Jingyuan Wang

Orcid: 0000-0003-0651-1592

Affiliations:

Beihang University, School of Computer Science and Engineering / School of Economics and Management, Beijing, China
Tsinghua University, Department of Electronic Engineering, TNList, Beijing, China (PhD)

According to our database¹, Jingyuan Wang authored at least 94 papers between 2008 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Burst-Sensitive Traffic Forecast via Multi-Property Personalized Fusion in Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., July, 2025

A Modular Multitask Reasoning Framework Integrating Spatio-temporal Models and LLMs.

[BibT_eX]

[DOI]

Kethmi Hirushini Hettige

CoRR, June, 2025

MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, January, 2025

Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Learnable Sparse Customization in Heterogeneous Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

Seeking in Ride-on-Demand Service: A Reinforcement Learning Model With Dynamic Price Prediction.

[BibT_eX]

[DOI]

IEEE Internet Things J., September, 2024

Information practices in data analytics for supporting public health surveillance.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., January, 2024

Low-Redundant Optimization for Large Language Model Alignment.

[BibT_eX]

[DOI]

CoRR, 2024

Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence.

[BibT_eX]

[DOI]

CoRR, 2024

Jointly Learning Representations for Map Entities via Heterogeneous Graph Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Traj-MergeGAN: A Trajectory Privacy Preservation Model Based on Generative Adversarial Network.

[BibT_eX]

[DOI]

Lida Guo

Zimeng Li

Jingyuan Wang

Proceedings of the Knowledge Science, Engineering and Management, 2024

Full Bayesian Significance Testing for Neural Networks in Traffic Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction.

[BibT_eX]

[DOI]

Kethmi Hirushini Hettige

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Full Bayesian Significance Testing for Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2023

Traffic Flow Prediction Based on Spatiotemporal Potential Energy Fields.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

Seeking Based on Dynamic Prices: Higher Earnings and Better Strategies in Ride-on-Demand Services.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., May, 2023

Curriculum Pre-training Heterogeneous Subgraph Transformer for Top-<i>N</i> Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., January, 2023

Self-Supervised Deconfounding Against Spatio-Temporal Shifts: Theory and Modeling.

[BibT_eX]

[DOI]

CoRR, 2023

Unified Data Management and Comprehensive Performance Evaluation for Urban Spatial-Temporal Prediction [Experiment, Analysis & Benchmark].

[BibT_eX]

[DOI]

CoRR, 2023

The Web Can Be Your Oyster for Improving Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction: A Unified Library and Performance Benchmark.

[BibT_eX]

[DOI]

CoRR, 2023

BUAA_BIGSCity: Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022.

[BibT_eX]

[DOI]

Jiawei Jiang

Chengkai Han

Jingyuan Wang

CoRR, 2023

Integrating Explicit and Implicit Feature Interactions for Online Ad Installation Forecasting.

[BibT_eX]

[DOI]

Jiawei Jiang

Bing Wang

Jingyuan Wang

Proceedings of the ACM RecSys Challenge 2023, Singapore, 19 September 2023, 2023

WHEN: A Wavelet-DTW Hybrid Attention Network for Heterogeneous Time Series Analysis.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

The Web Can Be Your Oyster for Improving Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Continuous Trajectory Generation Based on Two-Stage GAN.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Force-Directed Approach to Seeking Route Recommendation in Ride-on-Demand Service Using Multi-Source Urban Data.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

Personalized Route Recommendation With Neural Network Enhanced Search Algorithm.

[BibT_eX]

[DOI]

Jingyuan Wang

Ning Wu

Wayne Xin Zhao

IEEE Trans. Knowl. Data Eng., 2022

Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Generative Adversarial Networks Enhanced Pre-training for Insufficient Electronic Health Records Modeling.

[BibT_eX]

[DOI]

Houxing Ren

Jingyuan Wang

Wayne Xin Zhao

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

LibEpidemic: An Open-source Framework for Modeling Infectious Disease with Bigdata.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

RSD: A Reinforced Siamese Network with Domain Knowledge for Early Diagnosis.

[BibT_eX]

[DOI]

Houxing Ren

Jingyuan Wang

Wayne Xin Zhao

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

DGeye: Probabilistic Risk Perception and Prediction for Urban Dangerous Goods Management.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2021

Deep Trajectory Recovery with Fine-Grained Calibration using Kalman Filter.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Deep Fuzzy Cognitive Maps for Interpretable Multivariate Time Series Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2021

Designing for the future in the age of pandemics: a future-ready design research (FRDR) process.

[BibT_eX]

[DOI]

Eur. J. Inf. Syst., 2021

Deep Sequence Modeling: Development and Applications in Asset Pricing.

[BibT_eX]

[DOI]

CoRR, 2021

Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-N Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

RAPT: Pre-training of Time-Aware Transformer for Learning Robust Healthcare Representation.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

LibCity: An Open Library for Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-Demand Service Using Multi-Source Urban Data.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

Understanding Urban Dynamics via Context-Aware Tensor Factorization with Neighboring Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Fine-grained Dynamic Price Prediction in Ride-on-demand Services: Models and Evaluations.

[BibT_eX]

[DOI]

Mob. Networks Appl., 2020

Prototyping federated learning on edge computing systems.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2020

Detecting and Recovering Adversarial Examples: An Input Sensitivity Guided Method.

[BibT_eX]

[DOI]

Mingxuan Li

Jingyuan Wang

Yufan Wu

CoRR, 2020

Learning Effective Road Network Representation with Hierarchical Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Interpretability is a Kind of Safety: An Interpreter-based Ensemble for Adversary Defense.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Interpretable Spatiotemporal Deep Learning Model for Traffic Flow Prediction based on Potential Energy Fields.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Understanding Urban Dynamics via Context-aware Tensor Factorization with Neighboring Regularization.

[BibT_eX]

[DOI]

CoRR, 2019

AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning to Effectively Estimate the Travel Time for Fastest Route Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

SVM-Based Deep Stacking Networks.

[BibT_eX]

[DOI]

Jingyuan Wang

Kai Feng

Junjie Wu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Simple but Quantifiable Approach to Dynamic Price Prediction in Ride-on-demand Services Leveraging Multi-source Urban Data.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model or Urban Resident Recognition.

[BibT_eX]

[DOI]

CoRR, 2018

Dynamic Price Prediction in Ride-on-demand Service with Multi-source Urban Data.

[BibT_eX]

[DOI]

Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2018

Inferring Metapopulation Propagation Network for Intra-city Epidemic Control and Prevention.

[BibT_eX]

[DOI]

Jingyuan Wang

Xiaojian Wang

Junjie Wu

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Recovering Individual's Commute Routes Based on Mobile Phone Data.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2017

ARW: Efficient Replacement Policies for Phase Change Memory and NAND Flash.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2017

MaMR: High-performance MapReduce programming model for material cloud applications.

[BibT_eX]

[DOI]

Comput. Phys. Commun., 2017

City-Eyes: A multi-source data integration basec smart city analysis system.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017

No Longer Sleeping with a Bomb: A Duet System for Protecting Urban Safety from Dangerous Goods.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Coupling Implicit and Explicit Knowledge for Customer Volume Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

TCP-FIT: An improved TCP algorithm for heterogeneous networks.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2016

Wavelet-Based Stacked Denoising Autoencoders for Cell Phone Base Station User Number Prediction.

[BibT_eX]

[DOI]

Jing Li

Jingyuan Wang

Zhang Xiong

Proceedings of the 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2016

Traffic Speed Prediction and Congestion Source Exploration: A Deep Learning Method.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

DC-Vegas: A delay-based TCP congestion control algorithm for datacenter applications.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2015

A literature survey on smart cities.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2015

2014

Improving the Incast Performance of Datacenter TCP by Using Rate-Based Congestion Control.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2014

Achieving high throughput and TCP Reno fairness in delay-based TCP over large networks.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2014

Achieving TCP Reno friendliness in FAST TCP over wide area networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2014

Coordination mechanisms for planning of hydro-thermal subsystem.

[BibT_eX]

[DOI]

Jingyuan Wang

Xi Chen

Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

Discovering Urban Spatio-temporal Structure from Time-Evolving Traffic Networks.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013

TCP congestion control for wireless datacenters.

[BibT_eX]

[DOI]

IEICE Electron. Express, 2013

CUBIC-FIT: A High Performance and TCP CUBIC Friendly Congestion Control Algorithm.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2013

TCP-FITDC: An adaptive approach to TCP incast avoidance for data center applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2013

2012

Product Feature Grouping for Opinion Mining.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2012

Bandwidth estimation and rate adaptation in HTTP streaming.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2012

2011

An Improved TCP Friendly Rate Control Algorithm for Wireless Networks.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2011

TCP-FIT: An improved TCP congestion control algorithm and its performance.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

2008

CCL-SVC: Optimizing user experience of broadcasting video on computation capability limited handheld devices.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Jingyuan Wang

Timeline

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