Network Embedding as Matrix Factorization

Jiezhong Qiu, Yuxiao Dong, Hao Ma, +3

When LP Is the Cure for Your Matching Woes: Improved Bounds for Stochastic Matchings

Nikhil Bansal, Anupam Gupta, Jian Li, +3

Algorithmica

Mathematical ProgrammingEngineeringSocial MatchingMatching TechniqueCombinatorial Pattern Matching +7

BRITS: Bidirectional Recurrent Imputation for Time Series

Wei Cao, Dong Wang, Jian Li, +3

arXiv (Cornell University)

Natural Language ProcessingSequence ModellingEngineeringMachine LearningData Science +9

Trinary-Projection Trees for Approximate Nearest Neighbor Search

Jingdong Wang, Naiyan Wang, You Jia, +4

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningImage RetrievalRange SearchingPartition Functions +19

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

Jiezhong Qiu, Yuxiao Dong, Hao Ma, +3

arXiv (Cornell University)

LRSpeech

Jin Xu, Xu Tan, Yi Ren, +4

Asr ModelEngineeringMultilingual PretrainingLow-resource Language ProcessingSpeech Recognition +14

Gradient Descent Maximizes the Margin of Homogeneous Neural Networks

Kaifeng Lyu, Jian Li

International Conference on Learning Representations

Artificial IntelligenceModel OptimizationGradient DescentEngineeringMachine Learning +10

Gradient Boosting with Piece-Wise Linear Regression Trees

Yu Shi, Jian Li, Zhize Li

EngineeringMachine LearningMachine Learning ToolBase LearnersData Science +19

Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality

Min Xie, Raymond Chi-Wing Wong, Jian Li, +2

Mathematical ProgrammingRanking AlgorithmEngineeringLearning To RankComputational Complexity +24

Scalable column concept determination for web tables using large knowledge bases

Dong Deng, Yu Jiang, Guoliang Li, +2

Proceedings of the VLDB Endowment

EngineeringSemantic SearchKnowledge ExtractionSemantic WebText Mining +17