DPatch: An Adversarial Patch Attack on Object Detectors

Xin Liu, Huanrui Yang, Ziwei Liu, +3

arXiv (Cornell University)

Modern Detector ArchitecturesBounding Box RegressionConvolutional Neural NetworkMachine VisionMachine Learning +11

Soteria: Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective

Jingwei Sun, Ang Li, Binghui Wang, +3

Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningPrivacy-preserving Techniques +16

Sticker: A 0.41-62.1 TOPS/W 8Bit Neural Network Processor with Multi-Sparsity Compatible Convolution Arrays and Online Tuning Acceleration for Fully Connected Layers

Zhe Yuan, Jinshan Yue, Huanrui Yang, +8

Sticker ChipElectrical EngineeringOnline Tuning AccelerationEngineeringMachine Learning +12

Q-Diffusion: Quantizing Diffusion Models

Xiuyu Li, Yijiang Liu, Long Lian, +5

Diffusion ModelsSpeech RecognitionMachine LearningData ScienceEngineering +13

Atomlayer

Ximing Qiao, Xiong Cao, Huanrui Yang, +2

EngineeringMachine LearningPipeline DesignHardware AccelerationHigh-performance Architecture +8

DPATCH: An Adversarial Patch Attack on Object Detectors.

Xin Liu, Huanrui Yang, Ziwei Liu, +3

National Conference on Artificial Intelligence

Machine VisionMachine LearningEngineeringPattern RecognitionObject Detection +5

Anticipating Stock Market of the Renowned Companies: A Knowledge Graph Approach

Yang Liu, Qingguo Zeng, Joaquín Ordieres‐Meré, +1

Complexity

EngineeringMachine LearningBusiness IntelligenceFeature ExtractionBusiness Analytics +24

TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations

Ang Li, Yixiao Duan, Huanrui Yang, +2

Artificial IntelligenceAdversary ClassifierAnonymized Intermediate RepresentationsPrivate AttributesMachine Learning +13

DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles

Huanrui Yang, Jingyang Zhang, Hongliang Dong, +6

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningInformation SecurityEnhanced Robust Generation +20

APOLLO: An Automated Power Modeling Framework for Runtime Power Introspection in High-Volume Commercial Microprocessors

Zhiyao Xie, Xiaoqing Xu, M. Walker, +7

EngineeringEnergy EfficiencyPower Optimization (Eda)Computer ArchitectureSystems Engineering +15