Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision

Liang Chen, Jonathan Berant, Quoc V. Le, +2

Adversarial Attack on Large Scale Graph

Jintang Li, Tao Xie, Liang Chen, +3

IEEE Transactions on Knowledge and Data Engineering

EngineeringMachine LearningNetwork AnalysisGraph ProcessingHardware Security +14

Friend Recommendation Based on Multi-Social Graph Convolutional Network

Liang Chen, Yuanzhen Xie, Zibin Zheng, +2

IEEE Access

Computational Social ScienceGraph Neural NetworkNetwork ScienceGraph TheoryData Science +13

Uncovering Insurance Fraud Conspiracy with Network Learning

Liang Chen, Ziqi Liu, Bin Liu, +4

Fraud DetectionEngineeringMachine LearningFraudulent Claim DetectionInformation Forensics +16

Learning to Generalize from Sparse and Underspecified Rewards

Rishabh Agarwal, Liang Chen, Dale Schuurmans, +1

arXiv (Cornell University)

Artificial IntelligenceMathematical ProgrammingStructured PredictionEngineeringMachine Learning +15

Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision

Liang Chen, Jonathan Berant, Quoc V. Le, +2

arXiv (Cornell University)

Artificial IntelligenceNeural Symbolic MachinesStructured PredictionSyntactic ParsingEngineering +25

Cluster Synchronization in a Complex Dynamical Network with Two Nonidentical Clusters

Liang Chen, Jun-an Lu

Journal of Systems Science and Complexity

Dynamic NetworkNonidentical ClustersComplex Dynamical NetworkNetwork ComplexitySynchronization Protocol +5

Improving Sequence-to-sequence Voice Conversion by Adding Text-supervision

Jing-Xuan Zhang, Zhen-Hua Ling, Yuan Jiang, +3

EngineeringMachine LearningSpoken Language ProcessingSeq2seq Voice ConversionSpeech Recognition +16

Data poisoning attacks on neighborhood‐based recommender systems

Liang Chen, Yangjun Xu, Fenfang Xie, +2

Transactions on Emerging Telecommunications Technologies

Data Poisoning AttacksGroup RecommendersEngineeringMachine LearningData Science +13

Multi-view factorization machines for mobile app recommendation based on hierarchical attention

Tingting Liang, Lei Zheng, Liang Chen, +3

Knowledge-Based Systems

Group RecommendersMatrix FactorizationMulti-view Factorization MachinesMobile App RecommendationHierarchical Attention +2