UltraGCN

Kelong Mao, Jieming Zhu, Xi Xiao, +3

Effective Ultragcn ModelEngineeringGraph TheoryData ScienceMachine Learning +8

SimpleX

Kelong Mao, Jieming Zhu, Jinpeng Wang, +4

Artificial IntelligenceNatural Language ProcessingGroup RecommendersEngineeringMachine Learning +13

FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction

Kelong Mao, Jieming Zhu, Liangcai Su, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Structured PredictionConvolutional Neural NetworkEngineeringMachine LearningVanilla Mlp Network +16

Molecular graph enhanced transformer for retrosynthesis prediction

Kelong Mao, Xi Xiao, Tingyang Xu, +3

Neurocomputing

Molecular GraphEngineeringMolecular DiversityComputational BiologyMolecular Biology +4

Curriculum Contrastive Context Denoising for Few-shot Conversational Dense Retrieval

Kelong Mao, Zhicheng Dou, Hongjin Qian

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Few-shot LearningLlm Fine-tuningEngineeringLanguage LearningCorpus Linguistics +16

UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation

Kelong Mao, Jieming Zhu, Xi Xiao, +3

arXiv (Cornell University)

EngineeringMachine LearningNetwork AnalysisGraph ProcessingEffective Ultragcn Model +14

Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search

Kelong Mao, Zhicheng Dou, Fengran Mo, +3

Conversation UnderstandingEngineeringExploratory SearchInteractive SearchSpoken Dialog System +21

ConvGQR: Generative Query Reformulation for Conversational Search

Fengran Mo, Kelong Mao, Yutao Zhu, +3

EngineeringSpoken Dialog SystemQuery RewritingLanguage ProcessingText Mining +16

SimpleX: A Simple and Strong Baseline for Collaborative Filtering

Kelong Mao, Jieming Zhu, Jinpeng Wang, +4

arXiv (Cornell University)

Artificial IntelligenceGroup RecommendersEngineeringInformation RetrievalMachine Learning +12

Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach

Kelong Mao, Xi Xiao, Jieming Zhu, +3

EngineeringMachine LearningIntelligent Information RetrievalImage AnnotationCorpus Linguistics +14