真: 知识与数据集成的视角
errACM COMPUTING SURVEYS
IF28
err2024-10-01
err1
errOAAI
errWang, Huandong; Yan, Huan; Rong, Can; Yuan, Yuan; Jiang, Fenyu; Han, Zhenyu; Sui, Hongjie; Jin, Depeng; Li, Yong
err分享
err收藏
Physics-Informed Neural Networks for Path Loss Estimation by Solving Electromagnetic Integral Equations
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2024-10-01
err4
PREAI
errJiang, Fenyu; Li, Tong; Lv, Xingzai; Rui, Hua; Jin, Depeng
err分享
err收藏
Mobile User Traffic Generation Via Multi-Scale Hierarchical GAN
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2024-07-26
err25
errOAAI
errLi, Tong; Hui, Shuodi; Zhang, Shiyuan; Wang, Huandong; Zhang, Yuheng; Hui, Pan; Jin, Depeng; Li, Yong
err分享
err收藏
Empowering Predictive Modeling by GAN-based Causal Information Learning
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-05-17
err0
errOAAI
errZeng, Jinwei; Zhang, Guozhen; Yuan, Jian; Li, Yong; Jin, Depeng
err分享
err收藏
Synthesizing Human Trajectories Based on Variational Point Processes
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-04-01
err0
PREAI
errWang, Huandong; Zhang, Qizhong; Wu, Yuchen; Jin, Depeng; Wang, Xing; Zhu, Lin; Yu, Li
err分享
err收藏
Privacy-preserving federated mobility prediction with compound data and model perturbation mechanism
errCHINA COMMUNICATIONS
IF3.1
err2024-03-01
err0
PREAI
errLong, Qingyue; Wang, Huandong; Chen, Huiming; Jin, Depeng; Zhu, Lin; Yu, Li; Li, Yong
err分享
err收藏
Generating Daily Activities with Need Dynamics
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-02-22
err0
PREAI
errYuan, Yuan; Ding, Jingtao; Wang, Huandong; Jin, Depeng
err分享
err收藏
History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-12-09
err0
errOAAI
errXia, Tong; Li, Yong; Qi, Yunhan; Feng, Jie; Xu, Fengli; Sun, Funing; Guo, Diansheng; Jin, Depeng
err分享
err收藏
Alleviating Video-length Effect for Micro-video Recommendation
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2023-11-08
err2
errOAAI
errQuan, Yuhan; Ding, Jingtao; Gao, Chen; Li, Nian; Yi, Lingling; Jin, Depeng; Li, Yong
err分享
err收藏

研究方向

暂无研究方向
合作学者
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陈
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王
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