Changsheng Ma

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Atrial Fibrillation

Reinforcement Learning

Approximate String Matching

Acute Coronary Syndrome

Top Venues

Publications

Changsheng Ma, Taicheng Guo, Qiang Yang, Xiuying Chen, Xin Gao, Shangsong Liang, Nitesh V. Chawla, Xiangliang Zhang
A Property-Guided Diffusion Model For Generating Molecular Graphs. ICASSP (2024)
Mingzhe Li, Xiuying Chen, Jing Xiang, Qishen Zhang, Changsheng Ma, Chenchen Dai, Jinxiong Chang, Zhongyi Liu, Guannan Zhang
Multi-Intent Attribute-Aware Text Matching in Searching. WSDM (2024)
Mingzhe Li, Xiuying Chen, Jing Xiang, Qishen Zhang, Changsheng Ma, Chenchen Dai, Jinxiong Chang, Zhongyi Liu, Guannan Zhang
Multi-Intent Attribute-Aware Text Matching in Searching. CoRR (2024)
Qiang Yang, Xiuying Chen, Changsheng Ma, Carlos M. Duarte, Xiangliang Zhang
Advanced Framework for Animal Sound Classification With Features Optimization. CoRR (2024)
Qiang Yang, Changsheng Ma, Qiannan Zhang, Xin Gao, Chuxu Zhang, Xiangliang Zhang
Counterfactual Learning on Heterogeneous Graphs with Greedy Perturbation. KDD (2023)
Taicheng Guo, Changsheng Ma, Xiuying Chen, Bozhao Nan, Kehan Guo, Shichao Pei, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang
Modeling non-uniform uncertainty in Reaction Prediction via Boosting and Dropout. CoRR (2023)
Changsheng Ma, Qiang Yang, Shangsong Liang, Xin Gao
A Distribution Preserving Model for Molecular Graph Generation. BIBM (2023)
Qiang Yang, Changsheng Ma, Qiannan Zhang, Xin Gao, Chuxu Zhang, Xiangliang Zhang
Interpretable Research Interest Shift Detection with Temporal Heterogeneous Graphs. WSDM (2023)
Changsheng Ma, Qiang Yang, Xin Gao, Xiangliang Zhang
DEMO: Disentangled Molecular Graph Generation via an Invertible Flow Model. CIKM (2022)
Changsheng Ma, Xiangliang Zhang
GF-VAE: A Flow-based Variational Autoencoder for Molecule Generation. CIKM (2021)
Lei Zuo, Xin Du, Wei Zhao, Chao Jiang, Shijun Xia, Liu He, Rong Liu, Ribo Tang, Rong Bai, Jianzeng Dong, Xingzhi Sun, Gang Hu, Guotong Xie, Changsheng Ma
Improving Anticoagulant Treatment Strategies of Atrial Fibrillation Using Reinforcement Learning. AMIA (2020)
Yingxue Li, Wenxiao Jia, Yashu Kang, Tiange Chen, Xiang Li, Xin Du, Jianzeng Dong, Changsheng Ma, Fei Wang, Guotong Xie
DeepComp: Which Competing Event Will Hit the Patient First? BIBM (2020)
Qiang Yang, Hind Alamro, Somayah Albaradei, Adil Salhi, Xiaoting Lv, Changsheng Ma, Manal Alshehri, Inji Jaber, Faroug Tifratene, Wei Wang, Takashi Gojobori, Carlos M. Duarte, Xin Gao, Xiangliang Zhang
SenWave: Monitoring the Global Sentiments under the COVID-19 Pandemic. CoRR (2020)
Chenlu Liu, Changsheng Ma, Jinghao Duan, Qingtao Qiu, Yanluan Guo, Zhenhua Zhang, Yong Yin
Using CT texture analysis to differentiate between peripheral lung cancer and pulmonary inflammatory pseudotumor. BMC Medical Imaging 20 (1) (2020)
Eryu Xia, Xin Du, Jing Mei, Wen Sun, Suijun Tong, Zhiqing Kang, Jian Sheng, Jian Li, Changsheng Ma, Jianzeng Dong, Shaochun Li
Outcome-Driven Clustering of Acute Coronary Syndrome Patients Using Multi-Task Neural Network with Attention. MedInfo (2019)
Pengwei Hu, Eryu Xia, Shochun Li, Xin Du, Changsheng Ma, Jianzeng Dong, Keith C. C. Chan
Network-Based Prediction of Major Adverse Cardiac Events in Acute Coronary Syndromes from Imbalanced EMR Data. MedInfo (2019)
Changsheng Ma, Jianjun Li, Peng Pan, Guohui Li, Junbo Du
BDMF: A Biased Deep Matrix Factorization Model for Recommendation. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Eryu Xia, Xin Du, Jing Mei, Wen Sun, Suijun Tong, Zhiqing Kang, Jian Sheng, Jian Li, Changsheng Ma, Jianzeng Dong, Shaochun Li
Outcome-Driven Clustering of Acute Coronary Syndrome Patients using Multi-Task Neural Network with Attention. CoRR (2019)
Yuan Zhang, Changsheng Ma, Jianzeng Dong, Eryu Xia, Bibo Hao, Jing Mei, Yong Qin, Shaochun Li, Wen Sun, Zhengbo Zhang, Xin Du
Insight Ease: A System for Automated Data-driven Healthcare Insight Generation. ICHI (2019)
Guang Zheng, Tong Wei, Changsheng Ma, Jianjun Liu, Jinyu Liu, Cheng Lu, Aiping Lu
Exploring potential therapeutic agents of Duhuo-Jisheng-Tang for rheumatoid arthritis. BIBM (2014)