Kunpeng Zhang

University of Maryland, College Park (per OpenAlex) · ORCID · OpenAlex

43 papers in scope · 42 published · 1 on the econ.EM arXiv · 508 citations · h-index 13 (over the papers listed here)

Papers

Show only papers in our arXiv econ.EM corpus (1 of 43)

COMET: An Interactive Framework for Efficient and Effective Community Search via Active Learning

published2025 · INFORMS journal on computing · 1 citations

with Jiawei Zhou, Kai Wang, Jianwei Wang, Xuemin Lin

Code and Data Repository for COMET: An Interactive Framework for Efficient and Effective Community Search via Active Learning

published2025 · INFORMS journal on computing

with Jiawei Zhou, Kai Wang, Jianwei Wang, Xuemin Lin

INFORMS journal on computing

Disentangling Inter-and Intra-Cascades Dynamics for Information Diffusion Prediction

published2025 · IEEE Transactions on Knowledge and Data Engineering · 15 citations

with Zhangtao Cheng, Yang Liu, Ting Zhong, Fan Zhou, Philip S. Yu

IEEE Transactions on Knowledge and Data Engineering

Divide and Contrast: A Text-Based Method for Firm Market Risk Prediction

published2025 · INFORMS journal on computing

with Yi He, Yi Yang, Defu Lian

INFORMS journal on computing

Identifying Influential Users by Topic in Unstructured User-Generated Content

published2025 · Production and Operations Management · 1 citations

with Mirai Igarashi, P.K. Kannan, Nobuhiko Terui

Production and Operations Management

Code and Data Repository for Divide-and-Contrast: A Text-based Method for Firm Market Risk Prediction

published2025 · INFORMS journal on computing · 2 citations

with Yi He, Yi Yang, Defu Lian

INFORMS journal on computing

Relational Stock Selection via Probabilistic State Space Learning

published2024 · IEEE Transactions on Knowledge and Data Engineering · 3 citations

with Qiang Gao, Zhengxiang Liu, Li Huang, Jun Wang, Guisong Liu

IEEE Transactions on Knowledge and Data Engineering

Time to Stop? An Empirical Investigation on the Consequences of Canceling Monetary Incentives on a Digital Platform

published2024 · Information Systems Research · 13 citations

with Dongcheng Zhang, Hanchen Jiang, Maoshan Qiang, Liangfei Qiu

Information Systems Research

The parents’ internet use and children’s extracurricular tutoring class participation

published2024 · Scientific Reports · 4 citations

with Tongyang Liu, Dong Xue, Maishou Li

Scientific Reports

Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks

published2024 · Information Fusion · 4 citations

with Qiang Gao, Xinzhu Zhou, Li Huang, Siyuan Liu, Fan Zhou

Information Fusion

THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract)

published2024 · Proceedings of the AAAI Conference on Artificial Intelligence · 1 citations

with Jienan Zhang, Jie Liu, Zhangtao Cheng, Xovee Xu, Fang Liu, Ting Zhong

Proceedings of the AAAI Conference on Artificial Intelligence

Explainable Earnings Call Representation Learning (Student Abstract)

published2024 · Proceedings of the AAAI Conference on Artificial Intelligence

with Yanlong Huang, Yue Lei, Wenxin Tai, Zhangtao Cheng, Ting Zhong

Proceedings of the AAAI Conference on Artificial Intelligence

Distribution-Aware Loss for Lesions Detection Using White-Light Endoscopy in Colorectal Region

published2024 · IEEE Access · 5 citations

with Wei Sun, Ruiqi Zhao, Junbo Gao, Guoqiang Qu

IEEE Access

A dynamic screening algorithm for hierarchical binary marketing data

published2023 · The Annals of Applied Statistics

with Yimei Fan, Yuan Liao, Ilya O. Ryzhov

The Annals of Applied Statistics

Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract)

published2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 4 citations

with Zhiyuan Wang, Fan Zhou, Goce Trajcevski, Ting Zhong

Proceedings of the AAAI Conference on Artificial Intelligence

Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract)

published2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 1 citations

with Yanlong Huang, Wenxin Tai, Ting Zhong

Proceedings of the AAAI Conference on Artificial Intelligence

Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract)

published2023 · Proceedings of the AAAI Conference on Artificial Intelligence

with Jinyu Hong, Fan Zhou, Qiang Gao, Ping Kuang

Proceedings of the AAAI Conference on Artificial Intelligence

DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract)

published2023 · Proceedings of the AAAI Conference on Artificial Intelligence

with Weifeng Zhang, Zhiyuan Wang, Ting Zhong, Fan Zhou

Proceedings of the AAAI Conference on Artificial Intelligence

Pictures that are Worth a Thousand Donations: How Emotions in Project Images Drive the Success of Online Charity Fundraising Campaigns? An Image Design Perspective

published2023 · MIS Quarterly · 68 citations

with Jian-Ren Hou, Jie Zhang

MIS Quarterly

PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model

published2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 11 citations

with Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Ting Zhong, Fan Zhou

Proceedings of the AAAI Conference on Artificial Intelligence

Dynamic Manifold Learning for Land Deformation Forecasting

published2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 4 citations

with Fan Zhou, Rongfan Li, Qiang Gao, Goce Trajcevski, Ting Zhong

Proceedings of the AAAI Conference on Artificial Intelligence

Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract)

published2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 1 citations

with Zhiyuan Wang, Fan Zhou, Yong Wang

Proceedings of the AAAI Conference on Artificial Intelligence

Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract)

published2022 · Proceedings of the AAAI Conference on Artificial Intelligence

with Zhangtao Cheng, Ting Zhong, Joojo Walker, Fan Zhou

Proceedings of the AAAI Conference on Artificial Intelligence

A Probabilistic Framework for Land Deformation Prediction (Student Abstract)

published2022 · Proceedings of the AAAI Conference on Artificial Intelligence

with Rongfan Li, Fan Zhou, Goce Trajcevski, Ting Zhong

Proceedings of the AAAI Conference on Artificial Intelligence

sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics

published2022 · Information Systems Research · 43 citations

with Yi Yang, Yangyang Fan

Information Systems Research

MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning

published2022 · IEEE Transactions on Neural Networks and Learning Systems · 21 citations

with Fan Zhou, Xiuxiu Qi, Goce Trajcevski, Ting Zhong

IEEE Transactions on Neural Networks and Learning Systems

Measuring Brand Favorability Using Large-Scale Social Media Data

published2021 · Information Systems Research · 22 citations

with Wendy W. Moe

Information Systems Research

Land Deformation Prediction via Slope-Aware Graph Neural Networks

published2021 · Proceedings of the AAAI Conference on Artificial Intelligence · 13 citations

with Fan Zhou, Rongfan Li, Goce Trajcevski

Proceedings of the AAAI Conference on Artificial Intelligence

Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach

published2021 · INFORMS journal on computing · 36 citations

with Yi Yang, Yangyang Fan

INFORMS journal on computing

Adversarial Human Trajectory Learning for Trip Recommendation

published2021 · IEEE Transactions on Neural Networks and Learning Systems · 46 citations

with Qiang Gao, Fan Zhou, Fengli Zhang, Goce Trajcevski

IEEE Transactions on Neural Networks and Learning Systems

Unifying Online and Offline Preference for Social Link Prediction

published2021 · INFORMS journal on computing · 6 citations

with Fan Zhou, Bangying Wu, Yi Yang, Harry Jiannan Wang

INFORMS journal on computing

Weighting-Based Treatment Effect Estimation via Distribution Learning

working paper2020 · arXiv

with Dongcheng Zhang

Paper profile arXiv arXiv:2012.13805

Urban flow prediction with spatial–temporal neural ODEs

published2020 · Transportation Research Part C Emerging Technologies · 49 citations

with Fan Zhou, Liang Li, Goce Trajcevski

Transportation Research Part C Emerging Technologies

Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models

published2020 · IEEE Transactions on Neural Networks and Learning Systems · 19 citations

with Fan Zhou, Xin Liu, Goce Trajcevski

IEEE Transactions on Neural Networks and Learning Systems

Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach

published2020 · INFORMS journal on computing · 16 citations

with Fan Zhou, Shuying Xie, Xucheng Luo

INFORMS journal on computing

Recommendation via Collaborative Autoregressive Flows

published2020 · Neural Networks · 19 citations

with Fan Zhou, Yuhua Mo, Goce Trajcevski, Jin Wu, Ting Zhong

Neural Networks

Leveraging Deep-learning and Field Experiment Response Heterogeneity to Enhance Customer Targeting Effectiveness

published2019 · Journal of the Association for Information Systems · 4 citations

with Xueming Luo

no link

Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding

published2019 · IEEE Access · 8 citations

with Ting Zhong, Fang Liu, Fan Zhou, Goce Trajcevski

IEEE Access

DeepAttr: Inferring Demographic Attributes via Social Network Embedding

published2019 · IEEE Access · 6 citations

with Xucheng Luo, Minrui Xie, Fan Zhou, Ting Zhong

IEEE Access

Predicting Topic Participation by Jointly Learning User Intrinsic and Extrinsic Preference

published2019 · IEEE Access · 4 citations

with Fan Zhou, Lei Liu, Goce Trajcevski, Jin Wu

IEEE Access

Can Title Images Predict the Emotions and the Performance of Crowdfunding Projects?

published2019 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 10 citations

with Jian-Ren Hou, Jie Zhang

Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences

An Efficient Recommender System Using Locality Sensitive Hashing

published2018 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 16 citations

with Shaokun Fan, Harry Jiannan Wang

Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences

Incorporating conditional random fields and active learning to improve sentiment identification

published2014 · Neural Networks · 32 citations

with Yusheng Xie, Yi Yang, Aaron Sun, Hengchang Liu, Alok Choudhary

Neural Networks

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.