On the Opportunities and Risks of Foundation Models

Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, +109

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningAi FoundationAi Safety +18

UniGNN: a Unified Framework for Graph and Hypergraph Neural Networks

Jing Huang, Jie Yang

EngineeringMachine LearningNetwork AnalysisGraph Signal ProcessingUnignn Models +16

Deep Speaker Embedding Learning with Multi-level Pooling for Text-independent Speaker Verification

Yun Tang, Guohong Ding, Jing Huang, +2

Nist Sre 2016X-vector ModelDeep SpeakerEngineeringMachine Learning +9

A multilayer stacking method base on RFE-SHAP feature selection strategy for recognition of driver’s mental load and emotional state

Jing Huang, Peng Yang, Lin Hu

Expert Systems with Applications

Cognitive ScienceEngineeringPattern RecognitionEeg Signal ProcessingAffective Neuroscience +8

Cross-lingual Text-independent Speaker Verification Using Unsupervised Adversarial Discriminative Domain Adaptation

Wei Xia, Jing Huang, John H. L. Hansen

Dynamic DAG Scheduling on Multiprocessor Systems: Reliability, Energy, and Makespan

Jing Huang, Renfa Li, Xun Jiao, +2

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

EngineeringEnergy EfficiencyComputer ArchitectureDynamic Dag SchedulingSystems Engineering +14

Efficient Monocular Depth Estimation for Edge Devices in Internet of Things

Xiaohan Tu, Cheng Xu, Siping Liu, +4

IEEE Transactions on Industrial Informatics

EngineeringMachine LearningEdge DeviceComputational ComplexityDepth Map +18

Energy-Efficient Resource Utilization for Heterogeneous Embedded Computing Systems

Jing Huang, Renfa Li, Jiyao An, +3

IEEE Transactions on Computers

Heterogeneous ComputingEngineeringEnergy-efficient Resource UtilizationEnergy EfficiencyHardware Heterogeneity +17

A DVFS-Weakly Dependent Energy-Efficient Scheduling Approach for Deadline-Constrained Parallel Applications on Heterogeneous Systems

Jing Huang, Renfa Li, Jiyao An, +2

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Cluster ComputingHeterogeneous ComputingEngineeringRandom ParallelismEnergy Efficiency +24

Interspecific and Intraspecific Variation in Functional Traits of Subtropical Evergreen and Deciduous Broadleaved Mixed Forests in Karst Topography, Guilin, Southwest China

Yong Jiang, Xingbin Chen, Jiangming Ma, +4

Tropical Conservation Science

Leaf AreaBiodiversityEngineeringFunctional TraitsBotany +12