Ziheng Wang

发表

Regression with Support Vector Machines and VGG Neural Networks

Chang Liu, Ziheng Wang, Su Wu, 2019, AMLTA.

Capturing Global Semantic Relationships for Facial Action Unit Recognition

Qiang Ji, Yongqiang Li, Ziheng Wang, 2013, 2013 IEEE International Conference on Computer Vision.

Transferrable Operative Difficulty Assessment in Robot-assisted Teleoperation: A Domain Adaptation Approach pdf

Ziheng Wang, Jie Zhang, Cong Feng, 2019, ArXiv.

Disentangled Representations of Cellular Identity

Ziheng Wang, Richard Sherwood, David Gifford, 2019, RECOMB.

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

Chenming Zhu, Kai Xiao, Shaozhi Wu, 2019, 2019 IEEE 19th International Conference on Software Quality, Reliability and Security Companion (QRS-C).

A Comparative Human-Centric Analysis of Virtual Reality and Dry Lab Training Tasks on the da Vinci Surgical Platform

Robert V. Rege, Ann Majewicz Fey, Ziheng Wang, 2019, J. Medical Robotics Res..

Classifier learning with hidden information

Qiang Ji, Ziheng Wang, Q. Ji, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Compiling Halide Programs to Push-Memory Accelerators pdf

Mark Horowitz, Ziheng Wang, Priyanka Raina, 2021, ArXiv.

A sparse iteration space transformation framework for sparse tensor algebra

Shoaib Kamil, Ziheng Wang, Changwan Hong, 2020, Proc. ACM Program. Lang..

Structured Pruning of Large Language Models pdf

Ziheng Wang, Tao Lei, Jeremy Wohlwend, 2019, EMNLP.

SparseRT: Accelerating Unstructured Sparsity on GPUs for Deep Learning Inference

Ziheng Wang, Ziheng Wang, 2020, PACT.

SparseDNN: Fast Sparse Deep Learning Inference on CPUs pdf

Ziheng Wang, Ziheng Wang, 2021, ArXiv.

Deep learning with convolutional neural network for objective skill evaluation in robot-assisted surgery

Ziheng Wang, Ann Majewicz Fey, Ziheng Wang, 2018, International Journal of Computer Assisted Radiology and Surgery.

Capturing Complex Spatio-temporal Relations among Facial Muscles for Facial Expression Recognition

Qiang Ji, Ziheng Wang, Shangfei Wang, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.

Cross-subject workload classification with a hierarchical Bayes model

Qiang Ji, Ziheng Wang, Wayne D. Gray, 2012, NeuroImage.

An EEG workload classifier for multiple subjects

Qiang Ji, Ziheng Wang, Wayne D. Gray, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Workload Classification Across Subjects Using EEG

Qiang Ji, Ziheng Wang, Wayne D. Gray, 2011 .

Dental Age Estimation: A Machine Learning Perspective

Aboul Ella Hassanien, Jian Wang, Kai Xiao, 2019, AMLTA.

Multiple Emotion Tagging for Multimedia Data by Exploiting High-Order Dependencies Among Emotions

Jun Wang, Qiang Ji, Ziheng Wang, 2015, IEEE Transactions on Multimedia.

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

Yuning Jiang, T. Ge, Ziheng Wang, 2023, arXiv.org.

Investigating the integrate and fire model as the limit of a random discharge model: a stochastic analysis perspective

Jian‐Guo Liu, Ziheng Wang, Zhennan Zhou, 2020, Mathematical Neuroscience and Applications.

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

Jian‐Guo Liu, Ziheng Wang, Zhennan Zhou, 2020, SIAM J. Math. Anal..

Human-centric predictive model of task difficulty for human-in-the-loop control tasks

Ziheng Wang, Ann Majewicz Fey, Ziheng Wang, 2018, PloS one.

Modeling Temporal Interactions with Interval Temporal Bayesian Networks for Complex Activity Recognition

Qiang Ji, Yifan Zhang, Ziheng Wang, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A Hierarchical Probabilistic Model for Facial Feature Detection

Qiang Ji, Ziheng Wang, Yue Wu, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

A generative restricted Boltzmann machine based method for high-dimensional motion data modeling

Qiang Ji, Ziheng Wang, Siqi Nie, 2015, Comput. Vis. Image Underst..

Toward Intuitive Teleoperation in Surgery: Human-Centric Evaluation of Teleoperation Algorithms for Robotic Needle Steering

Ziheng Wang, Ann Majewicz Fey, Isabella Reed, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Accelerated CNN Training through Gradient Approximation

Ziheng Wang, Sree Harsha Nelaturu, Ziheng Wang, 2019, 2019 2nd Workshop on Energy Efficient Machine Learning and Cognitive Computing for Embedded Applications (EMC2).

Adaptive Traffic Signal Control Model on Intersections Based on Deep Reinforcement Learning

Jianping Wu, Ziheng Wang, Ming Xu, 2020 .

Automatic Optimization of Sparse Tensor Algebra Programs

Ziheng Wang, S. Amarasinghe, 2020 .

SATR-DL: Improving Surgical Skill Assessment And Task Recognition In Robot-Assisted Surgery With Deep Neural Networks

Ziheng Wang, Ann Majewicz Fey, Ziheng Wang, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Effective Random Test Generation for Deep Learning Compilers

Yingfei Xiong, Ziheng Wang, Li Zhang, 2023, arXiv.org.

Uncertainty-Aware Self-Supervised Learning for Cross-Domain Technical Skill Assessment in Robot-Assisted Surgery

A. Menciassi, Ziheng Wang, E. De Momi, 2023, IEEE Transactions on Medical Robotics and Bionics.

A Machine Learning Approach for Detecting Vicarious Trial and Error Behaviors

S. Mizumori, Ziheng Wang, D. Gire, 2021, bioRxiv.

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

Justin A. Sirignano, Ziheng Wang, 2022, Mathematical Finance.

Reliable Automatic Organ Segmentation from CT Images using Deep CNN

Kai Xiao, Shaozhi Wu, Chang Liu, 2019, 2019 IEEE 19th International Conference on Software Quality, Reliability and Security Companion (QRS-C).

Regression Task on Big Data with Convolutional Neural Network

Chang Liu, Ziheng Wang, Su Wu, 2019, AMLTA.