Meta-Based Self-Training and Re-Weighting for Aspect-Based Sentiment Analysis

Kai He, Rui Mao, Tieliang Gong, +2

IEEE Transactions on Affective Computing

Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningMultimodal Sentiment Analysis +20

A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images

Zeyu Gao, Bangyang Hong, Yang Li, +8

Medical Image Analysis

Multiple Instance LearningEngineeringMachine LearningDigital PathologyWeak Annotation +15

Virtual prompt pre-training for prototype-based few-shot relation extraction

Kai He, Yucheng Huang, Rui Mao, +3

Expert Systems with Applications

Natural Language ProcessingFew-shot LearningEngineeringZero-shot LearningData Science +8

Robust Alternative Minimization for Matrix Completion

Xiaoqiang Lu, Tieliang Gong, Pingkun Yan, +2

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Mathematical ProgrammingEngineeringMatrix CompletionImage AnalysisData Science +16

Semi-Supervised Pixel Contrastive Learning Framework for Tissue Segmentation in Histopathological Image

Jiangbo Shi, Tieliang Gong, Chunbao Wang, +1

IEEE Journal of Biomedical and Health Informatics

EngineeringMachine LearningDigital PathologyPathologyAdjacent Image Patches +20

Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning

Zeyu Gao, Anyu Mao, Kefei Wu, +11

IEEE Transactions on Medical Imaging

Multiple Instance LearningEngineeringMachine LearningImage ClassificationImage Analysis +18

A Structure-Aware Hierarchical Graph-Based Multiple Instance Learning Framework for pT Staging in Histopathological Image

Jiangbo Shi, Lufei Tang, Yang Li, +6

IEEE Transactions on Medical Imaging

Multiple Instance LearningEngineeringMachine LearningDigital PathologyPathology +20

Leveraging Multiple Types of Domain Knowledge for Safe and Effective Drug Recommendation

Jialun Wu, Buyue Qian, Yang Li, +7

Proceedings of the 31st ACM International Conference on Information & Knowledge Management

EngineeringMachine LearningDomain KnowledgeData ScienceData Mining +19

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification

Jiangbo Shi, Chen Li, Tieliang Gong, +2

Dual Attention and Patient Similarity Network for drug recommendation

Jialun Wu, Yuxin Dong, Zeyu Gao, +2

Bioinformatics