Yucheng Ruan - RankMe

14 papers A* 1Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	A Logic-Based Approach to Causal Discovery: Signal Temporal Logic Perspective. IJCAI Nasim Baharisangari, Yucheng Ruan, Chengcheng Zhao, Zhe Xu
2025	J	`jnl`	A survey of large language models for healthcare: from data, technology, and applications to accountability and ethics. Inf. Fusion Kai He, Rui Mao, Qika Lin, Yucheng Ruan, Xiang Lan, Mengling Feng, Erik Cambria
2025	J	`jnl`	Evidence-based multimodal fusion on structured EHRs and free-text notes for ICU outcome prediction. CoRR Yucheng Ruan, Daniel J. Tan, See-Kiong Ng, Ling Huang, Mengling Feng
2025	—	`conf`	PTransformer: A Prompt-Based Multimodal Transformer Architecture For Medical Tabular Data. AIME (1) Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng
2025	J	`jnl`	PicaCAN: Reverse Engineering Physical Semantics of Signals in CAN Messages Using Physically-Induced Causalities. IEEE Trans. Mob. Comput. Yucheng Ruan, Chengcheng Zhao, Zeyu Yang, Yuanchao Shu, Peng Cheng, Jiming Chen
2025	J	`jnl`	Prediction of mortality and resource utilization in critical care: a deep learning approach using multimodal electronic health records with natural language processing techniques. CoRR Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng
2025	J	`jnl`	Unveiling Physical Semantics of PLC Variables Using Control Invariants. IEEE Trans. Dependable Secur. Comput. Zeyu Yang, Liang He, Yucheng Ruan, Peng Cheng, Jiming Chen
2024	—	`conf`	An Evidence-Based Framework For Heterogeneous Electronic Health Records: A Case Study In Mortality Prediction. BELIEF Yucheng Ruan, Ling Huang, Qianyi Xu, Mengling Feng
2024	J	`jnl`	Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution. CoRR Yucheng Ruan, Xiang Lan, Jingying Ma, Yizhi Dong, Kai He, Mengling Feng
2023	J	`jnl`	A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics. CoRR Kai He, Rui Mao, Qika Lin, Yucheng Ruan, Xiang Lan, Mengling Feng, Erik Cambria
2023	J	`jnl`	Medical Intervention Duration Estimation Using Language-enhanced Transformer Encoder with Medical Prompts. CoRR Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng
2022	—	`conf`	UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio. EMBC Jiangeng Chang, Yucheng Ruan, Shaoze Cui, John Soong Tshon Yit, Mengling Feng
2022	J	`jnl`	UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio. CoRR Jiangeng Chang, Yucheng Ruan, Shaoze Cui, John Soong Tshon Yit, Mengling Feng
2021	J	`jnl`	Text classification models for the automatic detection of nonmedical prescription medication use from social media. BMC Medical Informatics Decis. Mak. Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker