Publications (31)
JoyHallo: Digital human model for Mandarin
Sheng Shi, Xuyang Cao, Jun Zhao +1
JoyVASA: Portrait and Animal Image Animation with Diffusion-Based Audio-Driven Facial Dynamics and Head Motion Generation
Xuyang Cao, Guoxin Wang, Sheng Shi +5
Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training
Chenyi Lei, Shixian Luo, Yong Liu +6
Pre-training Graph Transformer with Multimodal Side Information for Recommendation
Yong Liu, Susen Yang, Chenyi Lei +5
A Bi-Pyramid Multimodal Fusion Method for the Diagnosis of Bipolar Disorders
Guoxin Wang, Sheng Shi, Shan An +5
Citrus-V: Advancing Medical Foundation Models with Unified Medical Image Grounding for Clinical Reasoning
Guoxin Wang, Jun Zhao, Xinyi Liu +8
MHAD: Multimodal Home Activity Dataset with Multi-Angle Videos and Synchronized Physiological Signals
Lei Yu, Jintao Fei, Xinyi Liu +4
Unifying Vision, Text, and Layout for Universal Document Processing
Zineng Tang, Ziyi Yang, Guoxin Wang +6
Understanding Long Documents with Different Position-Aware Attentions
Hai Pham, Guoxin Wang, Yijuan Lu +2
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-Highlighting
Xuri Ge, Songpei Xu, Fuhai Chen +4
JoyTTS: LLM-based Spoken Chatbot With Voice Cloning
Fangru Zhou, Jun Zhao, Guoxin Wang
Unsupervised Pre-Training Using Masked Autoencoders for ECG Analysis
Guoxin Wang, Qingyuan Wang, Ganesh Neelakanta Iyer +2
Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification
Guoxin Wang, Xuyang Cao, Shan An +5
MoCrop: Training Free Motion Guided Cropping for Efficient Video Action Recognition
Binhua Huang, Wendong Yao, Shaowu Chen +3
JoyType: A Robust Design for Multilingual Visual Text Creation
Chao Li, Chen Jiang, Xiaolong Liu +2
KARMA Approach supporting Development Process Reconstruction in Model-based Systems Engineering
Jiawei Li, Zan Liang, Guoxin Wang +4
Continuous User Authentication using IoT Wearable Sensors
Conor Smyth, Guoxin Wang, Rajesh Panicker +3
TinyDrop: Tiny Model Guided Token Dropping for Vision Transformers
Guoxin Wang, Qingyuan Wang, Binhua Huang +2
KOSMOS-2.5: A Multimodal Literate Model
Tengchao Lv, Yupan Huang, Jingye Chen +13
Optimal Brain Connection: Towards Efficient Structural Pruning
Shaowu Chen, Wei Ma, Binhua Huang +5
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
Yiheng Xu, Tengchao Lv, Lei Cui +5
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge
Huiqiang Jiang, Guoxin Wang, Weile Chen +2
PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation
Yizhe Xiong, Hui Chen, Tianxiang Hao +6
Emergence of Hierarchies in Multi-Agent Self-Organizing Systems Pursuing a Joint Objective
Gang Chen, Guoxin Wang, Anton van Beek +2
ORXE: Orchestrating Experts for Dynamically Configurable Efficiency
Qingyuan Wang, Guoxin Wang, Barry Cardiff +1
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
Yang Xu, Yiheng Xu, Tengchao Lv +9
Design Ontology Supporting Model-based Systems-engineering Formalisms
Lu Jinzhi, Ma Junda, Xiaochen Zheng +2
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support
Guoxin Wang, Minyu Gao, Shuai Yang +9
ECG Biometric Authentication Using Self-Supervised Learning for IoT Edge Sensors
Guoxin Wang, Shreejith Shanker, Avishek Nag +2
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources
Qianhui Wu, Zijia Lin, Guoxin Wang +4
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition
Yuying Zhu, Guoxin Wang, Börje F. Karlsson