Learning To Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning

Sai Krishna Gottipati, Boris Sattarov, Sufeng Niu, +9

PolyPublie (École Polytechnique de Montréal)

Artificial IntelligenceEngineeringMachine LearningComputational ChemistryChemistry +16

Learning To Navigate The Synthetically Accessible Chemical Space Using\n Reinforcement Learning

Sai Krishna Gottipati, Boris Sattarov, Sufeng Niu, +5

arXiv (Cornell University)

PCT: Large-Scale 3d Point Cloud Representations Via Graph Inception Networks with Applications to Autonomous Driving

Siheng Chen, Sufeng Niu, Tian Lan, +1

Geometric LearningLarge-scale 3DMachine LearningEngineeringPoint Cloud Processing +16

FPGA implementation of fast QR decomposition based on givens rotation

Semih Aslan, Sufeng Niu, Jafar Saniie

EngineeringHardware AccelerationInternal Cell StructureVlsi ArchitectureHardware Algorithm +9

Generalized Value Iteration Networks:Life Beyond Lattices

Sufeng Niu, Siheng Chen, Hanyu Guo, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Mathematical ProgrammingArtificial IntelligenceGeometric LearningLarge-scale Global OptimizationEngineering +15

Performance-Adaptive Sampling Strategy Towards Fast and Accurate Graph Neural Networks

Minji Yoon, Théophile Gervet, Baoxu Shi, +3

Graph Neural NetworkNetwork ScienceGraph TheoryData ScienceMachine Learning +13

Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm

Siheng Chen, Sufeng Niu, Leman Akoglu, +2

arXiv (Cornell University)

Cluster ComputingGraph SparsityEngineeringNetwork AnalysisGraph Database +18

Generalized Value Iteration Networks: Life Beyond Lattices

Sufeng Niu, Siheng Chen, Hanyu Guo, +3

arXiv (Cornell University)

Mathematical ProgrammingArtificial IntelligenceGeometric LearningLarge-scale Global OptimizationEngineering +15

Speech Enhancement Using Forked Generative Adversarial Networks with Spectral Subtraction

Ju Lin, Sufeng Niu, Zice Wei, +4

Spectral SubtractionEngineeringHealth SciencesNoiseSpeech Enhancement +7

Improved Speech Enhancement Using a Time-Domain GAN with Mask Learning

Ju Lin, Sufeng Niu, A. van Wijngaarden, +3

Mask LearningSpeech PerceptionEngineeringHealth SciencesMulti-speaker Speech Recognition +13