Yining Hua

According to our database, Yining Hua authored at least 36 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Compound Scaling Encoder-Decoder (CoSED) Network for Diabetic Retinopathy Related Bio-Marker Detection.

Dewei Yi, Petar Baltov, Yining Hua, Sam Philip, Pradip Kumar Sharma

IEEE J. Biomed. Health Informatics, April, 2024

Streamlining social media information retrieval for public health research with deep learning.

Yining Hua, Jiageng Wu, Shixu Lin, Minghui Li, Yujie Zhang, Dinah Foer, Siwen Wang, Peilin Zhou, Jie Yang, Li Zhou

J. Am. Medical Informatics Assoc., 2024

Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks.

Yining Hua, Hongbin Na, Zehan Li, Fenglin Liu, Xiao Fang, David A. Clifton, John Torous

CoRR, 2024

Vision-Language Models Meet Meteorology: Developing Models for Extreme Weather Events Detection with Heatmaps.

Jian Chen, Peilin Zhou, Yining Hua, Dading Chong, Meng Cao, Yaowei Li, Zixuan Yuan, Bing Zhu, Junwei Liang

CoRR, 2024

FinTextQA: A Dataset for Long-form Financial Question Answering.

Jian Chen, Peilin Zhou, Yining Hua, Yingxin Loh, Kehui Chen, Ziyuan Li, Bing Zhu, Junwei Liang

CoRR, 2024

Large Language Models in Healthcare: A Comprehensive Benchmark.

Andrew Liu, Hongjian Zhou, Yining Hua, Omid Rohanian, Lei A. Clifton, David A. Clifton

CoRR, 2024

Large Language Models in Mental Health Care: a Scoping Review.

Yining Hua, Fenglin Liu, Kailai Yang, Zehan Li, Yi-han Sheu, Peilin Zhou, Lauren V. Moran, Sophia Ananiadou, Andrew Beam

CoRR, 2024

THE BAT: Thoughts Hierarchical Enhancement Beyond Arbitrary Text Style Transfer.

Biqing Zeng, Junjie Liang, Yining Hua, Ruizhe Li, Huimin Deng, Yihao Peng, Ruitang Wang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark.

Fenglin Liu, Zheng Li, Hongjian Zhou, Qingyu Yin, Jingfeng Yang, Xianfeng Tang, Chen Luo, Ming Zeng, Haoming Jiang, Yifan Gao, Priyanka Nigam, Sreyashi Nag, Bing Yin, Yining Hua, Xuan Zhou, Omid Rohanian, Anshul Thakur, Lei A. Clifton, David A. Clifton

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

FinTextQA: A Dataset for Long-form Financial Question Answering.

Jian Chen, Peilin Zhou, Yining Hua, Loh Xin, Kehui Chen, Ziyuan Li, Bing Zhu, Junwei Liang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

A deep learning approach for transgender and gender diverse patient identification in electronic health records.

Yining Hua, Liqin Wang, Vi Nguyen, Meghan Rieu-Werden, Alex McDowell, David W. Bates, Dinah Foer, Li Zhou

J. Biomed. Informatics, November, 2023

DKTNet: Dual-Key Transformer Network for small object detection.

Shoukun Xu, Jianan Gu, Yining Hua, Yi Liu

Neurocomputing, March, 2023

A Survey of Large Language Models in Medicine: Progress, Application, and Challenge.

Hongjian Zhou, Boyang Gu, Xinyu Zou, Yiru Li, Sam S. Chen, Peilin Zhou, Junling Liu, Yining Hua, Chengfeng Mao, Xian Wu, Zheng Li, Fenglin Liu

CoRR, 2023

Exploring Recommendation Capabilities of GPT-4V(ision): A Preliminary Case Study.

Peilin Zhou, Meng Cao, You-Liang Huang, Qichen Ye, Peiyan Zhang, Junling Liu, Yueqi Xie, Yining Hua, Jaeboum Kim

CoRR, 2023

Continuous Training and Fine-tuning for Domain-Specific Language Models in Medical Question Answering.

Zhen Guo, Yining Hua

CoRR, 2023

Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare.

Junling Liu, Ziming Wang, Qichen Ye, Dading Chong, Peilin Zhou, Yining Hua

CoRR, 2023

Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model.

Qichen Ye, Junling Liu, Dading Chong, Peilin Zhou, Yining Hua, Andrew Liu

CoRR, 2023

Streamlining Social Media Information Retrieval for Public Health Research with Deep Learning.

Yining Hua, Shixu Lin, Minghui Li, Yujie Zhang, Peilin Zhou, Ying-Chih Lo, Li Zhou, Jie Yang

CoRR, 2023

Exploring Social Media for Early Detection of Depression in COVID-19 Patients.

Jiageng Wu, Xian Wu, Yining Hua, Shixu Lin, Yefeng Zheng, Jie Yang

Proceedings of the ACM Web Conference 2023, 2023

Equivariant Contrastive Learning for Sequential Recommendation.

Peilin Zhou, Jingqi Gao, Yueqi Xie, Qichen Ye, Yining Hua, Jaeboum Kim, Shoujin Wang, Sunghun Kim

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Rethinking Multi-Interest Learning for Candidate Matching in Recommender Systems.

Yueqi Xie, Jingqi Gao, Peilin Zhou, Qichen Ye, Yining Hua, Jae Boum Kim, Fangzhao Wu, Sunghun Kim

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset.

Junling Liu, Peilin Zhou, Yining Hua, Dading Chong, Zhongyu Tian, Andrew Liu, Helin Wang, Chenyu You, Zhenhua Guo, Lei Zhu, Michael Lingzhi Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost.

Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Rob Voigt, Jie Yang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Synthetic to Realistic Imbalanced Domain Adaption for Urban Scene Perception.

Yining Hua, Dewei Yi

IEEE Trans. Ind. Informatics, 2022

Fine-Grained RNN With Transfer Learning for Energy Consumption Estimation on EVs.

Yining Hua, Michele Sevegnani, Dewei Yi, Andrew Birnie, Steve McAslan

IEEE Trans. Ind. Informatics, 2022

Improving Synthetic to Realistic Semantic Segmentation With Parallel Generative Ensembles for Autonomous Urban Driving.

Dewei Yi, Hui Fang, Yining Hua, Jinya Su, Mohammed Quddus, Jungong Han

IEEE Trans. Cogn. Dev. Syst., 2022

Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications.

Yining Hua, Hang Jiang, Shixu Lin, Jie Yang, Joseph M. Plasek, David W. Bates, Li Zhou

J. Am. Medical Informatics Assoc., 2022

GreenPLM: Cross-lingual pre-trained language models conversion with (almost) no cost.

Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Jie Yang

CoRR, 2022

Equivariant Contrastive Learning for Sequential Recommendation.

Peilin Zhou, Jingqi Gao, Yueqi Xie, Qichen Ye, Yining Hua, Sunghun Kim

CoRR, 2022

METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets.

Peilin Zhou, Zeqiang Wang, Dading Chong, Zhijiang Guo, Yining Hua, Zichang Su, Zhiyang Teng, Jiageng Wu, Jie Yang

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

Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis.

Hang Jiang, Yining Hua, Doug Beeferman, Deb Roy

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Identifying Transgender and Gender Diverse Individuals in Electronic Health Records: A Context-aware Natural Language Processing Approach.

Yining Hua, Vi Nguyen, Liqin Wang, Dinah Foer, Li Zhou

Proceedings of the AMIA 2022, 2022

2020

Distributed caching in the future generation networks.

Yining Hua

PhD thesis, 2020

A Fog caching scheme enabled by ICN for IoT environments.

Yining Hua, Lin Guan, Konstantinos G. Kyriakopoulos

Future Gener. Comput. Syst., 2020

Blockchain Technology in Current Agricultural Systems: From Techniques to Applications.

Weijun Lin, Xinghong Huang, Hui Fang, Victoria Wang, Yining Hua, Jingjie Wang, Haining Yin, Dewei Yi, Laihung Yau

IEEE Access, 2020

2018

Semi-Edge: From Edge Caching to Hierarchical Caching in Network Fog.

Yining Hua, Lin Guan, Konstantinos G. Kyriakopoulos

Proceedings of the 1st International Workshop on Edge Systems, Analytics and Networking, 2018