Yuan Zhang

Orcid: 0000-0002-1335-2780

Affiliations:
  • Communication University of China, Beijing, China
  • University of Göttingen, Germany (PhD 2015)


According to our database1, Yuan Zhang authored at least 53 papers between 2011 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
To Distill or Not to Distill: Toward Fast, Accurate, and Communication-Efficient Federated Distillation Learning.
IEEE Internet Things J., March, 2024

STOP: Joint send buffer and transmission control for user-perceived deadline guarantee via curriculum guided-deep reinforcement learning.
J. Netw. Comput. Appl., January, 2024

2023
Beyond OCR + VQA: Towards end-to-end reading and reasoning for robust and accurate textvqa.
Pattern Recognit., June, 2023

FV2ES: A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition Inference.
IEEE Trans. Broadcast., March, 2023

QoE-Oriented Mobile Virtual Reality Game in Distributed Edge Networks.
IEEE Trans. Multim., 2023

Latent-Domain Predictive Neural Speech Coding.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

LiveAE: Attention-based and Edge-assisted Viewport Prediction for Live 360° Video Streaming.
Proceedings of the 2023 Workshop on Emerging Multimedia Systems, 2023

CLAPS: Curriculum Learning-Based Adaptive Bitrate and Preloading for Short Video Streaming.
Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

DHP: A Joint Video Download and Dynamic Bitrate Adaptation Algorithm for Short Video Streaming.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

Lambda-Domain Rate Control for Neural Image Compression.
Proceedings of the ACM Multimedia Asia 2023, 2023

Filling in the Blank: Rationale-Augmented Prompt Tuning for TextVQA.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Real-Time Speech Enhancement with Dynamic Attention Span.
Proceedings of the IEEE International Conference on Acoustics, 2023

Disentangled Feature Learning for Real-Time Neural Speech Coding.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Time-Variance Aware Dynamic Kernel Generation for Real-Time Acoustic Echo Cancellation.
IEEE Signal Process. Lett., 2022

Reinforcement Learning based Low Delay Rate Control for HEVC Region of Interest Coding.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

TextBlock: Towards Scene Text Spotting without Fine-grained Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

DAM: Deep Reinforcement Learning based Preload Algorithm with Action Masking for Short Video Streaming.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Differentiating Losses in Wireless Networks: A Learning Approach.
Proceedings of the IEEE INFOCOM 2022, 2022

End-to-End Neural Speech Coding for Real-Time Communications.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
A Cost-Efficient Framework for Scene Text Detection in the Wild.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Beyond OCR + VQA: Involving OCR into the Flow for Robust and Accurate TextVQA.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

PIMNet: A Parallel, Iterative and Mimicking Network for Scene Text Recognition.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
Dynamic Component Placement and Request Scheduling for IoT Big Data Streaming.
IEEE Internet Things J., 2020

CTR Prediction Models Considering the Dynamics of User Interest.
IEEE Access, 2020

Neural Combinatorial Optimization for Energy-Efficient Offloading in Mobile Edge Computing.
IEEE Access, 2020

Dynamic Distributed Edge Resource Provisioning via Online Learning across Timescales.
Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

An Attention-based Deep Network for CTR Prediction.
Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

2019
Dynamic Service Placement for Virtual Reality Group Gaming on Mobile Edge Cloudlets.
IEEE J. Sel. Areas Commun., 2019

Deep Learning-based Short Video Recommendation and Prefetching for Mobile Commuting Users.
Proceedings of the ACM SIGCOMM 2019 Workshop on Networking for Emerging Applications and Technologies, 2019

A neural network approach to GOP-level rate control of x265 using Lookahead.
Proceedings of the Picture Coding Symposium, 2019

A Hybrid Control Scheme for Adaptive Live Streaming.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

A Joint Bitrate and Buffer Control Scheme for Low-Latency Live Streaming.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning, 2019

PororoGAN: An Improved Story Visualization Model on Pororo-SV Dataset.
Proceedings of the CSAI 2019: 2019 3rd International Conference on Computer Science and Artificial Intelligence, 2019

2018
DDoS Attacks Detection Using Machine Learning Algorithms.
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018

Neural Network Based Movie Rating Prediction.
Proceedings of the 2018 International Conference on Big Data and Computing, 2018

Design and Implementation of Network Monitoring and Scheduling Architecture Based on P4.
Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018

2017
Perceptual optimized adaptive HTTP streaming.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

A Perceptual Optimization Approach to Adaptive HTTP Streaming.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

Research on Sparse Problem of Personalized Recommendation System.
Proceedings of the Digital TV and Wireless Multimedia Communication, 2017

2016
GPU-accelerated abrupt shot boundary detection.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

Video coding optimization with visual-attention area extraction.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

Visual tracking with a cognitive observation model.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

Reservation-based resource scheduling and code partition in mobile cloud computing.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

2015
Dynamic Resource Scheduling in Cloud Data Center.
PhD thesis, 2015

A novel objective quality assessment method of 3D video.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Video object segmentation using depth and saliency map.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014
Fast mode decision for error resilient video coding.
Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Fine-grained multi-resource scheduling in cloud datacenters.
Proceedings of the 20th IEEE International Workshop on Local & Metropolitan Area Networks, 2014

Joint source-channel rate-distortion optimization with motion information sharing for H.264/AVC video-plus-depth coding.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Classification based fast mode decision for stereo video coding.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
SSIM-Based End-to-End Distortion Modeling for H.264 Video Coding.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

To offload or not to offload: An efficient code partition algorithm for mobile cloud computing.
Proceedings of the 1st IEEE International Conference on Cloud Networking, 2012

2011
Fast mode decision for H.264 video coding in packet loss environment.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011


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