Jiaming Cui

According to our database, Jiaming Cui authored at least 36 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2026

Do Agent Societies Develop Intellectual Elites? The Hidden Power Laws of Collective Cognition in LLM Multi-Agent Systems.

Kavana Venkatesh, Jiaming Cui

CoRR, April, 2026

How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting.

Yiqi Su, Ray Lee, Jiaming Cui, Naren Ramakrishnan

CoRR, February, 2026

PhysicsAgentABM: Physics-Guided Generative Agent-Based Modeling.

Kavana Venkatesh, Yinhan He, Jundong Li, Jiaming Cui

CoRR, February, 2026

Cross-Modal Purification and Fusion for Small-Object RGB-D Transmission-Line Defect Detection.

Jiaming Cui, Wenqiang Li, Shuai Zhou, Ruifeng Qin, Feng Shen

CoRR, February, 2026

Greedy sensor selection for nonlinear models with performance guarantees.

Jiaming Cui, Lingya Liu, Geert Leus, Yiyin Wang

Signal Process., 2026

Bridging Public Health with Clinical Decisions from a Data Centric Perspective.

Jiaming Cui

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

TinyDef-DETR: A DETR-based Framework for Defect Detection in Transmission Lines from UAV Imagery.

Feng Shen, Jiaming Cui, Wenqiang Li, Shuai Zhou

CoRR, September, 2025

CALYPSO: Forecasting and Analyzing MRSA Infection Patterns with Community and Healthcare Transmission Dynamics.

Rituparna Datta, Jiaming Cui, Gregory Madden, Anil Vullikanti

CoRR, August, 2025

Improving Hospital Risk Prediction with Knowledge-Augmented Multimodal EHR Modeling.

Rituparna Datta, Jiaming Cui, Zihan Guan, Vishal G. Reddy, Joshua C. Eby, Gregory Madden, Rupesh Silwal, Anil Vullikanti

CoRR, August, 2025

Identifying and forecasting importation and asymptomatic spreaders of multi-drug resistant organisms in hospital settings.

Jiaming Cui, Jack Heavey, Eili Y. Klein, Gregory Madden, Costi D. Sifri, Anil Vullikanti, B. Aditya Prakash

npj Digit. Medicine, 2025

DF²: Distribution-Free Decision-Focused Learning.

Lingkai Kong, Wenhao Mu, Jiaming Cui, Yuchen Zhuang, B. Aditya Prakash, Bo Dai, Chao Zhang

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Accurately Estimating Unreported Infections using Information Theory.

Jiaming Cui, Bijaya Adhikari, Arash Haddadan, A. S. M. Ahsan-Ul-Haque, Jilles Vreeken, Anil Vullikanti, B. Aditya Prakash

Proceedings of the 2025 SIAM International Conference on Data Mining, 2025

Physics-Enhanced Machine Learning for Prediction of Chloride Diffusion in Concrete.

Jiaming Cui, Jinshui Gu, Li Sun, Pan Feng

Proceedings of the Machine Learning and Artificial Intelligence, 2025

2024

Time-MMD: A New Multi-Domain Multimodal Dataset for Time Series Analysis.

Haoxin Liu, Shangqing Xu, Zhiyuan Zhao, Lingkai Kong, Harshavardhan Kamarthi, Aditya B. Sasanur, Megha Sharma, Jiaming Cui, Qingsong Wen, Chao Zhang, B. Aditya Prakash

CoRR, 2024

H²ABM: Heterogeneous Agent-based Model on Hypergraphs to Capture Group Interactions.

Vivek Anand, Jiaming Cui, Jack Heavey, Anil Vullikanti, B. Aditya Prakash

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis.

Haoxin Liu, Shangqing Xu, Zhiyuan Zhao, Lingkai Kong, Harshavardhan Kamarthi, Aditya B. Sasanur, Megha Sharma, Jiaming Cui, Qingsong Wen, Chao Zhang, B. Aditya Prakash

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

SAGE-ICP: Semantic Information-Assisted ICP.

Jiaming Cui, Jiming Chen, Liang Li

Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023

DF2: Distribution-Free Decision-Focused Learning.

Lingkai Kong, Wenhao Mu, Jiaming Cui, Yuchen Zhuang, B. Aditya Prakash, Bo Dai, Chao Zhang

CoRR, 2023

Autoregressive Diffusion Model for Graph Generation.

Lingkai Kong, Jiaming Cui, Haotian Sun, Yuchen Zhuang, B. Aditya Prakash, Chao Zhang

Proceedings of the International Conference on Machine Learning, 2023

EINNs: Epidemiologically-Informed Neural Networks.

Alexander Rodríguez, Jiaming Cui, Naren Ramakrishnan, Bijaya Adhikari, B. Aditya Prakash

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

Detecting Sources of Healthcare Associated Infections.

Hankyu Jang, Andrew Fu, Jiaming Cui, Methun Kamruzzaman, B. Aditya Prakash, Anil Vullikanti, Bijaya Adhikari, Sriram V. Pemmaraju

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

2022

End-to-end Stochastic Optimization with Energy-based Model.

Lingkai Kong, Jiaming Cui, Yuchen Zhuang, Rui Feng, B. Aditya Prakash, Chao Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

An Association Rule Mining Algorithm for Clinical Decision Support.

Jiaming Cui, Shuo Zhao, Xin Sun

Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

Provable Sensor Sets for Epidemic Detection over Networks with Minimum Delay.

Jack Heavey, Jiaming Cui, Chen Chen, B. Aditya Prakash, Anil Vullikanti

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

2021

DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting.

Alexander Rodríguez, Anika Tabassum, Jiaming Cui, Jiajia Xie, Javen Ho, Pulak Agarwal, Bijaya Adhikari, B. Aditya Prakash

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Demonstration of MorphSensor: A 3D Electronic Design Tool for Reforming Sensor Modules.

Junyi Zhu, Yunyi Zhu, Jiaming Cui, Leon Cheng, Jackson C. Snowden, Mark Chounlakone, Michael Wessely, Stefanie Mueller

Proceedings of the UIST '20 Adjunct: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020

MorphSensor: A 3D Electronic Design Tool for Reforming Sensor Modules.

Junyi Zhu, Yunyi Zhu, Jiaming Cui, Leon Cheng, Jackson C. Snowden, Mark Chounlakone, Michael Wessely, Stefanie Mueller

Proceedings of the UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020

Clinical Pathway Optimal Scheduling Based on Hybrid Intelligent Optimization Algorithm.

Xin Sun, Xiaohao Xie, Yingjie Zhang, Jiaming Cui

Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

2019

Risk-oriented assembly quality analysing approach considering product reliability degradation.

Yihai He, Jiaming Cui, Fengdi Liu, Panting Duan, Donglin Li

Int. J. Prod. Res., 2019

Reliability-oriented design of integrated model of preventive maintenance and quality control policy with time-between-events control chart.

Yihai He, Fengdi Liu, Jiaming Cui, Xiao Han, Yixiao Zhao, Zhaoxiang Chen, Di Zhou, Anqi Zhang

Comput. Ind. Eng., 2019

Matrix Approximation with Cumulative Penalty for Collaborative Filtering.

Jiaming Cui, Tun Lu, Dongsheng Li, Ning Gu

Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

De-anonymizing bitcoin networks: an IP matching method via heuristic approach: poster.

Jiaming Cui, Huaying Wu, Luoyi Fu, Xiaoying Gan

Proceedings of the ACM Turing Celebration Conference - China, 2019

2018

An Adjustable-Length Dipole Using Forced-Current Excitation for 7T MR.

Jiaming Cui, Ivan E. Dimitrov, Sergey Cheshkov, Minyu Gu, Craig R. Malloy, Steven M. Wright

IEEE Trans. Biomed. Eng., 2018

2017

The Applications of Finite Element Analysis in Proximal Humeral Fractures.

Yongyu Ye, Wei You, Weimin Zhu, Jiaming Cui, Kang Chen, Daping Wang

Comput. Math. Methods Medicine, 2017

Big data oriented root cause identification approach based on Axiomatic domain mapping and weighted association rule mining for product infant failure.

Yihai He, Chunling Zhu, Zhenzhen He, Changchao Gu, Jiaming Cui

Comput. Ind. Eng., 2017

2015

A Switched-Mode Breast Coil for 7 T MRI Using Forced-Current Excitation.

Jiaming Cui, John C. Bosshard, Joseph Vincent Rispoli, Ivan E. Dimitrov, Sergey Cheshkov, Mary Preston McDougall, Craig R. Malloy, Steven M. Wright

IEEE Trans. Biomed. Eng., 2015