Wenwu Zhu

Affiliations:
  • Tsinghua University, Department of Computer Science, Beijing, China


According to our database1, Wenwu Zhu authored at least 459 papers between 1995 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2022, "For contributions to multimedia networking and network representation".

IEEE Fellow

IEEE Fellow 2010, "For contributions to video communications over the internet and wireless".

Timeline

Legend:

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Article 
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Online presence:

On csauthors.net:

Bibliography

2024
Editor-in-Chief Message.
IEEE Trans. Circuits Syst. Video Technol., February, 2024

Invariant Node Representation Learning under Distribution Shifts with Multiple Latent Environments.
ACM Trans. Inf. Syst., January, 2024

Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series.
CoRR, 2024

Retraining-free Model Quantization via One-Shot Weight-Coupling Learning.
CoRR, 2024

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

Long-term multivariate time series forecasting in data centers based on multi-factor separation evolutionary spatial-temporal graph neural networks.
Knowl. Based Syst., November, 2023

Disentangled Graph Contrastive Learning With Independence Promotion.
IEEE Trans. Knowl. Data Eng., August, 2023

OOD-GNN: Out-of-Distribution Generalized Graph Neural Network.
IEEE Trans. Knowl. Data Eng., July, 2023

Permutation-Equivariant and Proximity-Aware Graph Neural Networks With Stochastic Message Passing.
IEEE Trans. Knowl. Data Eng., June, 2023

Adversarial Attack Framework on Graph Embedding Models With Limited Knowledge.
IEEE Trans. Knowl. Data Eng., May, 2023

DeepLogic: Joint Learning of Neural Perception and Logical Reasoning.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs.
IEEE Trans. Knowl. Data Eng., March, 2023

Rethinking Embedded Unsupervised Feature Selection: A Simple Joint Approach.
IEEE Trans. Big Data, February, 2023

Continual Recognition with Adaptive Memory Update.
ACM Trans. Multim. Comput. Commun. Appl., 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

Disentangled Representation Learning for Recommendation.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

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

Grounding-Prompter: Prompting LLM with Multimodal Information for Temporal Sentence Grounding in Long Videos.
CoRR, 2023

LLM4VG: Large Language Models Evaluation for Video Grounding.
CoRR, 2023

VTimeLLM: Empower LLM to Grasp Video Moments.
CoRR, 2023

Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction.
CoRR, 2023

Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion.
CoRR, 2023

Post-training Quantization with Progressive Calibration and Activation Relaxing for Text-to-Image Diffusion Models.
CoRR, 2023

Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search.
CoRR, 2023

VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning.
CoRR, 2023

Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs.
CoRR, 2023

LLM4DyG: Can Large Language Models Solve Problems on Dynamic Graphs?
CoRR, 2023

Large Graph Models: A Perspective.
CoRR, 2023

Graph Interpolation via Fast Fused-Gromovization.
CoRR, 2023

DELTA: Direct Embedding Enhancement and Leverage Truncated Conscious Attention for Recommendation System.
CoRR, 2023

DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation.
CoRR, 2023

Continual Few-shot Learning with Transformer Adaptation and Knowledge Regularization.
Proceedings of the ACM Web Conference 2023, 2023


Cross-domain Recommendation with Behavioral Importance Perception.
Proceedings of the ACM Web Conference 2023, 2023

Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Joint Data-Task Generation for Auxiliary Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Global-Local GraphFormer: Towards Better Understanding of User Intentions in Sequential Recommendation.
Proceedings of the ACM Multimedia Asia 2023, 2023

Intra- and Inter-Modal Curriculum for Multimodal Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Diff4Rec: Sequential Recommendation with Curriculum-scheduled Diffusion Augmentation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

TIVA-KG: A Multimodal Knowledge Graph with Text, Image, Video and Audio.
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

H2V4Sports: Real-Time Horizontal-to-Vertical Video Converter for Sports Lives via Fast Object Detection and Tracking.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Curriculum-Listener: Consistency- and Complementarity-Aware Audio-Enhanced Temporal Sentence Grounding.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Mixup-Augmented Temporally Debiased Video Grounding with Content-Location Disentanglement.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Disentangled Representation Learning for Multimedia.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Multimedia Cognition and Evaluation in Open Environments.
Proceedings of the 1st International Workshop on Multimedia Content Generation and Evaluation: New Methods and Practice, 2023

Adaptive Disentangled Transformer for Sequential Recommendation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

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

Curriculum Graph Machine Learning: A Survey.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation.
Proceedings of the International Conference on Machine Learning, 2023

Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks.
Proceedings of the International Conference on Machine Learning, 2023

AutoGT: Automated Graph Transformer Architecture Search.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Multi-Objective Online Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Intention-aware Sequential Recommendation with Structured Intent Transition : (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Adversarially Robust Neural Architecture Search for Graph Neural Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Improving Generalization of Meta-Learning with Inverted Regularization at Inner-Level.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Causal Discovery in Temporal Domain from Interventional Data.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Dynamic Heterogeneous Graph Attention Neural Architecture Search.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

2022
Self-directed machine learning.
AI Open, January, 2022

Visual Question Answering - From Theory to Application
Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-981-19-0963-4, 2022

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

Deep Learning on Graphs: A Survey.
IEEE Trans. Knowl. Data Eng., 2022

Intention-Aware Sequential Recommendation With Structured Intent Transition.
IEEE Trans. Knowl. Data Eng., 2022

Syntax Customized Video Captioning by Imitating Exemplar Sentences.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

A Survey on Curriculum Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

NAP: Neural architecture search with pruning.
Neurocomputing, 2022

Disentangled Representation Learning.
CoRR, 2022

Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification.
CoRR, 2022

A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions.
CoRR, 2022

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

Out-Of-Distribution Generalization on Graphs: A Survey.
CoRR, 2022

Automated Graph Machine Learning: Approaches, Libraries and Directions.
CoRR, 2022

Multimodal Continual Graph Learning with Neural Architecture Search.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 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

On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Invariant Graph Representations for Out-of-Distribution Generalization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Module-Aware Optimization for Auxiliary Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

CurML: A Curriculum Machine Learning Library.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Curriculum-NAS: Curriculum Weight-Sharing Neural Architecture Search.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

AVQA: A Dataset for Audio-Visual Question Answering on Videos.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 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

FastPR: One-stage Semantic Person Retrieval via Self-supervised Learning.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Dynamic Spatio-Temporal Modular Network for Video Question Answering.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Video Grounding and Its Generalization.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Domain Generalization through the Lens of Angular Invariance.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Graph Neural Architecture Search Under Distribution Shifts.
Proceedings of the International Conference on Machine Learning, 2022

Large-Scale Graph Neural Architecture Search.
Proceedings of the International Conference on Machine Learning, 2022

Parametric Visual Program Induction with Function Modularization.
Proceedings of the International Conference on Machine Learning, 2022

DNA: Domain Generalization with Diversified Neural Averaging.
Proceedings of the International Conference on Machine Learning, 2022

Auxiliary Learning with Joint Task and Data Scheduling.
Proceedings of the International Conference on Machine Learning, 2022

Distance-aware Multi-Agent Reinforcement Learning for Task Offloading in MEC Network.
Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results.
Proceedings of the ECML/PKDD Workshop on Meta-Knowledge Transfer, 2022

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

Inter-and-Intra Domain Attention Relational Inference for Rack Temperature Prediction in Data Center.
Proceedings of the Database Systems for Advanced Applications, 2022

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

Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

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

Guest Editorial Introduction to the Special Section on the VVC Standard.
IEEE Trans. Circuits Syst. Video Technol., 2021

Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need?
CoRR, 2021

Conditional Attention Networks for Distilling Knowledge Graphs in Recommendation.
CoRR, 2021

Multimedia Edge Computing.
CoRR, 2021

AutoGL: A Library for Automated Graph Learning.
CoRR, 2021

A Closer Look at Temporal Sentence Grounding in Videos: Datasets and Metrics.
CoRR, 2021

Graph Differentiable Architecture Search with Structure Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Disentangled Contrastive Learning on Graphs.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Asynchronous Decentralized Online Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Curriculum Disentangled Recommendation with Noisy Multi-feedback.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Not All Low-Pass Filters are Robust in Graph Convolutional Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

CFCR: A Convolution and Fusion Model for Cross-platform Recommendation.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 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

Out-of-distribution Generalization and Its Applications for Multimedia.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Automated Machine Learning on Graph.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Signed Graph Neural Network with Latent Groups.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Curriculum Meta-Learning for Next POI Recommendation.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 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

Automated Machine Learning on Graphs: A Survey.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

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

AutoAttend: Automated Attention Representation Search.
Proceedings of the 38th International Conference on Machine Learning, 2021

Explainable Automated Graph Representation Learning with Hyperparameter Importance.
Proceedings of the 38th International Conference on Machine Learning, 2021

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

Multimodal Disentangled Representation for Recommendation.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

GQNAS: Graph Q Network for Neural Architecture Search.
Proceedings of the IEEE International Conference on Data Mining, 2021

AutoIAS: Automatic Integrated Architecture Searcher for Click-Trough Rate Prediction.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Conditional Graph Attention Networks for Distilling and Refining Knowledge Graphs in Recommendation.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Meta Hyperparameter Optimization with Adversarial Proxy Subsets Sampling.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Spectral Graph Attention Network with Fast Eigen-approximation.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

MetaDelta: A Meta-Learning System for Few-shot Image Classification.
Proceedings of the AAAI Workshop on Meta-Learning and MetaDL Challenge, 2021

Power up! Robust Graph Convolutional Network via Graph Powering.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Automated Machine Learning and Meta-Learning for Multimedia
Springer, ISBN: 978-3-030-88131-3, 2021

2020
Message From the Outgoing Editor-in-Chief.
IEEE Trans. Multim., 2020

Multimedia Intelligence: When Multimedia Meets Artificial Intelligence.
IEEE Trans. Multim., 2020

Profit Maximization for Sponsored Data in Wireless Video Transmission Systems.
IEEE Trans. Mob. Comput., 2020

Collective Affinity Learning for Partial Cross-Modal Hashing.
IEEE Trans. Image Process., 2020

Multi-Modal Deep Analysis for Multimedia.
IEEE Trans. Circuits Syst. Video Technol., 2020

Exploring the collective human behavior in cascading systems: a comprehensive framework.
Knowl. Inf. Syst., 2020

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

A Comprehensive Survey on Curriculum Learning.
CoRR, 2020

A Simple and General Graph Neural Network with Stochastic Message Passing.
CoRR, 2020

Spectral Graph Attention Network.
CoRR, 2020

Deep Learning for Learning Graph Representations.
CoRR, 2020

Implicit Graph Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Controllable Video Captioning with an Exemplar Sentence.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

MEmoR: A Dataset for Multimodal Emotion Reasoning in Videos.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

InvisibleFL: Federated Learning over Non-Informative Intermediate Updates against Multimedia Privacy Leakages.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Boosting Visual Question Answering with Context-aware Knowledge Aggregation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Commonsense Learning: An Indispensable Path towards Human-centric Multimedia.
Proceedings of the HuMA'20: Proceedings of the 1st International Workshop on Human-centric Multimedia Analysis, 2020

Multimedia Intelligence: When Multimedia Meets Artificial Intelligence.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

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

Disentangled Self-Supervision in Sequential Recommenders.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Multi-modal Contextual Graph Neural Network for Text Visual Question Answering.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Kernel Clustering On Symmetric Positive Definite Manifolds Via Double Approximated Low Rank Representation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Hardware-Aware Transformable Architecture Search with Efficient Search Space.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Fast Hardware-Aware Neural Architecture Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Enabling Flexible Resource Allocation in Mobile Deep Learning Systems.
IEEE Trans. Parallel Distributed Syst., 2019

A Survey on Network Embedding.
IEEE Trans. Knowl. Data Eng., 2019

Video Summarization by Learning Deep Side Semantic Embedding.
IEEE Trans. Circuits Syst. Video Technol., 2019

Guest Editorial Multimedia Economics for Future Networks: Theory, Methods, and Applications.
IEEE J. Sel. Areas Commun., 2019

Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework.
CoRR, 2019

The General Black-box Attack Method for Graph Neural Networks.
CoRR, 2019

Power up! Robust Graph Convolutional Network against Evasion Attacks based on Graph Powering.
CoRR, 2019

Learning Disentangled Representations for Recommendation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Sentence Specified Dynamic Video Thumbnail Generation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Semi-supervised Deep Quantization for Cross-modal Search.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Facial Image-to-Video Translation by a Hidden Affine Transformation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Cross-Modal Dual Learning for Sentence-to-Video Generation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Perceptual Visual Reasoning with Knowledge Propagation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

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

Watch, Reason and Code: Learning to Represent Videos Using Program.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

AutoML and Meta-learning for Multimedia.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Robust Graph Convolutional Networks Against Adversarial Attacks.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Dynamical Origins of Distribution Functions.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Uncovering Pattern Formation of Information Flow.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Social Recommendation with Optimal Limited Attention.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

AutoNE: Hyperparameter Optimization for Massive Network Embedding.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Fates of Microscopic Social Ecosystems: Keep Alive or Dead?
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning From Networks: Algorithms, Theory, and Applications.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Disentangled Graph Convolutional Networks.
Proceedings of the 36th International Conference on Machine Learning, 2019

Learning to Learn Image Classifiers With Visual Analogy.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Discrete Social Recommendation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

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

Toward High Mobile GPU Performance Through Collaborative Workload Offloading.
IEEE Trans. Parallel Distributed Syst., 2018

General Knowledge Embedded Image Representation Learning.
IEEE Trans. Multim., 2018

High-Order Proximity Preserved Embedding for Dynamic Networks.
IEEE Trans. Knowl. Data Eng., 2018

On Power Law Growth of Social Networks.
IEEE Trans. Knowl. Data Eng., 2018

Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification.
IEEE Trans. Image Process., 2018

Joint User- and Event- Driven Stable Social Event Organization.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Online Compact Convexified Factorization Machine.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Multi-modal Sequence to Sequence Learning with Content Attention for Hotspot Traffic Speed Prediction.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Reading Document and Answering Question via Global Attentional Inference.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 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

Weakly Supervised Dense Event Captioning in Videos.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 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

Session details: Keynote 5.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Dest-ResNet: A Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Deep Variational Network Embedding in Wasserstein Space.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Arbitrary-Order Proximity Preserved Network Embedding.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Learning and Interpreting Complex Distributions in Empirical Data.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Deep Recursive Network Embedding with Regular Equivalence.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Hierarchical Taxonomy Aware Network Embedding.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Sketched Follow-The-Regularized-Leader for Online Factorization Machine.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Learning-to-Ask: Knowledge Acquisition via 20 Questions.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 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

Billion-Scale Network Embedding with Iterative Random Projection.
Proceedings of the IEEE International Conference on Data Mining, 2018

Collective Human Behavior in Cascading System: Discovery, Modeling and Applications.
Proceedings of the IEEE International Conference on Data Mining, 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

TIMERS: Error-Bounded SVD Restart on Dynamic Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Deep Asymmetric Transfer Network for Unbalanced Domain Adaptation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Structural Deep Embedding for Hyper-Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

DepthLGP: Learning Embeddings of Out-of-Sample Nodes in Dynamic Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Dependence Guided Unsupervised Feature Selection.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Partial Multi-View Outlier Detection Based on Collective Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Socially-Driven Learning-Based Prefetching in Mobile Online Social Networks.
IEEE/ACM Trans. Netw., 2017

Message From the Incoming Editor-in-Chief.
IEEE Trans. Multim., 2017

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

Mobile Contextual Recommender System for Online Social Media.
IEEE Trans. Mob. Comput., 2017

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

Hierarchical Contextual Attention Recurrent Neural Network for Map Query Suggestion.
IEEE Trans. Knowl. Data Eng., 2017

comeNgo: A Dynamic Model for Social Group Evolution.
ACM Trans. Knowl. Discov. Data, 2017

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

On Energy-Efficient Offloading in Mobile Cloud for Real-Time Video Applications.
IEEE Trans. Circuits Syst. Video Technol., 2017

Cross-media analysis and reasoning: advances and directions.
Frontiers Inf. Technol. Electron. Eng., 2017

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

Joint user-interest and social-influence emotion prediction for individuals.
Neurocomputing, 2017

Multimedia Content Delivery with Network Function Virtualization: The Energy Perspective.
IEEE Multim., 2017

Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks.
CoRR, 2017

Learning to Learn Image Classifiers with Informative Visual Analogy.
CoRR, 2017

Structural patterns of information cascades and their implications for dynamics and semantics.
CoRR, 2017

Quantifying Structural Patterns of Information Cascades.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Rethinking HTTP Adaptive Streaming with the Mobile User Perception.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

T2U: A Deep Cross-Platform Video Recommendation System with a Novel Interface.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Human-like Visual Learning and Reasoning.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

ButterFly: Mobile collaborative rendering over GPU workload migration.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Projection-free Distributed Online Learning in Networks.
Proceedings of the 34th International Conference on Machine Learning, 2017

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

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

Community Preserving Network Embedding.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

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

Aspect Learning for Multimedia Summarization via Nonparametric Bayesian.
IEEE Trans. Circuits Syst. Video Technol., 2016

Joint Content Replication and Request Routing for Social Video Distribution Over Cloud CDN: A Community Clustering Method.
IEEE Trans. Circuits Syst. Video Technol., 2016

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

Guest Editorial Video Distribution Over Future Internet.
IEEE J. Sel. Areas Commun., 2016

Preface.
J. Comput. Sci. Technol., 2016

Social-Sensed Multimedia Computing.
IEEE Multim., 2016

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

Social Media Profiler: Inferring Your Social Media Personality from Visual Attributes in Portrait.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Affective Contextual Mobile Recommender System.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Come-and-Go Patterns of Group Evolution: A Dynamic Model.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Structural Deep Network Embedding.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Asymmetric Transitivity Preserving Graph Embedding.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

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

Thinking like psychologist: Learning to predict personality by using features from portrait and social media.
Proceedings of the 4th International Conference on Cloud Computing and Intelligence Systems, 2016

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

Learning Compact Hash Codes for Multimodal Representations Using Orthogonal Deep Structure.
IEEE Trans. Multim., 2015

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

Social Recommendation with Cross-Domain Transferable Knowledge.
IEEE Trans. Knowl. Data Eng., 2015

Introduction to the Special Section on Visual Computing in the Cloud: Fundamentals and Applications.
IEEE Trans. Circuits Syst. Video Technol., 2015

Weakly Semi-Supervised Deep Learning for Multi-Label Image Annotation.
IEEE Trans. Big Data, 2015

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

Multimedia Big Data Computing.
IEEE Multim., 2015

Learning Socially Embedded Visual Representation from Scratch.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Non-transitive Hashing with Latent Similarity Components.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Deep Multimodal Hashing with Orthogonal Regularization.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A metric of stereoscopic image retargeting quality assessment.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Fuelling Big Data Intelligence into Future Multimedia System: Reflection and Outlook.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

Probabilistic Attributed Hashing.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Bilateral Correspondence Model for Words-and-Pictures Association in Multimedia-Rich Microblogs.
ACM Trans. Multim. Comput. Commun. Appl., 2014

Social-Sensed Image Search.
ACM Trans. Inf. Syst., 2014

Scalable Recommendation with Social Contextual Information.
IEEE Trans. Knowl. Data Eng., 2014

Bandwidth Efficient and Rate-Adaptive Video Delivery in TV White Space.
IEEE Trans. Circuits Syst. Video Technol., 2014

Compressibility Constrained Sparse Representation With Learnt Dictionary for Low Bit-Rate Image Compression.
IEEE Trans. Circuits Syst. Video Technol., 2014

Graph-Based Residence Location Inference for Social Media Users.
IEEE Multim., 2014

Social-oriented visual image search.
Comput. Vis. Image Underst., 2014

Social Embedding Image Distance Learning.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Emotionally Representative Image Discovery for Social Events.
Proceedings of the International Conference on Multimedia Retrieval, 2014

FEMA: flexible evolutionary multi-faceted analysis for dynamic behavioral pattern discovery.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

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

Find you from your friends: Graph-based residence location prediction for users in social media.
Proceedings of the IEEE International Conference on Multimedia and Expo, 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

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

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

Online Allocation of Communication and Computation Resources for Real-Time Multimedia Services.
IEEE Trans. Multim., 2013

Social Visual Image Ranking for Web Image Search.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

User interest and social influence based emotion prediction for individuals.
Proceedings of the ACM Multimedia Conference, 2013

Comparing apples to oranges: a scalable solution with heterogeneous hashing.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Cascading outbreak prediction in networks: a data-driven approach.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012
A Novel Large-Scale Digital Forensics Service Platform for Internet Videos.
IEEE Trans. Multim., 2012

Cloud Computing and Dynamic Resource Allocation for Multimedia Applications.
Int. J. Digit. Multim. Broadcast., 2012

Sparse representation of texture patches for low bit-rate image compression.
Proceedings of the 2012 Visual Communications and Image Processing, 2012

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

Analyzing social media via event facets.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Block-based variable density compressed image sampling.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

3D scene reconstruction by multiple structured-light based commodity depth cameras.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Virtual mixer: Real-time audio mixing across clients and the cloud for multiparty conferencing.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Social recommendation across multiple relational domains.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Social contextual recommendation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Optimal Resource Allocation for Pervasive Health Monitoring Systems with Body Sensor Networks.
IEEE Trans. Mob. Comput., 2011

Multimedia Cloud Computing.
IEEE Signal Process. Mag., 2011

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

Resource allocation for cloud-based free viewpoint video rendering for mobile phones.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Optimal resource allocation to provide QOS guarantee in pervasive health monitoring systems.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Optimal source rate allocation in Body Sensor Networks with energy harvesting.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

2010
A Novel JSCC Framework With Diversity-Multiplexing-Coding Gain Tradeoff for Scalable Video Transmission Over Cooperative MIMO.
IEEE Trans. Circuits Syst. Video Technol., 2010

A Novel Energy Saving Approach through Mobile Collaborative Computing Systems.
Int. J. Handheld Comput. Res., 2010

2009
Load-Based Route Discovery Through Searching Range Adaptation for MANET Throughput Improvement.
IEEE Trans. Veh. Technol., 2009

2007
Iterative Decision-Aided Clipping Compensation and Its Application to Scalable Video Transmission With Multiband OFDM.
IEEE Trans. Veh. Technol., 2007

Impact of Link Distance on End-to-End Throughput in Multi-Rate, Multi-Hop Wireless Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

2006
A Relay-Aided Media Access (RAMA) Protocol in Multirate Wireless Networks.
IEEE Trans. Veh. Technol., 2006

Collision probability and throughput analysis in a power-controlled DS-CDMA wireless network.
IEEE Trans. Veh. Technol., 2006

Energy-efficient routing in mobile ad hoc networks: mobility-assisted case.
IEEE Trans. Veh. Technol., 2006

Lateral error recovery for media streaming in application-level multicast.
IEEE Trans. Multim., 2006

Video loss recovery with FEC and stream replication.
IEEE Trans. Multim., 2006

A Novel Penalty Controllable Dynamic Voltage Scaling Scheme for Mobile Multimedia Applications.
IEEE Trans. Mob. Comput., 2006

2005
Advances in wireless video.
IEEE Wirel. Commun., 2005

Sender-Adaptive and Receiver-Driven Layered Multicast for Scalable Video Over the Internet.
IEEE Trans. Circuits Syst. Video Technol., 2005

Robust and efficient path diversity in application-layer multicast for video streaming.
IEEE Trans. Circuits Syst. Video Technol., 2005

A proxy-assisted adaptation framework for object video multicasting.
IEEE Trans. Circuits Syst. Video Technol., 2005

End-to-End QoS for Video Delivery Over Wireless Internet.
Proc. IEEE, 2005

Special Issue on Advances in Video Coding and Delivery.
Proc. IEEE, 2005

MultiServ: a service-oriented framework for multihop wireless networks.
IEEE J. Sel. Areas Commun., 2005

Network planning in wireless ad hoc networks: a cross-Layer approach.
IEEE J. Sel. Areas Commun., 2005

End-system-based mobility support in IPv6.
IEEE J. Sel. Areas Commun., 2005

Adaptive QoS control for real-time video communication over wireless channels.
Int. J. Ad Hoc Ubiquitous Comput., 2005

Intra-superframe power management for IEEE 802.15.3 WPAN.
IEEE Commun. Lett., 2005

Cross-layer QoS Support for Multimedia Delivery over Wireless Internet.
EURASIP J. Adv. Signal Process., 2005

Recent advances on TD-SCDMA in China.
IEEE Commun. Mag., 2005

Modelling and performance analysis of the distributed scheduler in IEEE 802.16 mesh mode.
Proceedings of the 6th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2005

Bounding the power rate function of wireless ad hoc networks.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Efficient Hop ID based Routing for Sparse Ad Hoc Networks.
Proceedings of the 13th IEEE International Conference on Network Protocols (ICNP 2005), 2005

Localized Low-Power Topology Control Algorithms in IEEE 802.15.4-Based Sensor Networks.
Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS 2005), 2005

AMTP: a multipath multimedia streaming protocol for mobile ad hoc networks.
Proceedings of IEEE International Conference on Communications, 2005

Interference aware metric for dense multi-hop wireless networks.
Proceedings of IEEE International Conference on Communications, 2005

PARS: stimulating cooperation for power-aware routing in ad-hoc networks.
Proceedings of IEEE International Conference on Communications, 2005

Coding assisted iterative channel estimation for impulse radio ultra-wide band communication systems.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

STODER: a robust and efficient algorithm for handling spurious retransmit timeouts in TCP.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

2004
Cost-based cache replacement and server selection for multimedia proxy across wireless Internet.
IEEE Trans. Multim., 2004

Error robust scalable audio streaming over wireless IP networks.
IEEE Trans. Multim., 2004

Wavelet-based VBR video traffic smoothing.
IEEE Trans. Multim., 2004

Peer-to-peer based multimedia distribution service.
IEEE Trans. Multim., 2004

Channel-adaptive resource allocation for scalable video transmission over 3G wireless network.
IEEE Trans. Circuits Syst. Video Technol., 2004

A construction of locality-aware overlay network: mOverlay and its performance.
IEEE J. Sel. Areas Commun., 2004

End-to-end TCP-friendly streaming protocol and bit allocation for scalable video over wireless Internet.
IEEE J. Sel. Areas Commun., 2004

A seamless and proactive end-to-end mobility solution for roaming across heterogeneous wireless networks.
IEEE J. Sel. Areas Commun., 2004

An end-to-end robust approach for scalable video over the internet.
Sci. China Ser. F Inf. Sci., 2004

Mobility assisted optimal routing in noninterfering mobile ad hoc networks.
Proceedings of the Quality of Service, 2004

Streaming and Bit Allocation for Scalable Video over Mobile Wireless Internet.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

Lateral Error Recovery for Application-Level Multicast.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

Measurement-based construction of locality-aware overlay networks.
Proceedings of IEEE International Conference on Communications, 2004

2003
Network-Adaptive Rate Control and Unequal Loss Protection with TCP-Friendly Protocol for Scalable Video Over Internet.
J. VLSI Signal Process., 2003

QoS-adaptive proxy caching for multimedia streaming over the Internet.
IEEE Trans. Circuits Syst. Video Technol., 2003

A cross-Layer quality-of-service mapping architecture for video delivery in wireless networks.
IEEE J. Sel. Areas Commun., 2003

PASA: power adaptation for starvation avoidance to deliver wireless multimedia.
IEEE J. Sel. Areas Commun., 2003

Service Locating for Large-Scale Mobile Ad-Hoc Network.
Int. J. Wirel. Inf. Networks, 2003

Distributed distance measurement for large-scale networks.
Comput. Networks, 2003

Efficient mobility management for vertical handoff between WWAN and WLAN.
IEEE Commun. Mag., 2003

Optimal joint source-channel bit allocation for MPEG-4 fine granularity scalable video over OFDM system.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Cache replacement and server selection for video proxy across wireless Internet.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

An end-to-end rate control protocol for multimedia streaming in wired-cum-wireless environments.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

Video broadcasting over MIMO-OFDM systems.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

An end-to-end TCP-friendly streaming protocol for multimedia over wireless Internet.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Replication strategies for peer-to-peer based multimedia distribution service.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

On the rate constraint of transmitting multiple priority classes with QoS.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A distributed power adaptation algorithm for multimedia delivery over ad hoc networks.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Feedback-free packet loss recovery for video multicast.
Proceedings of IEEE International Conference on Communications, 2003

Power efficiency in IEEE 802.11a WLAN with cross-layer adaptation.
Proceedings of IEEE International Conference on Communications, 2003

Performance analysis in unstructured overlays.
Proceedings of IEEE International Conference on Communications, 2003

Design study for multimedia transport protocol in heterogeneous networks.
Proceedings of IEEE International Conference on Communications, 2003

Enable fair queueing with decoupled bandwidth-delay guarantees by relaxing the packet service order.
Proceedings of IEEE International Conference on Communications, 2003

Power-efficient MPEG-4 FGS video transmission over MIMO-OFDM systems.
Proceedings of IEEE International Conference on Communications, 2003

An efficient algorithm for adaptive cell sectoring in CDMA systems.
Proceedings of IEEE International Conference on Communications, 2003

Distributed MAC adaptation for WLAN QoS differentiation.
Proceedings of the Global Telecommunications Conference, 2003

MultiServ: congestion alleviation using overlay network.
Proceedings of the Global Telecommunications Conference, 2003

UWB multipath channel model based on time-domain UTD technique.
Proceedings of the Global Telecommunications Conference, 2003

A power efficient M-ary orthogonal pulse polarity modulation for TH-UWB system using modified OVSF codes.
Proceedings of the Global Telecommunications Conference, 2003

Shortest path routing in partially connected ad hoc networks.
Proceedings of the Global Telecommunications Conference, 2003

Selecting path-diversified servers in content distribution networks.
Proceedings of the Global Telecommunications Conference, 2003

2002
Precoded OFDM with Adaptive Vector Channel Allocation for Scalable Video Transmission over Frequency-Selective Fading Channels.
IEEE Trans. Mob. Comput., 2002

Power-minimized bit allocation for video communication over wireless channels.
IEEE Trans. Circuits Syst. Video Technol., 2002

Allocation of layer bandwidths and FECs for video multicast over wired and wireless networks.
IEEE Trans. Circuits Syst. Video Technol., 2002

Introduction to the special issue on wireless communication.
IEEE Trans. Circuits Syst. Video Technol., 2002

A unified framework for resource discovery and QoS-aware provider selection in ad hoc networks.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2002

Performance study of OFDMA vs. OFDM/SDMA.
Proceedings of the 55th IEEE Vehicular Technology Conference, 2002

Third-generation and beyond (3.5G) wireless networks and its applications.
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002

Power-efficient distortion-minimized rate allocation for audio broadcasting over wireless networks.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Spreading code assignment in an ad hoc DS-CDMA wireless network.
Proceedings of the IEEE International Conference on Communications, 2002

A novel framework for QoS-aware resource discovery in mobile ad hoc networks.
Proceedings of the IEEE International Conference on Communications, 2002

Precoded OFDM with adaptive vector channelallocation for scalable video transmission over frequency-selective fading channels.
Proceedings of the IEEE International Conference on Acoustics, 2002

Performance study of MAC for service differentiation in IEEE 802.11.
Proceedings of the Global Telecommunications Conference, 2002

gMeasure: a group-based network performance measurement service for peer-to-peer applications.
Proceedings of the Global Telecommunications Conference, 2002

2001
Resource allocation for multimedia streaming over the Internet.
IEEE Trans. Multim., 2001

Streaming video over the Internet: approaches and directions.
IEEE Trans. Circuits Syst. Video Technol., 2001

Introduction to the special issue on streaming video.
IEEE Trans. Circuits Syst. Video Technol., 2001

User-aware object-based video transmission over the next generation Internet.
Signal Process. Image Commun., 2001

Joint power control and source-channel coding for video communication over wireless networks.
Proceedings of the 54th IEEE Vehicular Technology Conference, 2001

Channel-adaptive unequal error protection for scalable video transmission over wireless channel.
Proceedings of the Visual Communications and Image Processing 2001, 2001

Network-Adaptive Cache Management Schemes for Mixed Media.
Proceedings of the Advances in Multimedia Information Processing, 2001

Error resilient scalable audio coding (ERSAC) for mobile applications.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

End-to-end power-optimized video communication over wireless channels.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Network-adaptive rate control with unequal loss protection for scalable video over Internet.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

A power-optimized joint source channel coding for scalable video streaming over wireless channel.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

A sender-adaptive and receiver-driven layered multicast scheme for video over Internet.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

An End-to-End Probing-Based Admission Control Scheme for Multimedia Applications.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

SARLM: Sender-adaptive & Receiver-driven Layered Multicasting for Scalable Video.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Network-adaptive scalable video streaming over 3G wireless network.
Proceedings of the 2001 International Conference on Image Processing, 2001

Wavelet-based smoothing and multiplexing of VBR video traffic.
Proceedings of the Global Telecommunications Conference, 2001

Cost-based replacement policy for multimedia proxy across wireless Internet.
Proceedings of the Global Telecommunications Conference, 2001

Channel-adaptive error protection for scalable audio streaming over wireless Internet.
Proceedings of the Global Telecommunications Conference, 2001

A scalable bit-stream packetization and adaptive rate control framework for object-based video multicast.
Proceedings of the Global Telecommunications Conference, 2001

Optimal allocation of packet-level and byte-level FEC in video multicasting over wired and wireless networks.
Proceedings of the Global Telecommunications Conference, 2001

2000
On end-to-end architecture for transporting MPEG-4 video over the Internet.
IEEE Trans. Circuits Syst. Video Technol., 2000

An end-to-end approach for optimal mode selection in Internet video communication: theory and application.
IEEE J. Sel. Areas Commun., 2000

Resource allocation with adaptive QoS for multimedia transmission over W-CDMA channels.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

An FEC-based error control scheme for wireless MPEG-4 video transmission.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

User- and content-aware object-based video streaming over the Internet.
Proceedings of the Visual Communications and Image Processing 2000, 2000

Resource allocation for audio and video streaming over the Internet.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Adaptive QOS control for MPEG-4 video communication over wireless channels.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Object-based multiresolution watermarking of images and video.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Network-Adaptive Rate Control With TCP-Friendly Protocol for Multiple Video Objects.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Scalable Object-Based Video Multicasting over the Internet.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Regularized total least squares approach for nonconvolutional linear inverse problems.
IEEE Trans. Image Process., 1999

Multiresolution watermarking for images and video.
IEEE Trans. Circuits Syst. Video Technol., 1999

A fast and memory efficient algorithm for down-conversion of an HDTV bitstream to an SDTV signal.
IEEE Trans. Consumer Electron., 1999

MPEG4 compressed video over the Internet.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

Perceptual Quantization for Predictive Coding of Images.
Proceedings of the 1999 International Conference on Image Processing, 1999

An End-To-End Architecture for Mpeg-4 Video Streaming over the Internet.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Second-order derivative-based smoothness measure for error concealment in DCT-based codecs.
IEEE Trans. Circuits Syst. Video Technol., 1998

End-to-end modeling and simulation of MPEG-2 transport streams over ATM networks with jitter.
IEEE Trans. Circuits Syst. Video Technol., 1998

Jitter smoothing and traffic modeling for MPEG-2 video transport over ATM networks.
Int. J. Imaging Syst. Technol., 1998

CIF-to-QCIF video bitstream down-conversion in the DCT domain.
Bell Labs Tech. J., 1998

Multiresolution Watermarking for Images and Video: A Unified Approach.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
A Wavelet-Based Multiresolution Regularized Least Squares Reconstruction Approach for Optical Tomography.
IEEE Trans. Medical Imaging, 1997

Modeling and simulation of MPEG-2 video transport over ATM networks considering the jitter effect.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

Regularized Total Least Squares Reconstruction for Optical Tomographic Imaging Using Conjugate Gradient Method.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1995
Regularized Multichannel Restoration Using Cross-Validation.
CVGIP Graph. Model. Image Process., 1995


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