Zhi Wang

Orcid: 0000-0002-5462-6178

Affiliations:
  • Tsinghua University, Graduate School, Shenzhen, China


According to our database1, Zhi Wang authored at least 155 papers between 2007 and 2023.

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Bibliography

2023
Interference-Aware Mobile Backscatter Communication: A PHY-Assisted Rate Adaptive Approach.
IEEE Trans. Mob. Comput., December, 2023

A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach.
ACM Trans. Multim. Comput. Commun. Appl., November, 2023

A Survey on Temporal Sentence Grounding in Videos.
ACM Trans. Multim. Comput. Commun. Appl., 2023

Caching in Dynamic Environments: A Near-Optimal Online Learning Approach.
IEEE Trans. Multim., 2023

Towards Real-Time Video Caching at Edge Servers: A Cost-Aware Deep Q-Learning Solution.
IEEE Trans. Multim., 2023

Edge Intelligence-Empowered Immersive Media.
IEEE Multim., 2023

DAGC: Data-Volume-Aware Adaptive Sparsification Gradient Compression for Distributed Machine Learning in Mobile Computing.
CoRR, 2023

Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models.
CoRR, 2023

TextIR: A Simple Framework for Text-based Editable Image Restoration.
CoRR, 2023

Searching Transferable Mixed-Precision Quantization Policy through Large Margin Regularization.
CoRR, 2023

Breaking Filter Bubble: A Reinforcement Learning Framework of Controllable Recommender System.
Proceedings of the ACM Web Conference 2023, 2023

JAVP: Joint-Aware Video Processing with Edge-Cloud Collaboration for DNN Inference.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

SEAM: Searching Transferable Mixed-Precision Quantization Policy through Large Margin Regularization.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

One-stage Low-resolution Text Recognition with High-resolution Knowledge Transfer.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

DAGC: Data-Aware Adaptive Gradient Compression.
Proceedings of the IEEE INFOCOM 2023, 2023

Dynamic Edge Caching via Online Meta-RL.
Proceedings of the International Joint Conference on Neural Networks, 2023

Collaborative Edge Caching: a Meta Reinforcement Learning Approach with Edge Sampling.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Unsupervised Anomaly Detection with Local-Sensitive VQVAE and Global-Sensitive Transformers.
Proceedings of the IEEE International Conference on Image Processing, 2023

Curriculum Multi-Negative Augmentation for Debiased Video Grounding.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Active Gradual Domain Adaptation: Dataset and Approach.
IEEE Trans. Multim., 2022

CDFKD-MFS: Collaborative Data-Free Knowledge Distillation via Multi-Level Feature Sharing.
IEEE Trans. Multim., 2022

Fully Self-Supervised Learning for Semantic Segmentation.
CoRR, 2022

Toward a Systematic Survey for Carbon Neutral Data Centers.
IEEE Commun. Surv. Tutorials, 2022

Understanding 5G performance for real-world services: a content provider's perspective.
Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

AdaConfigure: Reinforcement Learning-Based Adaptive Configuration for Video Analytics Services.
Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Batch Adaptative Streaming for Video Analytics.
Proceedings of the IEEE INFOCOM 2022, 2022

Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach.
Proceedings of the IEEE INFOCOM 2022, 2022

Maxim: DRL-Based Cross-Camera Streaming Configuration for Real-Time Video Analytics.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Improved DC Estimation for JPEG Compression Via Convex Relaxation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Mixed-Precision Neural Network Quantization via Learned Layer-Wise Importance.
Proceedings of the Computer Vision - ECCV 2022, 2022

Online Continual Adaptation with Active Self-Training.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Adaptive Compression for Online Computer Vision: An Edge Reinforcement Learning Approach.
ACM Trans. Multim. Comput. Commun. Appl., 2021

TCLiVi: Transmission Control in Live Video Streaming Based on Deep Reinforcement Learning.
IEEE Trans. Multim., 2021

Unsupervised text-to-image synthesis.
Pattern Recognit., 2021

Multi-UAV-Enabled Mobile-Edge Computing for Time-Constrained IoT Applications.
IEEE Internet Things J., 2021

Carbon Neutrality in Data Center.
CoRR, 2021

Multimedia Edge Computing.
CoRR, 2021

Joint Model and Data Adaptation for Cloud Inference Serving.
Proceedings of the 42nd IEEE Real-Time Systems Symposium, 2021

PAAS: a preference-aware deep reinforcement learning approach for 360° video streaming.
Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021

Towards cloud-edge collaborative online video analytics with fine-grained serverless pipelines.
Proceedings of the MMSys '21: 12th ACM Multimedia Systems Conference, Istanbul, Turkey, 28 September 2021, 2021

A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric.
Proceedings of the HUMA'21: Proceedings of the 2nd International Workshop on Human-centric Multimedia Analysis, 2021

Mix-order Attention Networks for Image Restoration.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Joint Cache Size Scaling and Replacement Adaptation for Small Content Providers.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

STSIR: A Spatial Temporal Pandemic Model with Mobility Data - A COVID-19 Study.
Proceedings of the International Joint Conference on Neural Networks, 2021

STG-Meta: Spatial-Temporal Graph Meta-Learning for Traffic Forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2021

An Adaptive Logarithm Quantization Method for DNN Compression.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

DRL-Based Collaborative Edge Content Replication with Popularity Distillation.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Model Compression via Collaborative Data-Free Knowledge Distillation for Edge Intelligence.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

A Spherical Mixture Model Approach for 360 Video Virtual Cinematography.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Unmanned Aircraft System Aided Adaptive Video Streaming: A Joint Optimization Approach.
IEEE Trans. Multim., 2020

STSIR: Spatial Temporal Pandemic Model with Mobility Data.
CoRR, 2020

A dataset for exploring gaze behaviors in text summarization.
Proceedings of the 11th ACM Multimedia Systems Conference, 2020

Personalized Text Summarization Based on Gaze Patterns.
Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Look Ahead at the First-mile in Livecast with Crowdsourced Highlight Prediction.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Fine-Grained Garment Parsing: A Body Generation Approach.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019
Content Harvest Network: Optimizing First Mile for Crowdsourced Live Streaming.
IEEE Trans. Circuits Syst. Video Technol., 2019

AdaCompress: Adaptive Compression for Online Computer Vision Services.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Fine-grained Fitting Experience Prediction: A 3D-slicing Attention Approach.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Towards QoS-Aware Cloud Live Transcoding: A Deep Reinforcement Learning Approach.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

RT-ADI: Fast Real-Time Video Representation for Multi-view Human Fall Detection.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

2018
Online Social Media Content Delivery - A Data-Driven Approach
Springer Briefs in Computer Science, Springer, ISBN: 978-981-10-2773-4, 2018

Characterizing User Behaviors in Mobile Personal Livecast: Towards an Edge Computing-assisted Paradigm.
ACM Trans. Multim. Comput. Commun. Appl., 2018

Toward Wi-Fi AP-Assisted Content Prefetching for an On-Demand TV Series: A Learning-Based Approach.
IEEE Trans. Circuits Syst. Video Technol., 2018

Guess your size: A hybrid model for footwear size recommendation.
Adv. Eng. Informatics, 2018

Understanding Gaming Experience in Mobile Multiplayer Online Battle Arena Games.
Proceedings of the 28th ACM SIGMM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2018

Wireless Caching in Large-Scale Edge Access Points: A Local Distributed Approach.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

Optimizing Personalized Interaction Experience in Crowd-Interactive Livecast: A Cloud-Edge Approach.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

MobiRate: Mobility-Aware Rate Adaptation Using PHY Information for Backscatter Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

JALAD: Joint Accuracy-And Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Harnessing Smartphone Users' Contribution For Virtual Tour Construction.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Smartphone-Based Crowdsourcing for Panoramic Virtual Tour Construction.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Data-Driven Shoe Last Generation Based on Preference-Aware Gan.
Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Delay-Aware Upload Balancing Cross APs Based on User Relays.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

From Global to Local: A Context-Embedded LSTM Recurrent Network for Local Content Popularity Prediction.
Proceedings of the Artificial Intelligence and Mobile Services - AIMS 2018, 2018

2017
Exploring Viewer Gazing Patterns for Touch-Based Mobile Gamecasting.
IEEE Trans. Multim., 2017

Social-Aware Video Recommendation for Online Social Groups.
IEEE Trans. Multim., 2017

Cost-Effective Low-Delay Design for Multiparty Cloud Video Conferencing.
IEEE Trans. Multim., 2017

Propagation- and Mobility-Aware D2D Social Content Replication.
IEEE Trans. Mob. Comput., 2017

ACM TIST Special Issue on Data-Driven Intelligence for Wireless Networking.
ACM Trans. Intell. Syst. Technol., 2017

CrowdNavi: Demystifying Last Mile Navigation With Crowdsourced Driving Information.
IEEE Trans. Ind. Informatics, 2017

Understanding Performance of Edge Content Caching for Mobile Video Streaming.
IEEE J. Sel. Areas Commun., 2017

Beyond 1 Million Nodes: A Crowdsourced Video Content Delivery Network.
IEEE Multim., 2017

Towards Wi-Fi AP-Assisted Content Prefetching for On-Demand TV Series: A Reinforcement Learning Approach.
CoRR, 2017

WiFi Networks in Metropolises: From Access Point and User Perspectives.
IEEE Commun. Mag., 2017

Crowdsourced Road Navigation: Concept, Design, and Implementation.
IEEE Commun. Mag., 2017

An Exponential Time-Aware Recommendation Model for Mobile Notification Services.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Characterizing User Behaviors in Mobile Personal Livecast.
Proceedings of the 27th Workshop on Network and Operating Systems Support for Digital Audio and Video, 2017

A Dataset for Exploring User Behaviors in VR Spherical Video Streaming.
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017

Understanding Performance of Edge Prefetching.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

When Cloud Meets Uncertain Crowd: An Auction Approach for Crowdsourced Livecast Transcoding.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

First Mile in Crowdsourced Live Streaming: A Content Harvest Network Approach.
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

MUSA: Wi-Fi AP-assisted video prefetching via Tensor Learning.
Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Understanding viewing engagement and video quality in a large-scale mobile video system.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Beyond the touch: Interaction-aware mobile gamecasting with gazing pattern prediction.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

CP-operated dash caching via reinforcement learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

APRank: Joint mobility and preference-based mobile video prefetching.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Joint Request Balancing and Content Aggregation in Crowdsourced CDN.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Mining Urban WiFi QoS Factors: A Data Driven Approach.
Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

2016
Dispersing Instant Social Video Service Across Multiple Clouds.
IEEE Trans. Parallel Distributed Syst., 2016

Social-aware video delivery: challenges, approaches, and directions.
IEEE Netw., 2016

上下文信息对移动视频推送的影响分析 (Analysis on Impact of Context on Mobile Video Push Notification).
计算机科学, 2016

Edge Video CDN: A Wi-Fi Content Hotspot Solution.
J. Comput. Sci. Technol., 2016

Drone Streaming with Wi-Fi Grid Aggregation for Virtual Tour.
CoRR, 2016

Improving Crowdsourced Live Streaming with Aggregated Edge Networks.
CoRR, 2016

Social- and Mobility-Aware Device-to-Device Content Delivery.
CoRR, 2016

Dynamic Flow Scheduling Strategy in Multihoming Video CDNs.
CoRR, 2016

Understanding Content Placement Strategies in Smartrouter-based Peer CDN for Video Streaming.
CoRR, 2016

Understanding the Smartrouter-based Peer CDN for Video Streaming.
CoRR, 2016

A Measurement Study of TCP Performance for Chunk Delivery in DASH.
CoRR, 2016

Towards Network-Failure-Tolerant Content Delivery for Web Content.
CoRR, 2016

Dynamic Strategies for Flow Scheduling in Multihoming Video CDNs.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Characterizing TCP Performance for Chunk Delivery in DASH.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Understanding content placement strategies in smartrouter-based peer video CDN.
Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video, 2016

More is Better? Measurement of MPTCP Based Cellular Bandwidth Aggregation in the Wild.
Proceedings of the 13th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2016

Online influence maximization in non-stationary Social Networks.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

Navigating the last mile with crowdsourced driving information.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Understanding the Power of Smartrouter-Based Peer CDN for Video Streaming.
Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

User Mapping Strategies in Multi-Cloud Streaming: A Data-Driven Approach.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Crowdsourced Live Streaming over Aggregated Edge Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Towards Network-Failure-Tolerant Web Content Delivery: A Path-Aware Peer-Assisted Approach.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Enhancing Internet-Scale Video Service Deployment Using Microblog-Based Prediction.
IEEE Trans. Parallel Distributed Syst., 2015

CPCDN: Content Delivery Powered by Context and User Intelligence.
IEEE Trans. Multim., 2015

A Joint Online Transcoding and Delivery Approach for Dynamic Adaptive Streaming.
IEEE Trans. Multim., 2015

Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned From User Viewing Patterns.
IEEE Trans. Multim., 2015

Preface.
J. Comput. Sci. Technol., 2015

Multimedia Big Data Computing.
IEEE Multim., 2015

Power-Efficient Resource Utilization in Cellular Multimedia Multicast.
Proceedings of the 11th International Conference on Mobile Ad-hoc and Sensor Networks, 2015

MAP: Microblogging Assisted Profiling of TV Shows.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Path-aware peer-assisted web content delivery against network failures.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

WINET: Indoor white space network design.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Characterizing viewing engagement patterns in DASH.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Social media distribution: a data-driven approach.
Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

Cost-Effective Low-Delay Cloud Video Conferencing.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

Guyot: a hybrid learning- and model-based RTT predictive approach.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Responsive multipath TCP in SDN-based datacenters.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

A Survey of Cloudlet Based Mobile Computing.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

2014
Joint online transcoding and geo-distributed delivery for dynamic adaptive streaming.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Community based effective social video contents placement in cloud centric CDN network.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Cost optimal video transcoding in media cloud: Insights from user viewing pattern.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Characterizing cascade dynamics in a microblogging system.
Proceedings of the IEEE International Conference on Communications, 2014

2013
Social Media Recommendation.
Proceedings of the Social Media Retrieval, 2013

Propagation-based social-aware multimedia content distribution.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Two decades of internet video streaming: A retrospective view.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Peer-Assisted Social Media Streaming with Social Reciprocity.
IEEE Trans. Netw. Serv. Manag., 2013

Joint Social and Content Recommendation for User-Generated Videos in Online Social Network.
IEEE Trans. Multim., 2013

2012
Propagation-based social-aware replication for social video contents.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Guiding internet-scale video service deployment using microblog-based prediction.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Group Recommendation Using External Followee for Social TV.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Cloud-based social application deployment using local processing and global distribution.
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2012

2011
Prefetching strategy in peer-assisted social video streaming.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Peer-assisted online games with social reciprocity.
Proceedings of the 19th International Workshop on Quality of Service, 2011

2010
Strategies of buffering schedule in P2P VoD streaming.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Strategies of Collaboration in Multi-Channel P2P VoD Streaming.
Proceedings of the Global Communications Conference, 2010

2007
A Novel Event-Oriented Segment-of-Interest Discovery Method for Surveillance Video.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007


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