Exploring potential therapeutic agents of Duhuo-Jisheng-Tang for rheumatoid arthritis. - Guang Zheng; Tong Wei; Changsheng Ma; Jianjun Liu; Jinyu Liu; Cheng Lu 008; Aiping Lu (BIBM, 2014)

Insight Ease: A System for Automated Data-driven Healthcare Insight Generation. - Yuan Zhang; Changsheng Ma; Jianzeng Dong; Eryu Xia; Bibo Hao; Jing Mei; Yong Qin; Shaochun Li; Wen Sun; Zhengbo Zhang; Xin Du (ICHI, 2019)

Network-Based Prediction of Major Adverse Cardiac Events in Acute Coronary Syndromes from Imbalanced EMR Data. - Pengwei Hu 001; Eryu Xia; Shochun Li; Xin Du; Changsheng Ma; Jianzeng Dong; Keith C. C. Chan (MedInfo, 2019)

Outcome-Driven Clustering of Acute Coronary Syndrome Patients Using Multi-Task Neural Network with Attention. - Eryu Xia; Xin Du; Jing Mei; Wen Sun; Suijun Tong; Zhiqing Kang; Jian Sheng; Jian Li; Changsheng Ma; Jianzeng Dong; Shaochun Li (MedInfo, 2019)

BDMF: A Biased Deep Matrix Factorization Model for Recommendation. - Changsheng Ma; Jianjun Li; Peng Pan 001; Guohui Li 001; Junbo Du (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Improving Anticoagulant Treatment Strategies of Atrial Fibrillation Using Reinforcement Learning. - Lei Zuo; Xin Du; Wei Zhao; Chao Jiang; Shijun Xia; Liu He; Rong Liu; Ribo Tang; Rong Bai; Jianzeng Dong; Xingzhi Sun 002; Gang Hu 001; et al. (AMIA, 2020)

DeepComp: Which Competing Event Will Hit the Patient First? - Yingxue Li; Wenxiao Jia; Yashu Kang; Tiange Chen; Xiang Li 013; Xin Du; Jianzeng Dong; Changsheng Ma; Fei Wang 001; Guotong Xie (BIBM, 2020)

Using CT texture analysis to differentiate between peripheral lung cancer and pulmonary inflammatory pseudotumor. - Chenlu Liu; Changsheng Ma; Jinghao Duan; Qingtao Qiu; Yanluan Guo; Zhenhua Zhang; Yong Yin (BMC Medical Imaging, 2020)

SenWave: Monitoring the Global Sentiments under the COVID-19 Pandemic. - Qiang Yang 015; Hind Alamro; Somayah Albaradei; Adil Salhi; Xiaoting Lv; Changsheng Ma; Manal Alshehri; Inji Jaber; Faroug Tifratene; Wei Wang 012; Takashi Gojobori; Carlos M. Duarte 002; et al. (CoRR, 2020)

GF-VAE: A Flow-based Variational Autoencoder for Molecule Generation. - Changsheng Ma; Xiangliang Zhang 001 (CIKM, 2021)

DEMO: Disentangled Molecular Graph Generation via an Invertible Flow Model. - Changsheng Ma; Qiang Yang 015; Xin Gao 001; Xiangliang Zhang 001 (CIKM, 2022)

A Distribution Preserving Model for Molecular Graph Generation. - Changsheng Ma; Qiang Yang 015; Shangsong Liang; Xin Gao 001 (BIBM, 2023)

Counterfactual Learning on Heterogeneous Graphs with Greedy Perturbation. - Qiang Yang 015; Changsheng Ma; Qiannan Zhang; Xin Gao 001; Chuxu Zhang; Xiangliang Zhang 001 (KDD, 2023)

Interpretable Research Interest Shift Detection with Temporal Heterogeneous Graphs. - Qiang Yang 015; Changsheng Ma; Qiannan Zhang; Xin Gao 001; Chuxu Zhang; Xiangliang Zhang 001 (WSDM, 2023)

Modeling non-uniform uncertainty in Reaction Prediction via Boosting and Dropout. - Taicheng Guo; Changsheng Ma; Xiuying Chen; Bozhao Nan; Kehan Guo; Shichao Pei; Nitesh V. Chawla; Olaf Wiest; Xiangliang Zhang 001 (CoRR, 2023)

A Property-Guided Diffusion Model For Generating Molecular Graphs. - Changsheng Ma; Taicheng Guo; Qiang Yang 015; Xiuying Chen; Xin Gao 001; Shangsong Liang; Nitesh V. Chawla; Xiangliang Zhang 001 (ICASSP, 2024)

The Effect of Variable Strength Combinatorial Coverage for Neurons on Fault Detection in Deep Neural Networks. - Wenxuan Huang; Changsheng Ma; Ziyuan Wang (QRS Companion, 2024)

Multi-Intent Attribute-Aware Text Matching in Searching. - Mingzhe Li 001; Xiuying Chen; Jing Xiang; Qishen Zhang; Changsheng Ma; Chenchen Dai; Jinxiong Chang; Zhongyi Liu; Guannan Zhang (WSDM, 2024)

Advanced Framework for Animal Sound Classification With Features Optimization. - Qiang Yang 015; Xiuying Chen; Changsheng Ma; Carlos M. Duarte 002; Xiangliang Zhang 001 (CoRR, 2024)

A lightweight BRLWE-based post-quantum cryptosystem with side-channel resilience for IoT security. - Changsheng Ma; Achyut Shankar; Saru Kumari; Chien-Ming Chen 001 (Internet Things, 2024)

Multiple deep learning models based on MRI images in discriminating glioblastoma from solitary brain metastases: a multicentre study. - Chao Kong; Ding Yan; Kai Liu; Yong Yin; Changsheng Ma (BMC Medical Imaging, 2025)