Body landmarks and genetic algorithm-based approach for non-contact detection of head forward posture among Chinese adolescents: revitalizing machine learning in medicine.

[BibT_eX]

[DOI]

Guang Yang

Shichun He

BMC Medical Informatics Decis. Mak., December, 2023

Tolerance of Siamese Networks (SNs) to Memory Errors: Analysis and Design.

[BibT_eX]

[DOI]

IEEE Trans. Computers, April, 2023

Delta Sigma Modulator-Based Dividers for Accurate and Low Latency Stochastic Computing Systems.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

DPA Load Balancer: Load balancing for Data Parallel Actor-based systems.

[BibT_eX]

[DOI]

Ziheng Wang

Atem Aguer

Amir Ziai

CoRR, 2023

An Efficient Sparse Inference Software Accelerator for Transformer-based Language Models on CPUs.

[BibT_eX]

[DOI]

CoRR, 2023

Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Edit As You Wish: Video Description Editing with Multi-grained Commands.

[BibT_eX]

[DOI]

CoRR, 2023

Bringing Telepresence to Every Desk.

[BibT_eX]

[DOI]

CoRR, 2023

Automatic Detection of Out-of-body Frames in Surgical Videos for Privacy Protection Using Self-supervised Learning and Minimal Labels.

[BibT_eX]

[DOI]

CoRR, 2023

Effective Random Test Generation for Deep Learning Compilers.

[BibT_eX]

[DOI]

CoRR, 2023

WASAIUP: A Demand-driven Concolic Fuzzer for EOSIO Smart Contracts.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Feature-Embedding Triplet Networks with a Separately Constrained Loss Function.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Multiple Surgical Instruments Tracking-By-Prediction With Graph Hierarchy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Laser SLAM research for mobile energy storage and charging robots.

[BibT_eX]

[DOI]

Proceedings of the 28th Asia Pacific Conference on Communications, 2023

Movie101: A New Movie Understanding Benchmark.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

A Delta Sigma Modulator-Based Stochastic Divider.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Rigorous Justification of the Fokker-Planck Equations of Neural Networks Based on an Iteration Perspective.

[BibT_eX]

[DOI]

SIAM J. Math. Anal., 2022

A task allocation algorithm for a swarm of unmanned aerial vehicles based on bionic wolf pack method.

[BibT_eX]

[DOI]

Ziheng Wang

Jianlei Zhang

Knowl. Based Syst., 2022

A Forward Propagation Algorithm for Online Optimization of Nonlinear Stochastic Differential Equations.

[BibT_eX]

[DOI]

Ziheng Wang

Justin A. Sirignano

CoRR, 2022

Continuous-time stochastic gradient descent for optimizing over the stationary distribution of stochastic differential equations.

[BibT_eX]

[DOI]

Ziheng Wang

Justin A. Sirignano

CoRR, 2022

SMESwin Unet: Merging CNN and Transformer for Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

SA-DDQN: Self-Attention Mechanism Based DDQN for SFC Deployment in NFV/MEC-Enabled Networks.

[BibT_eX]

[DOI]

Ziheng Wang

Songtao Guo

Guiyan Liu

Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022

Assessment System for Imitative Ability for Children with Autism Spectrum Disorder Based on Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Applications - 15th International Conference, 2022

MovieUN: A Dataset for Movie Understanding and Narrating.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

FS-PPS: A Fermat's Spiral based Path Planning Scheme for Data Collection in UWSNs.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

2021

Global Convergence of the ODE Limit for Online Actor-Critic Algorithms in Reinforcement Learning.

[BibT_eX]

[DOI]

Ziheng Wang

Justin A. Sirignano

CoRR, 2021

Compiling Halide Programs to Push-Memory Accelerators.

[BibT_eX]

[DOI]

CoRR, 2021

SparseDNN: Fast Sparse Deep Learning Inference on CPUs.

[BibT_eX]

[DOI]

Ziheng Wang

CoRR, 2021

Analysis of the Multispectral and SAR Image.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021

2020

A sparse iteration space transformation framework for sparse tensor algebra.

[BibT_eX]

[DOI]

Proc. ACM Program. Lang., 2020

Rate of Entropy Production in Evolving Interfaces and Membranes under Astigmatic Kinematics: Shape Evolution in Geometric-Dissipation Landscapes.

[BibT_eX]

[DOI]

Ziheng Wang

Phillip Servio

Alejandro D. Rey

Entropy, 2020

Antibody complementarity determining region design using high-capacity machine learning.

[BibT_eX]

[DOI]

Bioinform., 2020

Structured Pruning of Large Language Models.

[BibT_eX]

[DOI]

Ziheng Wang

Jeremy Wohlwend

Tao Lei

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

SparseRT: Accelerating Unstructured Sparsity on GPUs for Deep Learning Inference.

[BibT_eX]

[DOI]

Ziheng Wang

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

Accelerated CNN Training Through Gradient Approximation.

[BibT_eX]

[DOI]

Ziheng Wang

Sree Harsha Nelaturu

CoRR, 2019

Disentangled Representations of Cellular Identity.

[BibT_eX]

[DOI]

Proceedings of the Research in Computational Molecular Biology, 2019

Automatical Segmentation of Pelvic Organs After Hysterectomy by using Dilated Convolution U-Net++.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Software Quality, 2019

Reliable Automatic Organ Segmentation from CT Images using Deep CNN.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Software Quality, 2019

Accelerated CNN Training through Gradient Approximation.

[BibT_eX]

[DOI]

Sree Harsha Nelaturu

Ziheng Wang

Saman P. Amarasinghe

Proceedings of the 2nd Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications, 2019

Regression with Support Vector Machines and VGG Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

The Regression of MNIST Dataset Based on Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

Dental Age Estimation: A Machine Learning Perspective.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

Regression Task on Big Data with Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

Multiple Query Point Based Collective Spatial Keyword Querying.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 15th International Conference, 2019

2018

Hete_MESE: Multi-Dimensional Community Detection Algorithm Based on Multiplex Network Extraction and Seed Expansion for Heterogeneous Information Networks.

[BibT_eX]

[DOI]

IEEE Access, 2018

CTSD: A Dataset for Traffic Sign Recognition in Complex Real-World Images.

[BibT_eX]

[DOI]

Yanting Zhang

Ziheng Wang