Preprints (under review)

[19] DF2: Distribution-Free Decision-Focused Learning.
Lingkai Kong, Wenhao Mu, Jiaming Cui, Yuchen Zhuang, B. Aditya Prakash, Bo Dai, Chao Zhang.
(submitted to UAI 2025, under review).

Publications

[18] Identifying and Forecasting Importation and Asymptomatic Spreaders of Multi-drug Resistant Organisms in Hospital Settings. [PDF]
Jiaming Cui, Jack Heavey, Eili Y. Klein, Gregory R. Madden, Costi D. Sifri, Anil K. Vullikanti, B. Aditya Prakash.
npj Digial Medicine 2025.

[17] Accurately Estimating Unreported Infections using Information Theory. [PDF]
Jiaming Cui, Bijaya Adhikari, Arash Haddadan, A S M Ahsan-Ul Haque, Jilles Vreeken, Anil Vullikanti, B. Aditya Prakash.
SIAM Data Mining (SDM) 2025 (Washington DC).

[16] Time-MMD: A New Multi-Domain Multimodal Dataset for Time Series Analysis. [PDF]
Haoxin Liu, Shangqing Xu, Zhiyuan Zhao, Lingkai Kong, Harshavardhan Kamarthi, Aditya B. Sasanur, Megha Sharma, Jiaming Cui, Qingsong Wen, Chao Zhang, B. Aditya Prakash.
NeurIPS 2024 (Vancouver).

[15] Identifying and Forecasting Importation and Asymptomatic Spreaders of Multi-drug Resistant Organisms in Hospital Settings (poster).
Jiaming Cui, Jack Heavey, Eili Y. Klein, Gregory R. Madden, Costi D. Sifri, Anil K. Vullikanti, B. Aditya Prakash.
MIDAS 2024 (Washington DC).

[14] Modeling Relaxed Policies for Discontinuation of Methicillin Resistant Staphylococcus aureus Contact Precautions. [PDF]
Jiaming Cui, Jack Heavey, Leo Lin, Eili Y. Klein, Gregory R. Madden, Costi D. Sifri, Bryan Lewis, Anil K. Vullikanti, B. Aditya Prakash.
Infection Control and Hospital Epidemiology (ICHE) 2024.

[13] H2ABM: Heterogeneous Agent-based Model on Hypergraphs to Capture Group Interactions. [PDF]
Vivek Anand*, Jiaming Cui*, Jack Heavey, Anil Vullikanti, B. Aditya Prakash.
SIAM Data Mining (SDM) 2024 (Houston).
SDM 2024 Best Poster Award

[12] Using Spectral Characterization to Identify Healthcare-associated Infection (HAI) Patients for Clinical Contact Precaution. [PDF]
Jiaming Cui*, Sungjun Cho*, Methun Kamruzzaman, Matthew Bielskas, Anil Vullikanti, B. Aditya Prakash.
Scientific Reports 2023.

[11] Modeling Relaxed Policies for Discontinuation of Methicillin Resistant Staphylococcus aureus Contact Precautions (poster).
Jiaming Cui, Jack Heavey, Leo Lin, Eili Y. Klein, Gregory R. Madden, Costi D. Sifri, Bryan Lewis, Anil K. Vullikanti, B. Aditya Prakash.
MIDAS 2023 (Atlanta).

[10] Autoregressive Diffusion Model for Graph Generation. [PDF]
Lingkai Kong, Jiaming Cui, Haotian Sun, Yuchen Zhuang, B. Aditya Prakash, Chao Zhang.
ICML 2023 (Hawaii).

[9] Detecting Sources of Healthcare Associated Infections. [PDF]
Hankyu Jang, Andrew Fu, Jiaming Cui, Methun Kamruzzaman, B. Aditya Prakash, Anil Vullikanti, Bijaya Adhikari, Sriram Pemmaraju.
AAAI 2023 (Washington DC).

[8] EINNs: Epidemiologically-Informed Neural Networks. [PDF]
Alexander Rodríguez, Jiaming Cui, Naren Ramakrishnan, Bijaya Adhikari and B. Aditya Prakash.
AAAI 2023 (Washington DC).

[7] Information Theoretic Model Selection for Accurately Estimating Unreported COVID-19 Infections (poster).
Jiaming Cui, Arash Haddadan, A S M Ahsan Ul Haque, Bijaya Adhikari, Anil Vullikanti and B. Aditya Prakash.
MIDAS 2022 (Washington DC).

[6] End-to-end Stochastic Programming with Energy-based Model. [PDF]
Lingkai Kong, Jiaming Cui, Yuchen Zhuang, Rui Feng, B. Aditya Prakash, Chao Zhang.
NeurIPS 2022 (New Orleans).

[5] Evaluation of Individual and Ensemble Probabilistic Forecasts of COVID-19 Mortality in the United States. [PDF]
Cramer, Estee Y., et al. [multiple co-authors, including Jiaming Cui]
PNAS 2022.

[4] The United States Covid-19 Forecast Hub Dataset. [PDF]
Cramer, Estee Y., et al. [multiple co-authors, including Jiaming Cui]
Scientific data 2022.

[3] Provable Sensor Sets for Epidemic Detection over Networks with Minimum Delay. [PDF]
Jack Heavey, Jiaming Cui, Chen Chen, B. Aditya Prakash.
AAAI 2022 (Vancouver).

[2] DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting. [PDF]
Alexander Rodríguez, Anika Tabassum, Jiaming Cui, Jiajia Xie, Javen Ho, Pulak Agarwal, Bijaya Adhikari and B. Aditya Prakash.
IAAI 2021 (virtual).

[1] Poster: De-anonymizing Bitcoin Networks: an IP Matching Method via Heuristic Approach. [PDF]
Jiaming Cui, Huaying Wu, Luoyi Fu, XIaoying Gan.
ACM TURC 2019 (Chengdu).