Ziheng Jiang

Orcid: 0000-0002-6392-6615

According to our database1, Ziheng Jiang authored at least 32 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion.
CoRR, 2024

MegaScale: Scaling Large Language Model Training to More Than 10, 000 GPUs.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Towards Automated Chinese Ancient Character Restoration: A Diffusion-Based Method with a New Dataset.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
High Accuracy Near-Field Electromagnetic Emission Identification System Using Characteristics Recognition and Image Localization.
IEEE Trans. Instrum. Meas., 2023

Relax: Composable Abstractions for End-to-End Dynamic Machine Learning.
CoRR, 2023

EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022
DietCode: Automatic Optimization for Dynamic Tensor Programs.
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

Federated Remote Physiological Measurement with Imperfect Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement.
CoRR, 2021

Automated Backend-Aware Post-Training Quantization.
CoRR, 2021

Characterizing Structural Regularities of Labeled Data in Overparameterized Models.
Proceedings of the 38th International Conference on Machine Learning, 2021

MetaPhys: few-shot adaptation for non-contact physiological measurement.
Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021

2020
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement.
CoRR, 2020

Exploring the Memorization-Generalization Continuum in Deep Learning.
CoRR, 2020

2019
A Hardware-Software Blueprint for Flexible Deep Learning Specialization.
IEEE Micro, 2019

Relay: A High-Level IR for Deep Learning.
CoRR, 2019

Just-in-Time Dynamic-Batching.
CoRR, 2019

2018
VTA: An Open Hardware-Software Stack for Deep Learning.
CoRR, 2018

TVM: End-to-End Optimization Stack for Deep Learning.
CoRR, 2018

A Path-constrained Framework for Discriminating Substitutable and Complementary Products in E-commerce.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Multi-Dimensional Network Embedding with Hierarchical Structure.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

TVM: An Automated End-to-End Optimizing Compiler for Deep Learning.
Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Learning to Optimize Tensor Programs.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2015
Erratum to: Image Fusion by Hierarchical Joint Sparse Representation.
Cogn. Comput., 2015

2014
Image Fusion by Hierarchical Joint Sparse Representation.
Cogn. Comput., 2014

Locality-Constrained Low-Rank Coding for Image Classification.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Learning open-domain comparable entity graphs from user search queries.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Combining LVQ with SVM technique for image semantic annotation.
Neural Comput. Appl., 2012

Endless and Scalable Knowledge Table Extraction from Semi-structured Websites.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

2011
A study of block-global feature based supervised image annotation.
Proceedings of the IEEE International Conference on Systems, 2011

2010
Feature data optimization with LVQ technique in semantic image annotation.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010


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