孙立峰

2026

多媒体智能理解与生成专题前言

《软件学报》

DOI

2026

Perception-Aware Frame Display Scheduling for Low-Latency Cloud Gaming

DOI

2026

Toward Robust Low-Latency Live Streaming: Measurement, Prediction, and Rate Adaptation Under Uncertainty

IEEE Transactions on Mobile Computing

DOI

2026

MA-HTO: Heterogeneous Task Offloading and Load Balancing in MEC Network

International Conference on Communications

DOI

2026

HGS: Head-of-Queue Slack-Aware Generation Scheduling for Generative Real-Time Interaction Systems

Proceedings - International Conference on Image Processing

DOI

2025

InkeMPL: Diving into the System Design of Mobile Personal Livestreaming

DOI

2025

Beyond Interpretability: Exploring the Comprehensibility of Adaptive Video Streaming through Large Language Models

ACM International Conference on Multimedia (ACM MM)

DOI

2025

Towards User-level QoE: Large-scale Practice in Personalized Optimization of Adaptive Video Streaming

ACM SIGCOMM Conference (SIGCOMM)

DOI

2024

Incentive Mechanism for Resource Trading in Video Analytic Services Using Reinforcement Learning

IEEE Transactions on Services Computing

DOI

2024

Dancing with Shackles, Meet the Challenge of Industrial Adaptive Streaming via Offline Reinforcement Learning

DOI

2024

Meet Challenges of RTT Jitter, A Hybrid Internet Congestion Control Algorithm

ACM Web Conference (WWW)

DOI

2024

Preface to the Special Issue on Multimodal Collaborative Perception and Fusion Technology

International Journal of Software and Informatics

DOI

2023

Optimizing Adaptive Video Streaming with Human Feedback

ACM International Conference on Multimedia (ACM MM)

DOI

2023

Concerto: Client-server Orchestration for Real-Time Video Analytics

ACM International Conference on Multimedia (ACM MM)

DOI

2023

RDladder: Resolution-Duration Ladder for VBR-encoded Videos via Imitation Learning

DOI

2023

Owl: A Pre-and Post-processing Framework for Video Analytics in Low-light Surroundings

DOI

2023

Practical Cloud-Edge Scheduling for Large-Scale Crowdsourced Live Streaming

IEEE Transactions on Parallel and Distributed Systems

DOI

2022

Distance-aware Multi-Agent Reinforcement Learning for Task Offloading in MEC Network

DOI

2022

AggCast: Practical Cost-effective Scheduling for Large-scale Cloud-edge Crowdsourced Live Streaming

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Learned Internet Congestion Control for Short Video Uploading

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Learning Tailored Adaptive Bitrate Algorithms to Heterogeneous Network Conditions: A Domain-Specific Priors and Meta-Reinforcement Learning Approach

IEEE Journal on Selected Areas in Communications

DOI

2022

ZiXia: A Reinforcement Learning Approach via Adjusted Ranking Reward for Internet Congestion Control

International Conference on Communications

DOI

2021

A Spherical Mixture Model Approach for 360 Video Virtual Cinematography

Proceedings - International Conference on Image Processing

DOI

2021

PAAS

DOI

2021

Zwei: A Self-Play Reinforcement Learning Framework for Video Transmission Services

IEEE Transactions on Multimedia

DOI

2021

Intelligent Edge Learning for Personalized Crowdsourced Livecast: Challenges, Opportunities, and Solutions

IEEE Network

DOI

2020

A Long -Short-Term Fusion Approach for Video Cache

Globecom

DOI

2020

Deepmpc: A Mixture Abr Approach Via Deep Learning And Mpc

Proceedings - International Conference on Image Processing

DOI

2020

Optimized bitrate ladders for adaptive video streaming with deep reinforcement learning

DOI

2020

Intelligent Video Caching at Network Edge: A Multi-Agent Deep Reinforcement Learning Approach

DOI

2020

Stick: A Harmonious Fusion of Buffer-based and Learning-based Approach for Adaptive Streaming

DOI

2020

Look Ahead at the First-mile in Livecast with Crowdsourced Highlight Prediction

DOI

2020

A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2020

Quality-Aware Neural Adaptive Video Streaming With Lifelong Imitation Learning

IEEE Journal on Selected Areas in Communications

DOI

2020

A Practical Learning-based Approach for Viewer Scheduling in the Crowdsourced Live Streaming

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2020

DeepCast: Towards Personalized QoE for Edge-Assisted Crowdcast With Deep Reinforcement Learning

IEEE/ACM Transactions on Networking

DOI

2020

Incentivizing Mobile Video Users With Data Sponsoring and Edge Caching

IEEE Access

DOI

2019

Generalizing Rate Control Strategies for Realtime Video Streaming via Learning from Deep Learning

ACM Multimedia Asia (MMAsia)

DOI

2019

Livesmart

ACM International Conference on Multimedia (ACM MM)

DOI

2019

Tiyuntsong: A Self-Play Reinforcement Learning Approach for ABR Video Streaming

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2019

Towards QoS-Aware Cloud Live Transcoding: A Deep Reinforcement Learning Approach

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2019

Enhancing the crowdsourced live streaming

DOI

2019

Towards Low Latency Multi-viewpoint 360° Interactive Video: A Multimodal Deep Reinforcement Learning Approach

DOI

2019

Toward Edge-Assisted Video Content Intelligent Caching With Long Short-Term Memory Learning

IEEE Access

DOI

2018

Location Dependent Pricing in Edge Caching Market with Non-Uniform Popularity

International Conference on Communications

DOI

2018

Who Is Earning? Understanding and Modeling the Virtual Gifts Behavior of Users in Live Streaming Economy

IEEE Conference on Multimedia Information Processing and Retrieval (MIPR)

DOI

2018

Optimizing Personalized Interaction Experience in Crowd-Interactive Livecast

ACM International Conference on Multimedia (ACM MM)

DOI

2018

Multi-Dimensional Auction Mechanisms for Crowdsourced Mobile Video Streaming

IEEE/ACM Transactions on Networking

DOI

2018

Content Harvest Network: Optimizing First Mile for Crowdsourced Live Streaming

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2018

Competitive Analysis of Data Sponsoring and Edge Caching for Mobile Video Streaming

DOI

2018

Delay-Constrained Rate Control for Real-Time Video Streaming with Bounded Neural Network

DOI

2018

Toward Smart and Cooperative Edge Caching for 5G Networks: A Deep Learning Based Approach

IEEE/ACM International Symposium on Quality of Service (IWQoS)

DOI

2018

Joint Sponsor Scheduling in Cellular and Edge Caching Networks for Mobile Video Delivery

IEEE Transactions on Multimedia

DOI

2018

Multi-User Cooperative Mobile Video Streaming: Performance Analysis and Online Mechanism Design

IEEE Transactions on Mobile Computing

DOI

2017

SAM: Cache space allocation in collaborative edge-caching network

International Conference on Communications

DOI

2017

How to Promote TV Series? Evaluating Actors' Behavior on Social Media

IEEE International Conference on Multimedia Big Data

DOI

2017

Joint Request Balancing and Content Aggregation in Crowdsourced CDN

IEEE International Conference on Distributed Computing Systems (ICDCS)

DOI

2017

Characterizing User Behaviors in Mobile Personal Livecast

DOI

2017

When Data Sponsoring Meets Edge Caching: A Game-Theoretic Analysis

Globecom

DOI

2017

First Mile in Crowdsourced Live Streaming

DOI

2017

CP-operated dash caching via reinforcement learning

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2017

Seeker

DOI

2017

MUSA: Wi-Fi AP-assisted video prefetching via Tensor Learning

IEEE/ACM International Symposium on Quality of Service (IWQoS)

DOI

2017

MOMD: A multi-object multi-dimensional auction for crowdsourced mobile video streaming

DOI

2017

Optimizations and Economics of Crowdsourced Mobile Streaming

IEEE Communications Magazine

DOI

2017

Toward Wi-Fi AP-Assisted Content Prefetching for an On-Demand TV Series: A Learning-Based Approach

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2017

Beyond 1 Million Nodes: A Crowdsourced Video Content Delivery Network

IEEE Multimedia

DOI

2016

Learning-based quality assessment of retargeted stereoscopic images

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2016

Edge Video CDN: A Wi-Fi Content Hotspot Solution

Journal of Computer Science and Technology

DOI

2016

Understanding the Power of Smartrouter-Based Peer CDN for Video Streaming

International Conference on Computer Communication and Networks (ICCCN)

DOI

2016

Dynamic Strategies for Flow Scheduling in Multihoming Video CDNs

Lecture notes in computer science

DOI

2016

Understanding content placement strategies in smartrouter-based peer video CDN

International Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV)

DOI

2016

Understanding Performance of Edge Prefetching

Lecture notes in computer science

DOI

2016

Social-Aware Video Recommendation for Online Social Groups

IEEE Transactions on Multimedia

DOI

2016

Joint Optimization of Data Sponsoring and Edge Caching for Mobile Video Delivery

Globecom

DOI

2016

Towards Network-Failure-Tolerant Web Content Delivery: A Path-Aware Peer-Assisted Approach

Globecom

DOI

2016

A multi-dimensional auction mechanism for mobile crowdsourced video streaming

International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)

DOI

2016

Performance bound analysis for crowdsourced mobile video streaming

DOI

2016

Characterizing TCP Performance for Chunk Delivery in DASH

Lecture notes in computer science

DOI

2015

Real-time high resolution 2D-plus-depth video generation using time-of-flight sensor

International Conference on Internet Multimedia Computing and Service

DOI

2015

A metric of stereoscopic image retargeting quality assessment

IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP)

DOI

2015

A retargeting method for stereoscopic 3D video

Computational Visual Media

DOI

2015

A Survey of Cloudlet Based Mobile Computing

DOI

2015

QOEYE

ACM International Conference on Multimedia (ACM MM)

DOI

2015

Path-aware peer-assisted web content delivery against network failures

DOI

2015

Characterizing viewing engagement patterns in DASH

IEEE International Conference on Multimedia & Expo Workshops (ICMEW)

DOI

2015

A Joint Online Transcoding and Delivery Approach for Dynamic Adaptive Streaming

IEEE Transactions on Multimedia

DOI

2014

Cross-Scale Cost Aggregation for Stereo Matching

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2014

Insights into local stereo matching: Evaluation of disparity refinement approaches

IEEE International Conference on Information and Automation (ICIA)

DOI

2014

High-resolution 3D reconstruction for complex color scenes with structured light

IEEE International Conference on Multimedia and Expo workshops

DOI

2014

Real-time cloud-based 3D reconstruction and interaction with a stereo smartphone

ACM Multimedia Systems Conference (MMSys)

DOI

2014

CPCDN: Content Delivery Powered by Context and User Intelligence

IEEE Transactions on Multimedia

DOI

2014

Joint online transcoding and geo-distributed delivery for dynamic adaptive streaming

DOI

2014

Enhancing Internet-Scale Video Service Deployment Using Microblog-Based Prediction

IEEE Transactions on Parallel and Distributed Systems

DOI

2013

Comparisons reducing for local stereo matching using hierarchical structure

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2013

Disparity-Constrained Resolution Adaptation for Stereoscopic Images

Lecture notes in computer science

DOI

2013

Group TV

ACM International Conference on Multimedia (ACM MM)

DOI

2013

Propagation-based social-aware multimedia content distribution

ACM Transactions on Multimedia Computing Communications and Applications

DOI

2012

Peer-Assisted Social Media Streaming with Social Reciprocity

IEEE Transactions on Network and Service Management

DOI

2012

Joint Example-Based Depth Map Super-Resolution

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2012

Guiding internet-scale video service deployment using microblog-based prediction

IEEE Conference on Computer Communications (INFOCOM)

DOI

2012

Joint Social and Content Recommendation for User-Generated Videos in Online Social Network

IEEE Transactions on Multimedia

DOI

2012

Cloud-based social application deployment using local processing and global distribution

ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT)

DOI

2012

Propagation-based social-aware replication for social video contents

ACM International Conference on Multimedia (ACM MM)

DOI

2012

Group Recommendation Using External Followee for Social TV

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2012

Strategies of collaboration in multi-swarm peer-to-peer content distribution

Tsinghua Science & Technology

DOI

2011

Fast frame-rate up-conversion of depth video via video coding

ACM International Conference on Multimedia (ACM MM)

DOI

2011

A Matrix-Based Approach to Unsupervised Human Action Categorization

IEEE Transactions on Multimedia

DOI

2011

Virtual support window for adaptive-weight stereo matching

Visual Communications and Image Processing

DOI

2011

Analyzing Image Deblurring Through Three Paradigms

IEEE Transactions on Image Processing

DOI

2011

A selective transport framework for delivery MVC video over MPEG-2 TS

IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)

DOI

2011

Prefetching strategy in peer-assisted social video streaming

ACM International Conference on Multimedia (ACM MM)

DOI

2010

A novel upsampling scheme for depth map compression in 3DTV system

Picture Coding Symposium

DOI

2010

Hierarchical visual event pattern mining and its applications

Data Mining and Knowledge Discovery

DOI

2010

Strategies of Collaboration in Multi-Channel P2P VoD Streaming

IEEE Global Telecommunications Conference (GLOBECOM)

DOI

2010

A Wireless Video Transmission Scheme Based on MAC-independent Opportunistic Routing & Encoding Protocol

International Journal of Information Technology and Computer Science

DOI

2010

Strategies of buffering schedule in P2P VoD streaming

IEEE International Workshop on Multimedia Signal Processing (MMSP)

DOI

2010

Overcoming view switching dynamic in multi-view video streaming over P2P network

3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video

DOI

2009

High-quality non-blind motion deblurring

Proceedings - International Conference on Image Processing

DOI

2009

Frame-level heuristic scheduling Multi-view Video Coding on symmetric multi-core architecture

Proceedings - International Conference on Image Processing

DOI

2009

Auto-cut for web images

ACM International Conference on Multimedia (ACM MM)

DOI

2009

Background subtraction in dynamic scenes with adaptive spatial fusing

IEEE International Workshop on Multimedia Signal Processing (MMSP)

DOI

2009

Adaptive mixture observation models for multiple object tracking

Science in China Series F Information Sciences

DOI

2009

Adaptive data-driven parallelization of multi-view video coding on multi-core processor

Science in China Series F Information Sciences

DOI

2009

Adaptive Server Bandwidth Allocation for Multi-channel P2P Live Streaming

Lecture notes in computer science

DOI

2009

A Virtual MIMO Transmission Scheme in Wireless Video Sensor Network

International Symposium on Computer Network and Multimedia Technology

DOI

2009

A Framework for Heuristic Scheduling for Parallel Processing on Multicore Architecture: A Case Study With Multiview Video Coding

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2009

iGridMedia: The system to provide low delay peer-to-peer live streaming service over internet

Peer-to-Peer Networking and Applications

DOI

2009

Delay-guaranteed interactive multiview video streaming

IEEE International Symposium on Circuits and Systems proceedings

DOI

2009

Overlay collaboration towards reduced bandwidth costs in multi-view streaming

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2008

Optimizing the Throughput of Data-Driven Peer-to-Peer Streaming

IEEE Transactions on Parallel and Distributed Systems

DOI

2008

Highlight detection in soccer video using web-casting text

IEEE Workshop on Multimedia Signal Processing (MMSP)

DOI

2008

Free-Shaped Video Collage

Springer eBooks

DOI

2008

Analysis of Human Actions for Video Indexing

Lecture notes in computer science

DOI

2008

CCL-SVC: Optimizing user experience of broadcasting video on computation capability limited handheld devices

IEEE Workshop on Multimedia Signal Processing (MMSP)

DOI

2008

iGridMedia: Providing Delay-Guaranteed Peer-to-Peer Live Streaming Service on Internet

IEEE Global Telecommunications Conference (GLOBECOM)

DOI

2008

Supporting Live Video on Ad Hoc Wireless Networks: Unbalanced Multiple Description Coding, Single Path Transport and Recursive Error Concealment

Proceedings

DOI

2008

Load Sharing Based on PSO Algorithm for Isolated Distributed Stream Servers

International Conference on Communications

DOI

2007

Consistent-Quality Distributed Video Coding Framework

Springer eBooks

DOI

2007

Scalable Video Stream Transmissions Strategy with Subflow Divisions over Multistandard Integrated Networks

International Conference on Communications and Networking in China (ChinaCom)

DOI

2007

A Three-Level Scheme for Real-Time Ball Tracking

Springer eBooks

DOI

2007

A Novel Event-Oriented Segment-of-Interest Discovery Method for Surveillance Video

DOI

2007

A Sequential Monte Carlo Approach to Anomaly Detection in Tracking Visual Events

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2007

Generation of Layered Depth Images from Multi-View Video

Proceedings - International Conference on Image Processing

DOI

2007

A multi-view video coding approach using Layered Depth Image

IEEE Workshop on Multimedia Signal Processing (MMSP)

DOI

2007

Spatial and Temporal Data Parallelization of Multi-view Video Encoding Algorithm

IEEE Workshop on Multimedia Signal Processing (MMSP)

DOI

2007

Understanding the Power of Pull-Based Streaming Protocol: Can We Do Better?

IEEE Journal on Selected Areas in Communications

DOI

2007

Joint Error Concealment and Error Recovery for Consecutive Frame Losses under the Unbalanced Multiple Description Coding Architecture

DOI

2007

Power-Rate-Distortion Optimization for Multi-Source Video Streaming under Energy Constraints over Ad Hoc Networks

IEEE Workshop on Multimedia Signal Processing (MMSP)

DOI

2007

An Optimal Bit Rate Allocation Algorithm for the Intra-Frame FGS Video Coding

Dianzi xuebao

2006

Fast Arc Detection Algorithm for Play Field Registration in Soccer Video Mining

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2006

Mid-Level Descriptors Extraction of Soccer Video with Domain Knowledge

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2006

Scenario-Adaptive Rate Allocation for Multi-Source Video Streaming over Ad Hoc Networks

DOI

2006

Energy-Efficient Cross-Layer Rate Allocation for Multi-Source Streaming over Ad Hoc Networks

DOI

2006

Enhancements of Representation and Interactivity for Multi-view Video Based on Layered Depth Image

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2006

A Novel Spatial-Temporal Position Prediction Motion-Compensated Interpolation for Frame Rate Up-Conversion

Lecture notes in computer science

DOI

2006

On Deployment Of Overlay Network For Live Video Streaming

IEEE International Symposium on Circuits and Systems proceedings

DOI

2006

Bit Rate Reduction of H.264/AVC Video Coding for Mobile Applications

International Multimedia Modelling Conference (MMM)

DOI

2006

Flexible Video Coding Scheme for Content-based Video Storage and Retrieval

International Multimedia Modelling Conference (MMM)

DOI

2006

A Novel Distributed and Practical Incentive Mechanism for Peer to Peer Live Video Streaming

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2006

A novel unbalanced multiple description coder for robust video transmission over ad hoc wireless networks

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2006

Characterizing User Behavior to Improve Quality of Streaming Service over P2P Networks

Lecture notes in computer science

DOI

2006

Improving Quality of Live Streaming Service over P2P Networks with User Behavior Model

Lecture notes in computer science

DOI

2006

TPOD: A Trust-Based Incentive Mechanism for Peer-to-Peer Live Broadcasting

Lecture notes in computer science

DOI

2006

A Novel Video Coding Framework by Perceptual Representation and Macroblock-Based Matching Pursuit Algorithm

Lecture notes in computer science

DOI

2006

Video QoS Monitoring and Control Framework over Mobile and IP Networks

Lecture notes in computer science

DOI

2006

Optimization of System Performance for DVC Applications with Energy Constraints over Ad Hoc Networks

Lecture notes in computer science

DOI

2005

Joint Inter and Intra Shot Modeling for Spectral Video Shot Clustering

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2005

All-zero block detection for H.264 intra prediction

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2005

Position prediction motion-compensated interpolation for frame rate up-conversion using temporal modeling

Proceedings - International Conference on Image Processing

DOI

2005

Adaptive Distributed Video Coding for Video Applications in Ad-Hoc Networks

Lecture notes in computer science

DOI

2004

Optimal Rate Allocation Algorithm for Multiple Source Video Streaming

Tsinghua Science and Technology

2004

Improving the stability of spanning trees for application-layer multicast

IEEE International Symposium on Computers and Communications (ISCC)

DOI

2004

Fine granular scalable coding-based multiple source video streaming

Journal of Tsinghua University(Science and Technology)

2003

Awareness-driven media stream transmitting framework of virtual tele-conferencing

DOI

2003

Natural interaction synthesizing in virtual teleconferencing

Proceedings - International Conference on Image Processing

DOI

2003

Building collaborative workshop of metasynthetic engineering based on virtual conferencing space

Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE

DOI

2014

Binary Stereo Matching

arXiv (Cornell University)

DOI

2012

Social Media Recommendation

Computer communications and networks

DOI