Social-Aware and Sequential Embedding for Cold-Start Recommendation. - Kexin Huang; Yukun Cao; Ye Du; Li Li 006; Li Liu 001; Jun Liao 001 (KSEM (1), 2019)

Finger Gesture Recognition Based on 3D-Accelerometer and 3D-Gyroscope. - Wenchao Ma; Junfeng Hu 001; Jun Liao 001; Zhencheng Fan; Jianjun Wu; Li Liu 001 (KSEM (1), 2019)

Multimodal Learning with Triplet Ranking Loss for Visual Semantic Embedding Learning. - Zhanbo Yang; Li Li 006; Jun He 012; Zixi Wei; Li Liu 001; Jun Liao 001 (KSEM (1), 2019)

Individual Risk Prediction of Gastric Cancer Using Fully Connected Neural Network with Weighted Neighborhood Feature. - Jun Liao 001; Dandan Liu; Junfeng Hu 001; Yande Li; Aamir Khan; Li Liu 001; Qingyu Xiong; Junhao Wen 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Modeling Data-Driven Liver Cancer Prediction with Medical Knowledge on Chinese Population. - Dandan Liu; Jun Liao 001; Li Liu 001 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network. - Junfeng Hu 001; Zhencheng Fan; Jun Liao 001; Li Liu 001 (ECAI, 2020)

Predicting Cancer Risks By A Constraint-Based Causal Network. - Xuewen Yan; Jun Liao 001; Hao Luo; Yi Zhang; Li Liu 001 (ICME, 2020)

RCapsNet: A Recurrent Capsule Network for Text Classification. - Junfeng Hu 001; Jun Liao 001; Li Liu 001; Wenchao Ma (IJCNN, 2020)

Discovering biomedical causality by a generative Bayesian causal network under uncertainty. - Ting Ye; Jun Liao 001; Xuewen Yan; Hao Luo; Wenbing Zhang; Li Liu 001 (IJCNN, 2020)

Recognizing Complex Activities by a Temporal Causal Network-Based Model. - Jun Liao 001; Junfeng Hu 001; Li Liu 001 (ECML/PKDD (4), 2020)

Recognizing Chinese Sign Language Based on Deep Neural Network. - Xi Hu; Liming Tan; Jiayi Zhou; Shahid Ali; Zirui Yong; Jun Liao 001; Li Liu 001 (SMC, 2020)

STGauntlet: Recognizing Hand Gestures over Multiple Hand-Worn Motion Sensors. - Mengyuan Ran; Shanshan Wang; Jun Liao 001; Yuhao Zhang; Li Liu 001 (SMC, 2020)

ST-Xception: A Depthwise Separable Convolution Network for Military Sign Language Recognition. - Yuhao Zhang; Jun Liao 001; Mengyuan Ran; Xin Li; Shanshan Wang; Li Liu 001 (SMC, 2020)

Inertial Sensor-Based Upper Limb Rehabilitation Auxiliary Equipment and Upper Limb Functional Rehabilitation Evaluation. - Shanshan Wang; Jun Liao 001; Zirui Yong; Xiaohu Li; Li Liu 001 (ChineseCSCW (1), 2021)

Oversampling by a Constraint-Based Causal Network in Medical Imbalanced Data Classification. - Hao Luo; Jun Liao 001; Xuewen Yan; Li Liu 001 (ICME, 2021)

Recognizing Skeleton-Based Hand Gestures by a Spatio-Temporal Network. - Xin Li; Jun Liao 001; Li Liu 001 (ECML/PKDD (4), 2021)

Stacked LSTM-Based Dynamic Hand Gesture Recognition with Six-Axis Motion Sensors. - Yidi Zhang; Mengyuan Ran; Jun Liao 001; Guoxin Su; Ming Liu 007; Li Liu 001 (SMC, 2021)

Recognizing diseases with multivariate physiological signals by a DeepCNN-LSTM network. - Jun Liao 001; Dandan Liu; Guoxin Su; Li Liu 001 (Appl. Intell., 2021)

FIGCI: Flow-Based Information-Geometric Causal Inference. - Shengyuan Zhang; Jingyu Wu; Zejian Li; Li Liu 001; Jun Liao 001; Lingyun Sun (CICAI (2), 2022)

CMGAN: A generative adversarial network embedded with causal matrix. - Wenbin Zhang; Jun Liao 001; Yi Zhang; Li Liu 001 (Appl. Intell., 2022)

A single smartwatch-based segmentation approach in human activity recognition. - Yande Li; Lulan Yu; Jun Liao 001; Guoxin Su; Ammarah Hashmi; Li Liu 001; Shu Wang 005 (Pervasive Mob. Comput., 2022)

Preserving Structural Consistency in Arbitrary Artist and Artwork Style Transfer. - Jingyu Wu; Lefan Hou; Zejian Li; Jun Liao 001; Li Liu 001; Lingyun Sun (AAAI, 2023)

Predicting Fall Events by a Spatio-Temporal Topological Network with Multiple Wearable Sensors. - Xiaohu Li; Jiawei Liu; Guorui Liao; Mingrui Yin; Shu Wang 005; Guoxin Su; Jun Liao 001; Li Liu 001 (ICASSP, 2024)

Multi-channel Spatio-Temporal Causal Representation Model for Cognitive Load Assessment in Physiological Signals. - Laiming Jiang; Jiawei Liu; Shu Wang 005; Jun Liao 001; Qingsong Li; Zhengyang Li; Shen Chen; Li Liu 001 (ICME, 2024)

Recognizing Cognitive Load by a Multi-instance Causal Learning Model from Multi-channel Physiological Data. - Zhengyang Li; Shanshan Huang 004; Jiawei Liu; Laiming Jiang; Shen Chen; Yi Zhang; Jun Liao 001; Shu Wang 005; Li Liu 001 (ICME, 2024)

Causal Discovery Evaluation Framework in the Absence of Ground-Truth Causal Graph. - Tingpeng Li; Lei Wang 197; Danhua Peng; Jun Liao 001; Li Liu 001; Zhendong Liu (IEEE Access, 2024)

A survey of causal discovery based on functional causal model. - Lei Wang 197; Shanshan Huang 004; Shu Wang 005; Jun Liao 001; Tingpeng Li; Li Liu 001 (Eng. Appl. Artif. Intell., 2024)

Multi-attentional causal intervention networks for medical image diagnosis. - Shanshan Huang 004; Lei Wang 197; Jun Liao 001; Li Liu 001 (Knowl. Based Syst., 2024)

A spatio-temporal graph neural network for fall prediction with inertial sensors. - Shu Wang 005; Xiaohu Li; Guorui Liao; Jiawei Liu; Changbo Liao; Ming Liu 007; Jun Liao 001; Li Liu 001 (Knowl. Based Syst., 2024)

Finding score-based representative samples for cancer risk prediction. - Jun Liao 001; Hao Luo; Xuewen Yan; Ting Ye; Shanshan Huang 004; Li Liu 001 (Pattern Recognit., 2024)

Controllable image generation based on causal representation learning. - Shanshan Huang 004; Yuanhao Wang 008; Zhili Gong; Jun Liao 001; Shu Wang 005; Li Liu 001 (Frontiers Inf. Technol. Electron. Eng., 2024)

Controllable image synthesis methods, applications and challenges: a comprehensive survey. - Shanshan Huang 004; Qingsong Li; Jun Liao 001; Shu Wang 005; Li Liu 001; Lian Li 003 (Artif. Intell. Rev., 2024)

HiPoser: 3D Human Pose Estimation with Hierarchical Shared Learning at Parts-Level Using Inertial Measurement Units. - Guorui Liao; Chunyuan Zheng 001; Li Cheng 001; Haoyu Xie; Shanshan Huang 004; Jun Liao 001; Haoxuan Li 001; Li Liu 001 (AAAI, 2025)

CAP: Causal Air Quality Index Prediction Under Interference with Unmeasured Confounding. - Huayi Yang; Chunyuan Zheng 001; Guorui Liao; Shanshan Huang 004; Jun Liao 001; Zhili Gong; Haoxuan Li 001; Li Liu 001 (WWW, 2025)

A real-time system for fall prediction and protection with spatio-temporal graph neural network using multiple motion sensors. - Li Liu 001; Haoyu Xie; Xiaohu Li; Guorui Liao; Shu Wang 005; Changbo Liao; Shengfa Miao; Haimiao Wu; Li He; Jun Liao 001; Qing Tao (Expert Syst. Appl., 2025)