| 2026 | AAAI | HKAFER: Achieve Visual Parameter-Efficient Fine-Tuning via Heterogeneous Kronecker Adaptation for Facial Expression Recognition. | Yu Gao, Haoyu Ji, Zhiyong Wang, Wenze Huang, Qian Dong, Zhihao Yang, Xueting Liu, Weihong Ren, Honghai Liu |
| 2025 | ACL | Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer. | Guodong Du, Zitao Fang, Jing Li, Junlin Li, Runhua Jiang, Shuyang Yu, Yifei Guo, Yangneng Chen, Sim Kuan Goh, Ho-Kin Tang, Daojing He, Honghai Liu, Min Zhang |
| 2025 | ACL | BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation. | Jilong Li, Zhenxi Song, Jiaqi Wang, Meishan Zhang, Honghai Liu, Min Zhang, Zhiguo Zhang |
| 2025 | ACL | Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing. | Longhui Zhang, Jiahao Wang, Meishan Zhang, GaoXiong Cao, Ensheng Shi, Mayuchi Mayuchi, Jun Yu, Honghai Liu, Jing Li, Min Zhang |
| 2025 | ACL | Reflection on Knowledge Graph for Large Language Models Reasoning. | Yigeng Zhou, Wu Li, Yifan Lu, Jing Li, Fangming Liu, Meishan Zhang, Yequan Wang, Daojing He, Honghai Liu, Min Zhang |
| 2024 | AAAI | Exploring Self- and Cross-Triplet Correlations for Human-Object Interaction Detection. | Weibo Jiang, Weihong Ren, Jiandong Tian, Liangqiong Qu, Zhiyong Wang, Honghai Liu |
| 2024 | CSCWD | CRED: A Corneal Reflection and Environment Dataset. | Mengqi Du, Yue Zhang, Jianhua Zhang, Honghai Liu |
| 2024 | CVPR | Discovering Syntactic Interaction Clues for Human-Object Interaction Detection. | Jinguo Luo, Weihong Ren, Weibo Jiang, Xi'ai Chen, Qiang Wang, Zhi Han, Honghai Liu |
| 2024 | ECCV | Language-Assisted Skeleton Action Understanding for Skeleton-Based Temporal Action Segmentation. | Haoyu Ji, Bowen Chen, Xinglong Xu, Weihong Ren, Zhiyong Wang, Honghai Liu |
| 2024 | ICASSP | BNMTrans: A Brain Network Sequence-Driven Manifold-Based Transformer for Cognitive Impairment Detection Using EEG. | Ruihan Qin, Zhenxi Song, Huixia Ren, Zian Pei, Lin Zhu, Xue Shi, Yi Guo, Honghai Liu, Min Zhang, Zhiguo Zhang |
| 2024 | ICASSP | Fusing Multi-Level Features from Audio and Contextual Sentence Embedding from Text for Interview-Based Depression Detection. | Junqi Xue, Ruihan Qin, Xinxu Zhou, Honghai Liu, Min Zhang, Zhiguo Zhang |
| 2024 | ICASSP | EmoTVR: A Hybrid Model to Estimate Continuous-Time and Continuous-Level Emotion from Electroencephalography. | Xinxu Zhou, Zhen Liang, Weishan Ye, Junqi Xue, Honghai Liu, Min Zhang, Zhiguo Zhang |
| 2024 | IROS | MLPER: Multi-Level Prompts for Adaptively Enhancing Vision-Language Emotion Recognition. | Yu Gao, Weihong Ren, Xinglong Xu, Yan Wang, Zhiyong Wang, Honghai Liu |
| 2024 | IROS | GroupTrack: Multi-Object Tracking by Using Group Motion Patterns. | Xinglong Xu, Weihong Ren, Gan Sun, Haoyu Ji, Yu Gao, Honghai Liu |
| 2024 | SMC | Automatic Recognition of Social Engagement for Children with Autism Spectrum Disorder. | Xinming Wang, Xiangdong Zhang, Zhiyong Wang, Wei Nie, Hanlin Zhang, Xiu Xu, Honghai Liu |
| 2024 | SMC | Dual Transducers Co-Focusing Method for Ultrasound Stimulation in Calf Peripheral Nervous System: A Feasibility Study. | Haoran Zheng, Xiaoxin Wang, Hongwei Zhang, Honghai Liu |
| 2023 | ICMLC | A Humanoid Robot to Assess the Affective Imitative Expression Abilities of Children with Autism Spectrum Disorder. | Haoyu Ji, Bowen Chen, Zhiyong Wang, Hanwei Ma, Ruihan Lin, Yixuan Sheng, Honghai Liu |
| 2023 | ICMLC | Analyze Hand Motor Capabilities for Potential Autistic Intervention: A Feasibility Study. | Carrie M. Toptan, Dinghuang Zhang, Honghai Liu |
| 2023 | ICMLC | Action Quality Assessment for ASD Behaviour Evaluation. | Dinghuang Zhang, Dalin Zhou, Honghai Liu |
| 2023 | IROS | WSCFER: Improving Facial Expression Representations by Weak Supervised Contrastive Learning. | Wei Nie, Bowen Chen, Wenhao Wu, Xiu Xu, Weihong Ren, Honghai Liu |
| 2023 | IECON | Fatigue Detection Based on Multiple Visual Features in Virtual Driving System. | Wei Wang, Hanlin Zhang, Qiyi Tong, Wei Nie, Xinming Wang, Zhiyong Wang, Ruihan Lin, Honghai Liu |
| 2023 | IECON | Improving Stability of Gaze Target Detection in Videos. | Zhihao Yang, Xinming Wang, Zhiyong Wang, Qiong Xu, Xiu Xu, Honghai Liu |
| 2023 | SMC | Construction and Analysis of Deep Functional Corticomuscular Coupling Effect. | Jinbiao Liu, Xinhang Li, Lijie Wang, Manli Luo, Linqing Feng, Tao Tang, Honghai Liu, Yina Wei |
| 2022 | CSCWD | A Swift Gaze Estimate Method Based On The Corneal Image System. | Mengqi Du, Kaiqi Chen, Jianhua Zhang, Honghai Liu |
| 2022 | BSN | An End-to-end Posture Perception Method for Soft Bending Actuators Based on Kirigami-inspired Piezoresistive Sensors. | Jing Shu, Junming Wang, Yujie Su, Honghai Liu, Zheng Li, Raymond Kai-Yu Tong |
| 2022 | ICPR | AutoENP: An Auto Rating Pipeline for Expressing Needs via Pointing Protocol. | Bowen Chen, Weihong Ren, Honghai Liu, Huiping Li, Xiu Xu, Bingrui Zhou, Qiong Xu |
| 2022 | SMC | Eye-hand Coordination based Properties for Social Capability Representation: a Case Study. | Carrie M. Toptan, Dinghuang Zhang, Honghai Liu |
| 2020 | IJCNN | A-mode Ultrasound Driven Sensor Fusion for Hand Gesture Recognition. | Peter Boyd, Honghai Liu |
| 2020 | ICPR | Object-oriented Map Exploration and Construction Based on Auxiliary Task Aided DRL. | Junzhe Xu, Jianhua Zhang, Shengyong Chen, Honghai Liu |
| 2020 | IROS | CalibRCNN: Calibrating Camera and LiDAR by Recurrent Convolutional Neural Network and Geometric Constraints. | Jieying Shi, Ziheng Zhu, Jianhua Zhang, Ruyu Liu, Zhenhua Wang, Shengyong Chen, Honghai Liu |
| 2020 | IECON | Sampling-Based Path Planning in Heterogeneous Dimensionality-Reduced Spaces. | Wenjie Lu, Huan Yu, Hao Xiong, Honghai Liu |
| 2020 | SMC | Delay estimation for cortical-muscular interaction via the rate of voxels change. | Jinbiao Liu, Gansheng Tan, Yixuan Sheng, Jiaole Wang, Wenjie Lu, Honghai Liu |
| 2020 | SMC | Free-Head Pose Estimation under Low-Resolution Scenarios. | Jingjing Liu, Zhiyong Wang, Haibo Qin, Kai Xu, Bin Ji, Honghai Liu |
| 2020 | SMC | An Auxiliary Screening System for Autism Spectrum Disorder Based on Emotion and Attention Analysis. | Kai Xu, Bin Ji, Zhiyong Wang, Jingjing Liu, Honghai Liu |
| 2020 | SMC | Feature Fusion of sEMG and Ultrasound Signals in Hand Gesture Recognition. | Jia Zeng, Yu Zhou, Yicheng Yang, Jiaole Wang, Honghai Liu |
| 2019 | ICMLC | Exploring the LIMB Position Effect on Wearable-Ultrasound-Based Gesture Recognition. | Xingchen Yang, Ji-Peng Yan, Yi Zhao, Honghai Liu |
| 2019 | IJCNN | Spatial Map Learning with Self-Organizing Adaptive Recurrent Incremental Network. | Wei Hong Chin, Naoyuki Kubota, Chu Kiong Loo, Zhaojie Ju, Honghai Liu |
| 2019 | SMC | Electrotactile Stimulation Waveform Modulation Based on A Customized Portable Stimulator: A Pilot Study. | Yicheng Yang, Yu Zhou, Jia Zeng, Keshi He, Honghai Liu |
| 2018 | BMVC | Accurate Eye Center Localization via Hierarchical Adaptive Convolution. | Haibin Cai, Bangli Liu, Zhaojie Ju, Serge Thill, Tony Belpaeme, Bram Vanderborght, Honghai Liu |
| 2018 | BMVC | Online Action Recognition based on Skeleton Motion Distribution. | Bangli Liu, Zhaojie Ju, Naoyuki Kubota, Honghai Liu |
| 2018 | BMVC | Feature Selection Mechanism in CNNs for Facial Expression Recognition. | Shuwen Zhao, Haibin Cai, Honghai Liu, Jianhua Zhang, Shengyong Chen |
| 2018 | ICMLC | A Hybrid Cnn-Svm Classifier For Hand Gesture Recognition With Surface Emg Signals. | HongFeng Chen, Runze Tong, Minjie Chen, Yinfeng Fang, Honghai Liu |
| 2018 | ICMLC | Relative Confidence Based Information Fusion For Semg-Based Pattern Recognition. | Jinrong Li, Yinfeng Fang, Yong Ning, Jing Jie, Ping Tan, Honghai Liu |
| 2018 | ICMLC | Surface Emg Channel Selection For Thumb Motion Classificationsignal. | Wan-Fen Xu, Yinfeng Fang, Gong-Yue Zhang, Zhaojie Ju, Gongfa Li, Honghai Liu |
| 2018 | ICONIP | Robust Eye Center Localization Based on an Improved SVR Method. | Zhiyong Wang, Haibin Cai, Honghai Liu |
| 2018 | SMC | Automatic Estimation of Biceps Brachi Muscle Thickness in B-Mode Ultrasound Images. | Honghai Liu, Xingchen Yang, Xueli Sun, Linwei Ye, Keshi He |
| 2018 | SMC | ECG-Enhanced Multi-sensor Solution for Wearable Sports Devices. | Wei Xia, Yu Zhou, Yinfeng Fang, Honghai Liu |
| 2018 | SMC | Analysis of Stable sEMG Features for Bilateral Upper Limb Motion. | Yangbo Yu, Hongze Jiang, Yu Zhou, Honghai Liu |
| 2017 | ICIP | Human-human interaction recognition based on spatial and motion trend feature. | Bangli Liu, Haibin Cai, Xiaofei Ji, Honghai Liu |
| 2017 | ICIP | Cascade support vector regression-based facial expression-aware face frontalization. | Yiming Wang, Hui Yu, Junyu Dong, Muwei Jian, Honghai Liu |
| 2017 | ICMLC | A gesture database of B-mode ultrasound-based human-machine interface. | Wei Xia, Linwei Ye, Honghai Liu |
| 2017 | ICMLC | An improved type-2 fuzzy logic controller design based on genetic algorithm. | Tao-Yan Zhao, Ping Li, Jiangtao Cao, Honghai Liu |
| 2017 | ICRA | Two-eye model-based gaze estimation from a Kinect sensor. | Xiaolong Zhou, Haibin Cai, Youfu Li, Honghai Liu |
| 2017 | SMC | Embedded vision based automotive interior intrusion detection system. | Haibin Cai, Donghee Lee, Hwang Joonkoo, Yinfeng Fang, Song Li, Honghai Liu |
| 2017 | SMC | Exploring the relation between EMG sampling frequency and hand motion recognition accuracy. | HongFeng Chen, Yue Zhang, Zhuo Zhang, Yinfeng Fang, Honghai Liu, Chun-Yan Yao |
| 2017 | SMC | A force-driven granular model for EMG based grasp recognition. | Yinfeng Fang, Dalin Zhou, Kairu Li, Zhaojie Ju, Honghai Liu |
| 2017 | SMC | Activity recognition for asd children based on joints estimation. | Dongxu Gao, Zhaojie Ju, Yingfeng Fang, Jiangtao Cao, Chenguang Yang, Honghai Liu |
| 2016 | ACCV | Facial Expression-Aware Face Frontalization. | Yiming Wang, Hui Yu, Junyu Dong, Brett Stevens, Honghai Liu |
| 2016 | HealthCom | Human-machine interface based on multi-channel single-element ultrasound transducers: A preliminary study. | Yuefeng Li, Keshi He, Xueli Sun, Honghai Liu |
| 2016 | HSI | Performances of surface EMG and Ultrasound signals in recognizing finger motion. | Youjia Huang, Honghai Liu |
| 2016 | HSI | Comparison of online adaptive learning algorithms for myoelectric hand control. | Yue Zhang, Zheng Wang, Zhuo Zhang, Yinfeng Fang, Honghai Liu |
| 2016 | ICMLC | Improving robustness against electrode shift of sEMG based hand gesture recognition using online semi-supervised learning. | Qiu Xia Li, Patrick P. K. Chan, Dalin Zhou, Yinfeng Fang, Honghai Liu, Daniel S. Yeung |
| 2016 | SMC | Combining 3D joints Moving Trend and Geometry property for human action recognition. | Bangli Liu, Hui Yu, Xiaolong Zhou, Dan Tang, Honghai Liu |
| 2016 | SMC | A wave detection method for air-coupled ultrasound system on human abdominal region. | Takahiro Takeda, Takuaya Mabuchi, Naoyuki Takesue, Naoyuki Kubota, Honghai Liu |
| 2015 | HSI | Dynamic facial expression recognition using local patch and LBP-TOP. | Yiming Wang, Hui Yu, Brett Stevens, Honghai Liu |
| 2015 | HSI | Combining Kinect and PnP for camera pose estimation. | Shu Zhang, Hui Yu, Junyu Dong, Ting Wang, Lin Qi, Honghai Liu |
| 2015 | ICMLC | Convolution-based means of gradient for fast eye center localization. | Haibin Cai, Hui Yu, Chun-Yan Yao, Shenyong Chen, Honghai Liu |
| 2015 | SMC | A New Wearable Ultrasound Muscle Activity Sensing System for Dexterous Prosthetic Control. | Nalinda Hettiarachchi, Zhaojie Ju, Honghai Liu |
| 2015 | SMC | Automatic Reconstruction of Dense 3D Face Point Cloud with a Single Depth Image. | Shu Zhang, Hui Yu, Junyu Dong, Ting Wang, Zhaojie Ju, Honghai Liu |
| 2015 | RO-MAN | Real time object tracking via a mixture model. | Dongxu Gao, Zhaojie Ju, Jiangtao Cao, Honghai Liu |
| 2014 | ICMLC | Real-time hand gesture feature extraction using depth data. | Hao Huang, Zhaojie Ju, Honghai Liu |
| 2014 | IJCNN | Image factorization and feature fusion for enhancing robot vision in human face recognition. | Hui Yu, Zhaojie Ju, Honghai Liu |
| 2014 | IJCNN | Linear regression for head pose analysis. | Hui Yu, Honghai Liu |
| 2014 | SMC | Robust sEMG electrodes configuration for pattern recognition based prosthesis control. | Yinfeng Fang, Honghai Liu |
| 2014 | SMC | A wireless wearable sEMG and NIRS acquisition system for an enhanced human-computer interface. | Weichao Guo, Peng-Fei Yao, Xinjun Sheng, Honghai Liu, Xiangyang Zhu |
| 2013 | ICMLC | Depth and RGB image alignment for hand gesture segmentation using Kinect. | Zhaojie Ju, Yuehui Wang, Wei Zeng, Shengyong Chen, Honghai Liu |
| 2013 | SMC | Explore New Eye Tracking and Gaze Locating Methods. | Alexander Kadyrov, Hui Yu, Joe Eyles, Honghai Liu |
| 2013 | SMC | Ship Detection and Segmentation Using Image Correlation. | Alexander Kadyrov, Hui Yu, Honghai Liu |
| 2013 | SMC | New Perception of Fluffy Surfaces. | Alexander Kadyrov, Hui Yu, Honghai Liu |
| 2012 | IJCNN | Surface EMG signals determinism analysis based on recurrence plot for hand grasps. | Gaoxiang Ouyang, Zhaojie Ju, Honghai Liu |
| 2012 | KES | Motion Detection based on Simulated Depth Measurement. | Chern Hong Lim, Alexander Kadyrov, Chee Seng Chan, Honghai Liu |
| 2010 | IROS | Human hand motion recognition using Empirical Copula. | Zhaojie Ju, Honghai Liu |
| 2010 | KES | Viewpoint Insensitive Actions Recognition Using Hidden Conditional Random Fields. | Xiaofei Ji, Honghai Liu, Yibo Li |
| 2008 | IJCNN | Predictive unsupervised organisation in marine engine fault detection. | Ian Morgan, Honghai Liu, George Turnbull, David J. Brown |
| 2008 | KES | Analysing Flight Data Using Clustering Methods. | Christopher Jesse, Honghai Liu, Edward Smart, David J. Brown |
| 2008 | KES | Visual-Based View-Invariant Human Motion Analysis: A Review. | Xiaofei Ji, Honghai Liu, Yibo Li, David J. Brown |
| 2007 | ETFA | Accurate range image registration: Eliminating or modelling outliers. | Yonghuai Liu, Honghai Liu, Longzhuang Li, Baogang Wei |
| 2007 | KES | Qualitative Correspondence for Object Tracking Using Dynamic Panorama. | Farshad Fahimi, Honghai Liu, David J. Brown |
| 2007 | KES | Geometrical Representation of Quantity Space and Its Application to Robot Motion Description. | Honghai Liu, David J. Brown, George Macleod Coghill |
| 2007 | KES | Time Discretisation Applied to Anomaly Detection in a Marine Engine. | Ian Morgan, Honghai Liu, George Turnbull, David J. Brown |
| 2006 | IJCNN | Combining Multi-Frame Images for Enhancement Using Self-Delaying Dynamic Networks. | Lewis Eric Hibell, Honghai Liu, David J. Brown |
| 2006 | KES | Human Arm-Motion Classification Using Qualitative Normalised Templates. | Chee Seng Chan, Honghai Liu, David J. Brown |
| 2006 | KES | Spiking Neural Network Based Classification of Task-Evoked EEG Signals. | Piyush Goel, Honghai Liu, David J. Brown, Avijit Datta |
| 2006 | KES | Temperature Field Estimation for the Pistons of Diesel Engine 4112. | Zuoqin Qian, Honghai Liu, Guangde Zhang, David J. Brown |
| 2005 | SMC | Fuzzy Qualitative Trigonometry. | Honghai Liu, George Macleod Coghill |
| 2004 | ECAI | Qualitative Modelling of Planar Robots. | Honghai Liu, George Macleod Coghill |
| 2004 | SGAI | A Model-Based Approach to Robot Fault Diagnosis. | Honghai Liu, George M. Coghill |