Contrastive Clustering

Yunfan Li, Peng Hu, Zitao Liu, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Instance-based LearningMultiple Instance LearningMachine VisionMachine LearningData Science +12

Partially View-aligned Representation Learning with Noise-robust Contrastive Loss

Mouxing Yang, Yunfan Li, Zhenyu Huang, +3

Geometric LearningStructured PredictionEngineeringMachine LearningImage Analysis +14

Rett syndrome-causing mutations compromise MeCP2-mediated liquid–liquid phase separation of chromatin

Liang Wang, Mingli Hu, Mei-Qing Zuo, +10

Cell Research

ChromatinGenome InstabilityChromatin StructureChromatin RemodelingNatural Sciences +9

Twin Contrastive Learning for Online Clustering

Yunfan Li, Mouxing Yang, Dezhong Peng, +3

International Journal of Computer Vision

Twin Contrastive LearningEngineeringMachine LearningData ScienceData Mining +3

Incomplete Multi-view Clustering via Prototype-based Imputation

Haobin Li, Yunfan Li, Mouxing Yang, +3

Multiple Instance LearningEngineeringMachine LearningMultimodal LearningImage Analysis +17

scBridge embraces cell heterogeneity in single-cell RNA-seq and ATAC-seq data integration

Yunfan Li, Dan Zhang, Mouxing Yang, +6

Nature Communications

EngineeringGeneticsTranscriptomics TechnologyGenomicsSingle Cell Sequencing +21

Tau induces inflammasome activation and microgliosis through acetylating NLRP3

Lun Zhang, Yongkang Gai, Yushuang Liu, +21

Clinical and Translational Medicine

Cross-Modal Retrieval With Noisy Correspondence via Consistency Refining and Mining

Xinran Ma, Mouxing Yang, Yunfan Li, +3

IEEE Transactions on Image Processing

Horseshoe Regularisation for Machine Learning in Complex and Deep Models¹

Anindya Bhadra, Jyotishka Datta, Yunfan Li, +1

International Statistical Review

Horseshoe ShrinkageBayesian StatisticsHorseshoe PriorsEngineeringMachine Learning +13

Design Space Exploration of Memory Controller Placement in Throughput Processors with Deep Learning

Ting-Ru Lin, Yunfan Li, Massoud Pedram, +1

IEEE Computer Architecture Letters

EngineeringMachine LearningAdvanced ComputingComputer ArchitectureDeep Learning Models +15