Depeng Jin

2026

doi dblp
Disentangled Interest Network for Out-of-Distribution CTR Prediction.
Yu Zheng|Chen Gao|Jianxin Chang|Yanan Niu|Yang Song|Depeng Jin|Meng Wang|Yong Li
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 2

2025

doi dblp
Enhancing ID-based Recommendation with Large Language Models.
Lei Chen|Chen Gao|Xiaoyi Du|Hengliang Luo|Depeng Jin|Yong Li|Meng Wang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5

2024

doi dblp
Learning from Hierarchical Structure of Knowledge Graph for Recommendation.
Yingrong Qin|Chen Gao|Shuangqing Wei|Yue Wang|Depeng Jin|Jian Yuan|Lin Zhang|Dong Li|Jianye Hao|Yong Li
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
doi dblp
Generating Daily Activities with Need Dynamics.
Yuan Yuan|Jingtao Ding|Huandong Wang|Depeng Jin
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 2
doi dblp
Alleviating Video-length Effect for Micro-video Recommendation.
Yuhan Quan|Jingtao Ding|Chen Gao|Nian Li|Lingling Yi|Depeng Jin|Yong Li
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
doi dblp
Empowering Predictive Modeling by GAN-based Causal Information Learning.
Jinwei Zeng|Guozhen Zhang|Jian Yuan|Yong Li|Depeng Jin
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 3
doi dblp
Fine-grained Courier Delivery Behavior Recovery with a Digital Twin Based Iterative Calibration Framework.
Fudan Yu|Guozhen Zhang|Haotian Wang|Depeng Jin|Yong Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 5
doi dblp
KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction.
Jiahui Gong|Tong Li|Huandong Wang|Yu Liu|Xing Wang|Zhendong Wang|Chao Deng|Junlan Feng|Depeng Jin|Yong Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 6
doi dblp
Mixed Attention Network for Cross-domain Sequential Recommendation.
Guanyu Lin|Chen Gao|Yu Zheng|Jianxin Chang|Yanan Niu|Yang Song|Kun Gai|Zhiheng Li|Depeng Jin|Yong Li|Meng Wang
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Inverse Learning with Extremely Sparse Feedback for Recommendation.
Guanyu Lin|Chen Gao|Yu Zheng|Yinfeng Li|Jianxin Chang|Yanan Niu|Yang Song|Kun Gai|Zhiheng Li|Depeng Jin|Yong Li
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Full-stage Diversified Recommendation: Large-scale Online Experiments in Short-video Platform.
Nian Li|Yunzhu Pan|Chen Gao|Depeng Jin|Qingmin Liao
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Improving Item-side Fairness of Multimodal Recommendation via Modality Debiasing.
Yu Shang|Chen Gao|Jiansheng Chen|Depeng Jin|Yong Li
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
MetroGNN: Metro Network Expansion with Reinforcement Learning.
Hongyuan Su|Yu Zheng|Jingtao Ding|Depeng Jin|Yong Li
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024
doi dblp
Rumor Mitigation in Social Media Platforms with Deep Reinforcement Learning.
Hongyuan Su|Yu Zheng|Jingtao Ding|Depeng Jin|Yong Li
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
DAS: Efficient Street View Image Sampling for Urban Prediction.
Guozhen Zhang|Jinhui Yi|Jian Yuan|Yong Li|Depeng Jin
ACM Transactions on Intelligent Systems and Technology (TIST) 2023 Volume 14 Issue 2
doi dblp
Discovering Causes of Traffic Congestion via Deep Transfer Clustering.
Mudan Wang|Yuan Yuan|Huan Yan|Hongjie Sui|Fan Zuo|Yue Liu|Yong Li|Depeng Jin
ACM Transactions on Intelligent Systems and Technology (TIST) 2023 Volume 14 Issue 5
doi dblp
Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands.
Wenzhen Huang|Tong Li|Yuting Cao|Zhe Lyu|Yanping Liang|Li Yu|Depeng Jin|Junge Zhang|Yong Li
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender System.
Yunzhu Pan|Nian Li|Chen Gao|Jianxin Chang|Yanan Niu|Yang Song|Depeng Jin|Yong Li
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Transferable Structure-based Adversarial Attack of Heterogeneous Graph Neural Network.
Yu Shang|Yudong Zhang|Jiansheng Chen|Depeng Jin|Yong Li
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Understanding and Modeling Collision Avoidance Behavior for Realistic Crowd Simulation.
Zihan Yu|Guozhen Zhang|Yong Li|Depeng Jin
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation.
Taichi Liu|Chen Gao|Zhenyu Wang|Dong Li|Jianye Hao|Depeng Jin|Yong Li
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Learning Fine-grained User Interests for Micro-video Recommendation.
Yu Shang|Chen Gao|Jiansheng Chen|Depeng Jin|Meng Wang|Yong Li
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Learning to Simulate Daily Activities via Modeling Dynamic Human Needs.
Yuan Yuan|Huandong Wang|Jingtao Ding|Depeng Jin|Yong Li
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Dual-interest Factorization-heads Attention for Sequential Recommendation.
Guanyu Lin|Chen Gao|Yu Zheng|Jianxin Chang|Yanan Niu|Yang Song|Zhiheng Li|Depeng Jin|Yong Li
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Robust Preference-Guided Denoising for Graph based Social Recommendation.
Yuhan Quan|Jingtao Ding|Chen Gao|Lingling Yi|Depeng Jin|Yong Li
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
An Attentional Multi-scale Co-evolving Model for Dynamic Link Prediction.
Guozhen Zhang|Tian Ye|Depeng Jin|Yong Li
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Hierarchical Knowledge Graph Learning Enabled Socioeconomic Indicator Prediction in Location-Based Social Network.
Zhilun Zhou|Yu Liu|Jingtao Ding|Depeng Jin|Yong Li
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention Network.
Fuxian Li|Jie Feng|Huan Yan|Depeng Jin|Yong Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 5
doi dblp
Spatiotemporal-aware Session-based Recommendation with Graph Neural Networks.
Yinfeng Li|Chen Gao|Xiaoyi Du|Huazhou Wei|Hengliang Luo|Depeng Jin|Yong Li
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Automated Spatio-Temporal Synchronous Modeling with Multiple Graphs for Traffic Prediction.
Fuxian Li|Huan Yan|Guangyin Jin|Yue Liu|Yong Li|Depeng Jin
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation.
Yinfeng Li|Chen Gao|Hengliang Luo|Depeng Jin|Yong Li
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Dual Contrastive Network for Sequential Recommendation.
Guanyu Lin|Chen Gao|Yinfeng Li|Yu Zheng|Zhiheng Li|Depeng Jin|Yong Li
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
A Counterfactual Modeling Framework for Churn Prediction.
Guozhen Zhang|Jinwei Zeng|Zhengyue Zhao|Depeng Jin|Yong Li
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
doi dblp
Knowledge Enhanced GAN for IoT Traffic Generation.
Shuodi Hui|Huandong Wang|Zhenhua Wang|Xinghao Yang|Zhongjin Liu|Depeng Jin|Yong Li
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Disentangling Long and Short-Term Interests for Recommendation.
Yu Zheng|Chen Gao|Jianxin Chang|Yanan Niu|Yang Song|Depeng Jin|Yong Li
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Linking Multiple User Identities of Multiple Services from Massive Mobility Traces.
Huandong Wang|Yong Li|Gang Wang|Depeng Jin
ACM Transactions on Intelligent Systems and Technology (TIST) 2021 Volume 12 Issue 4
doi dblp
Sequential Recommendation with Graph Neural Networks.
Jianxin Chang|Chen Gao|Yu Zheng|Yiqun Hui|Yanan Niu|Yang Song|Depeng Jin|Yong Li
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Community Value Prediction in Social E-commerce.
Guozhen Zhang|Yong Li|Yuan Yuan|Fengli Xu|Hancheng Cao|Yujian Xu|Depeng Jin
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
DGCN: Diversified Recommendation with Graph Convolutional Networks.
Yu Zheng|Chen Gao|Liang Chen|Depeng Jin|Yong Li
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Disentangling User Interest and Conformity for Recommendation with Causal Embedding.
Yu Zheng|Chen Gao|Xiang Li|Xiangnan He|Yong Li|Depeng Jin
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Improving Implicit Recommender Systems with Auxiliary Data.
Jingtao Ding|Guanghui Yu|Yong Li|Xiangnan He|Depeng Jin
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 1
doi dblp
DeepApp: Predicting Personalized Smartphone App Usage via Context-Aware Multi-Task Learning.
Tong Xia|Yong Li|Jie Feng|Depeng Jin|Qing Zhang|Hengliang Luo|Qingmin Liao
ACM Transactions on Intelligent Systems and Technology (TIST) 2020 Volume 11 Issue 6
doi dblp
Representative Negative Instance Generation for Online Ad Targeting.
Yuhan Quan|Jingtao Ding|Depeng Jin|Jianbo Yang|Xing Zhou|Yong Li
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Bundle Recommendation with Graph Convolutional Networks.
Jianxin Chang|Chen Gao|Xiangnan He|Depeng Jin|Yong Li
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
DPLCF: Differentially Private Local Collaborative Filtering.
Chen Gao|Chao Huang|Dongsheng Lin|Depeng Jin|Yong Li
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
doi dblp
Multi-behavior Recommendation with Graph Convolutional Networks.
Bowen Jin|Chen Gao|Xiangnan He|Depeng Jin|Yong Li
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

doi dblp
DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data.
Jie Feng|Mingyang Zhang|Huandong Wang|Zeyu Yang|Chao Zhang|Yong Li|Depeng Jin
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
Cross-domain Recommendation Without Sharing User-relevant Data.
Chen Gao|Xiangning Chen|Fuli Feng|Kai Zhao|Xiangnan He|Yong Li|Depeng Jin
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
Understanding Urban Dynamics via State-sharing Hidden Markov Model.
Tong Xia|Yue Yu|Fengli Xu|Funing Sun|Diansheng Guo|Depeng Jin|Yong Li
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
DeepMove: Predicting Human Mobility with Attentional Recurrent Networks.
Jie Feng|Yong Li|Chao Zhang|Funing Sun|Fanchao Meng|Ang Guo|Depeng Jin
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018
doi dblp
An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data.
Jingtao Ding|Fuli Feng|Xiangnan He|Guanghui Yu|Yong Li|Depeng Jin
Companion Proceedings of the The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2017

doi dblp
From Fingerprint to Footprint: Revealing Physical World Privacy Leakage by Cyberspace Cookie Logs.
Huandong Wang|Chen Gao|Yong Li|Zhi-Li Zhang|Depeng Jin
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi dblp
On Migratory Behavior in Video Consumption.
Huan Yan|Tzu-Heng Lin|Gang Wang|Yong Li|Haitao Zheng|Depeng Jin|Ben Y. Zhao
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
doi dblp
Trajectory Recovery From Ash: User Privacy Is NOT Preserved in Aggregated Mobility Data.
Fengli Xu|Zhen Tu|Yong Li|Pengyu Zhang|Xiaoming Fu|Depeng Jin
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

2014

doi dblp
Temporal capacity graphs for time-varying mobile networks.
Xiangming Zhu|Yong Li|Depeng Jin|Pan Hui
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume