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Liantao Ma

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

22

Venues

11

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

22 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIToward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance.Yue Fang, Yuxin Guo, Jiaran Gao, Hongxin Ding, Xinke Jiang, Weibin Liao, Yongxin Xu, Yinghao Zhu, Zhibang Yang, Liantao Ma, Junfeng Zhao, Yasha Wang
2026ACLProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs.Hongxin Ding, Baixiang Huang, Yue Fang, Weibin Liao, Xinke Jiang, Jinyang Zhang, Yinghao Zhu, Zheng Li, Liantao Ma, Junfeng Zhao, Yasha Wang
2026CHIAugmenting Clinical Decision-Making with an Interactive and Interpretable AI Copilot: A Real-World User Study with Clinicians in Nephrology and Obstetrics.Yinghao Zhu, Dehao Sui, Zixiang Wang, Xuning Hu, Lei Gu, Yifan Qi, Tianchen Wu, Ling Wang, Yuan Wei, Wen Tang, Zhihan Cui, Yasha Wang, Lequan Yu, Ewen M. Harrison, Junyi Gao, Liantao Ma
2026ICDEBeyond Imputation: A Semantic Unification Framework for Data and its Missingness in Multimodal Healthcare Analytics.Chaohe Zhang, Liantao Ma, Shiwei Lyu, Xin Gao, Junfeng Zhao, Yasha Wang, Xu Chu
2025KDDLearnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction.Weibin Liao, Yinghao Zhu, Zhongji Zhang, Yuhang Wang, Zixiang Wang, Xu Chu, Yasha Wang, Liantao Ma
2025WWWAdaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories.Tianlong Wang, Xianfeng Jiao, Yinghao Zhu, Zhongzhi Chen, Yifan He, Xu Chu, Junyi Gao, Yasha Wang, Liantao Ma
2025WWWColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration.Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Dehao Sui, Tianlong Wang, Wen Tang, Yasha Wang, Ewen M. Harrison, Chengwei Pan, Junyi Gao, Liantao Ma
2024CIKMEMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation.Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan
2024CIKMPRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations.Yinghao Zhu, Zixiang Wang, Long He, Shiyun Xie, Xiaochen Zheng, Liantao Ma, Chengwei Pan
2024ICASSPPredict and Interpret Health Risk Using Ehr Through Typical Patients.Zhihao Yu, Chaohe Zhang, Yasha Wang, Wen Tang, Jiangtao Wang, Liantao Ma
2024IJCAITemporal Domain Generalization via Learning Instance-level Evolving Patterns.Yujie Jin, Zhibang Yang, Xu Chu, Liantao Ma
2024KDDArtificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare.Shenda Hong, Daoxin Yin, Gongzheng Tang, Tianfan Fu, Liantao Ma, Junyi Gao, Mengling Feng, Mai Wang, Yu Yang, Fei Wang, Hongfang Liu, Luxia Zhang
2022KDDM3Care: Learning with Missing Modalities in Multimodal Healthcare Data.Chaohe Zhang, Xu Chu, Liantao Ma, Yinghao Zhu, Yasha Wang, Jiangtao Wang, Junfeng Zhao
2021AAAIGRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients.Chaohe Zhang, Xin Gao, Liantao Ma, Yasha Wang, Jiangtao Wang, Wen Tang
2021WWWDistilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis.Liantao Ma, Xinyu Ma, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Chaohe Zhang, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang
2020AAAIAdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration.Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma
2020AAAIConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context.Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiangtao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao
2019UICMUSEFood: Multi-Sensor-Based Food Volume Estimation on Smartphones.Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang
2019UICCorrelating MSM's Mental Health with Usage Behaviors on MSM-Specific Social Applications.Xin Gao, Chaohe Zhang, Liantao Ma, Yasha Wang, Jiangtao Wang, Daqing Zhang
2019UICMulti-Source Data Integration-Based Urban Road GPS Environment Friendliness Estimation.Liantao Ma, Yasha Wang, Guangju Peng, Chaohe Zhang, Chao Chen, Junfeng Zhao, Jiangtao Wang
2017CSCWPSAllocator: Multi-Task Allocation for Participatory Sensing with Sensing Capability Constraints.Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Yuanduo He, Liantao Ma
2015UICUbiquitous Intelligent Computing in 10 Years VS Chinese Kungfu.Liantao Ma, Yibo Wang, Junyi Ma, Yuanduo He, Zhaopeng Qiu, Zhengyang Qin, Yasha Wang