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Publications

Extracting Semantic Topics about Development in Africa from Social Media.

• Harriet Sibitenda, Awa Diattara, Assitan Traore, Ruofan Hu, Dongyu Zhang, Elke Rundensteiner, Cheikh Ba. IEEE Access. 2024.
• [paper]

CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic Dimensionality Guidance.

• Dongyu Zhang, Ruofan Hu, Elke Rundensteiner. Proceedings of the 2024 SIAM International Conference on Data Mining (SDM). 2024.
• [paper] [repo]

UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness Detection.

• Ruofan Hu, Dongyu Zhang, Dandan Tao, Huayi Zhang, Hao Feng, Elke Rundensteiner. 2023 IEEE International Conference on Big Data (Big Data). 2023.
• [paper]

Epidemiological Data Mining for Assisting with Foodborne Outbreak Investigation.

• Dandan Tao, Dongyu Zhang, Ruofan Hu, Elke Rundensteiner, Hao Feng. Foods. 2023, 12(20):3825.
• [paper]

FATA-Trans: Field and Time-Aware Transformer for Sequential Tabular Data.

• Dongyu Zhang, Liang Wang, Xin Dai, Shubham Jain, Junpeng Wang, Yujie Fan, Chin-Chia Michael Yeh, Yan Zheng, Zhongfang Zhuang, Wei Zhang. Proceedings of the 32nd ACM International Conference on Information & Knowledge Management (CIKM). 2023.
• [paper] [repo]

A Novel Foodborne Illness Detection and Web Application Tool Based on Social Media.

• Dandan Tao, Ruofan Hu, Dongyu Zhang, Jasmine Laber, Anne Lapsley, Timothy Kwan, Liam Rathke, Elke Rundensteiner, Hao Feng. Foods. 2023, 12(14):2769.
• [paper]

TWEET-FID: An Annotated Dataset for Multiple Foodborne Illness Detection Tasks.

• Ruofan Hu, Dongyu Zhang, Dandan Tao, Thomas Hartvigsen, Hao Feng, Elke Rundensteiner. Proceedings of the Thirteenth Language Resources and Evaluation Conference (LREC). 2022, 6212-6222.
• [paper] [repo]

Human-like Explanation for Text Classification with Limited Attention Supervision.

• Dongyu Zhang, Cansu Sen, Jidapa Thadajarassiri, Thomas Hartvigsen, Xiangnan Kong, Elke Rundensteiner. 2021 IEEE International Conference on Big Data (Big Data). 2021, 957-967.
• [paper] [repo]

Crowdsourcing and machine learning approaches for extracting entities indicating potential foodborne outbreaks from social media.

• Dandan Tao, Dongyu Zhang, Ruofan Hu, Elke Rundensteiner, Hao Feng. Scientific Reports, 2021, 11: 21678.
• [paper]

Time-Aware Transformer-based Network for Clinical Notes Series Prediction.

• Dongyu Zhang, Jidapa Thadajarassiri, Cansu Sen, Elke Rundensteiner. Proceedings of the 5th Machine Learning for Healthcare Conference (MLHC), PMLR, 2020, 126: 566-588.
• [paper] [repo]

国有林场购买社会服务的意愿及其影响因素的实证分析 (An Empirical Analysis on the Willingness to Purchase Social Services and Its Influencing Factors in State - owned Forest Farms).

• Yizhen li, Dongyu Zhang, Hui Zhang, Huiyi Shi. Consume Guide, 2016, 05: 45.

众筹在林业领域的应用前景探讨 (The discussion on the application prospect of crowdfunding in the realm of forestry).

• Chuanyuan Liu, Xuanyuan Yin, Dongyu Zhang. Modern Business Trade Industry, 2015, 09: 104-108.