Jingtao Ding

2025

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Structure-prior Informed Diffusion Model for Graph Source Localization with Limited Data.
Hongyi Chen|Merih Seran Uysal|Christian Beecks|Jingtao Ding|Xiaojun Liang|Daniel Sabinasz|Thomas Seidl|Yong Li|Xiao-Ping Zhang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Noise Matters: Diffusion Model-based Urban Mobility Generation with Collaborative Noise Priors.
Yuheng Zhang|Yuan Yuan|Jingtao Ding|Jian Yuan|Yong Li
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Artificial Intelligence for Complex Network: Potential, Methodology and Application.
Jingtao Ding|Yu Zheng|Huandong Wang|Carlo Vittorio Cannistraci|Jianxi Gao|Yong Li|Chuan Shi
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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
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
UrbanKG: An Urban Knowledge Graph System.
Yu Liu|Jingtao Ding|Yanjie Fu|Yong Li
ACM Transactions on Intelligent Systems and Technology (TIST) 2023 Volume 14 Issue 4
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
Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction.
Yu Liu|Xin Zhang|Jingtao Ding|Yanxin Xi|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
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

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PlatoGL: Effective and Scalable Deep Graph Learning System for Graph-enhanced Real-Time Recommendation.
Dandan Lin|Shijie Sun|Jingtao Ding|Xuehan Ke|Hao Gu|Xing Huang|Chonggang Song|Xuri Zhang|Lingling Yi|Jie Wen|Chuan Chen
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Causal Learning Empowered OD Prediction for Urban Planning.
Jinwei Zeng|Guozhen Zhang|Can Rong|Jingtao Ding|Jian Yuan|Yong Li
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Item-Provider Co-learning for Sequential Recommendation.
Lei Chen|Jingtao Ding|Min Yang|Chengming Li|Chonggang Song|Lingling Yi
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2020

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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
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

2018

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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