Xiao Wu

Orcid: 0000-0002-8322-8558

Affiliations:
  • Southwest Jiaotong University, School of Information Science and Technology, Chengdu, China
  • University of California, Irvine, CA, USA (2015 - 2016)
  • City University of Hong Kong, Department of Computer Science, Hong Kong (PhD 2008)
  • Carnegie Mellon University, School of Computer Science, Pittsburgh, PA, USA (2006 - 2007)
  • Chinese Academy of Sciences, Institute of Software, Beijing, China (2001 - 2002)


According to our database1, Xiao Wu authored at least 121 papers between 2004 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

2024
Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing.
IEEE Trans. Mob. Comput., March, 2024

Distributed Convex Relaxation for Heterogeneous Task Replication in Mobile Edge Computing.
IEEE Trans. Mob. Comput., February, 2024

DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming Perception.
CoRR, 2024

2023
Stacked denoising autoencoder for missing traffic data reconstruction via mobile edge computing.
Neural Comput. Appl., July, 2023

Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling.
CoRR, 2023

Learning Surface-awareness Network for X-Ray Prohibited Item Detection.
Proceedings of the ACM Multimedia Asia 2023, 2023

Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Human-Object-Object Interaction: Towards Human-Centric Complex Interaction Detection.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Debunking Free Fusion Myth: Online Multi-view Anomaly Detection with Disentangled Product-of-Experts Modeling.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

CPNet: Cartoon Parsing with Pixel and Part Correlation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022
SWNet: A Deep Learning Based Approach for Splashed Water Detection on Road.
IEEE Trans. Intell. Transp. Syst., 2022

A Probabilistic Approach for Cooperative Computation Offloading in MEC-Assisted Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022

PVC-STIM: Perceptual video coding based on spatio-temporal influence map.
Signal Image Video Process., 2022

Learning-based high-efficiency compression framework for light field videos.
Multim. Tools Appl., 2022

Correction to: User‑dependent interactive light field video streaming system.
Multim. Tools Appl., 2022

User-dependent interactive light field video streaming system.
Multim. Tools Appl., 2022

CrossNet: Boosting Crowd Counting with Localization.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Real-time Semantic Segmentation with Parallel Multiple Views Feature Augmentation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Domain-Specific Conditional Jigsaw Adaptation for Enhancing transferability and Discriminability.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Learning Action-guided Spatio-temporal Transformer for Group Activity Recognition.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Learning Graph-based Residual Aggregation Network for Group Activity Recognition.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Learning Selective Assignment Network for Scene-Aware Vehicle Detection.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Rethinking Spatial Invariance of Convolutional Networks for Object Counting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Adversarial Multimodal Network for Movie Story Question Answering.
IEEE Trans. Multim., 2021

MGSeg: Multiple Granularity-Based Real-Time Semantic Segmentation Network.
IEEE Trans. Image Process., 2021

DB-LSTM: Densely-connected Bi-directional LSTM for human action recognition.
Neurocomputing, 2021

A novel class restriction loss for unsupervised domain adaptation.
Neurocomputing, 2021

Contrastive Learning in Frequency Domain for Non-I.I.D. Image Classification.
Proceedings of the MultiMedia Modeling - 27th International Conference, 2021

Vehicle Counting Network with Attention-based Mask Refinement and Spatial-awareness Block Loss.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Hierarchical Multi-Task Learning for Diagram Question Answering with Multi-Modal Transformer.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Asynchronous Deep Reinforcement Learning for Data-Driven Task Offloading in MEC-Empowered Vehicular Networks.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Meta-Learning Causal Feature Selection for Stable Prediction.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020
Multi-Armed Bandit Learning for Computation-Intensive Services in MEC-Empowered Vehicular Networks.
IEEE Trans. Veh. Technol., 2020

Learning fashion compatibility across categories with deep multimodal neural networks.
Neurocomputing, 2020

CODAN: Counting-driven Attention Network for Vehicle Detection in Congested Scenes.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019
BranchGAN: Unsupervised Mutual Image-to-Image Transfer With A Single Encoder and Dual Decoders.
IEEE Trans. Multim., 2019

Temporal Information Services in Large-Scale Vehicular Networks Through Evolutionary Multi-Objective Optimization.
IEEE Trans. Intell. Transp. Syst., 2019

Bandwidth-Aware Traffic Sensing in Vehicular Networks with Mobile Edge Computing.
Sensors, 2019

Cooperative Temporal Data Dissemination in SDN-Based Heterogeneous Vehicular Networks.
IEEE Internet Things J., 2019

Multi-objective Optimization for Network Resource Management in Heterogeneous Vehicular Networks.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

CRA-Net: Composed Relation Attention Network for Visual Question Answering.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Learning Spatial Awareness to Improve Crowd Counting.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

A Learning Algorithm for Real-Time Service in Vehicular Networks with Mobile-Edge Computing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Generative Adversarial Networks Based Error Concealment for Low Resolution Video.
Proceedings of the IEEE International Conference on Acoustics, 2019

Joint Resource Optimization for Adaptive Multimedia Services in MEC-Based Vehicular Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Bandwidth Efficiency and Service Adaptiveness Oriented Data Dissemination in Heterogeneous Vehicular Networks.
IEEE Trans. Veh. Technol., 2018

Hookworm Detection in Wireless Capsule Endoscopy Images With Deep Learning.
IEEE Trans. Image Process., 2018

Personalized clothing recommendation combining user social circle and fashion style consistency.
Multim. Tools Appl., 2018

Perceiving Physical Equation by Observing Visual Scenarios.
CoRR, 2018

Video2Shop: Exactly Matching Clothes in Videos to Online Shopping Images.
CoRR, 2018

An Interactive Light Field Video System with User-Dependent View Selection and Coding Scheme.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

A Novel No-Reference QoE Assessment Model for Frame Freezing of Mobile Video.
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Multi-View Image Generation from a Single-View.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Learning to Transfer: Generalizable Attribute Learning with Multitask Neural Model Search.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

A Novel Weighted Boundary Matching Error Concealment Schema for HEVC.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Diversified Visual Attention Networks for Fine-Grained Object Classification.
IEEE Trans. Multim., 2017

Integration of Diverse Data Sources for Spatial PM2.5 Data Interpolation.
IEEE Trans. Multim., 2017

Video eCommerce++: Toward Large Scale Online Video Advertising.
IEEE Trans. Multim., 2017

Perception-based adaptive quantization for transform-domain Wyner-Ziv video coding.
Multim. Tools Appl., 2017

Automatic content understanding with cascaded spatial-temporal deep framework for capsule endoscopy videos.
Neurocomputing, 2017

A survey on deep learning-based fine-grained object classification and semantic segmentation.
Int. J. Autom. Comput., 2017

Multi-View Image Generation from a Single-View.
CoRR, 2017

VIREO @ TRECVID 2017: Video-to-Text, Ad-hoc Video Search, and Video hyperlinking.
Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

A Novel Saliency Based Bit Allocation and RDO for HEVC.
Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Sketch Recognition with Deep Visual-Sequential Fusion Model.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

On the Selection of Anchors and Targets for Video Hyperlinking.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Clothing Cosegmentation for Shopping Images With Cluttered Background.
IEEE Trans. Multim., 2016

Automatic Hookworm Detection in Wireless Capsule Endoscopy Images.
IEEE Trans. Medical Imaging, 2016

Integration of Visual Temporal Information and Textual Distribution Information for News Web Video Event Mining.
IEEE Trans. Hum. Mach. Syst., 2016

Near-Duplicate Segments based news web video event mining.
Signal Process., 2016

Detection of bird nests in overhead catenary system images for high-speed rail.
Pattern Recognit., 2016

Part-based clothing image annotation by visual neighbor retrieval.
Neurocomputing, 2016

Web video categorization using category-predictive classifiers and category-specific concept classifiers.
Neurocomputing, 2016

Video eCommerce: Towards Online Video Advertising.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

2015
Clothing Style Recognition using Fashion Attribute Detection.
EAI Endorsed Trans. Ambient Syst., 2015

2014
SSIM-based Error Resilient Video Coding Over Packet-Switched Networks.
J. Signal Process. Syst., 2014

Modeling of SSIM-based end-to-end distortion for error-resilient video coding.
EURASIP J. Image Video Process., 2014

Clothing Extraction Using Region-Based Segmentation and Pixel-Level Refinement.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Application of Localized Soft-Assignment Coding and CSIFT in Image Classification.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

2013
Guest editorial: selected papers from ICIMCS 2011.
Multim. Syst., 2013

A Novel Web Video Event Mining Framework with the Integration of Correlation and Co-Occurrence Information.
J. Comput. Sci. Technol., 2013

SSIM-Based End-to-End Distortion Model for Error Resilient Video Coding over Packet-Switched Networks.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Clothing Extraction by Coarse Region Localization and Fine Foreground/Background Estimation.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

An Error Resilient Depth Map Coding Scheme Using Adaptive Wyner-Ziv Frame.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Adaptive association rule mining for web video event classification.
Proceedings of the IEEE 14th International Conference on Information Reuse & Integration, 2013

Exploring dense trajectory feature and encoding methods for human interaction recognition.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

2012
Boosting web video categorization with contextual information from social web.
World Wide Web, 2012

Study on Feature Trajectory for Web Video Event Mining.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

SSIM-Based Error Resilient Video Coding over Packet-Switched Networks.
Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Interactive product image search with complex scenes.
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

2011
Stereoscopic Perceptual Video Coding Based on Just-Noticeable-Distortion Profile.
IEEE Trans. Broadcast., 2011

Mining Event Structures from Web Videos.
IEEE Multim., 2011

2010
On the Annotation of Web Videos by Efficient Near-Duplicate Search.
IEEE Trans. Multim., 2010

Data-Driven Approaches to Community-Contributed Video Applications.
IEEE Multim., 2010

2009
Real-Time Near-Duplicate Elimination for Web Video Search With Content and Context.
IEEE Trans. Multim., 2009

Towards google challenge: combining contextual and social information for web video categorization.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

2008
Video Databases.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Multimodal News Story Clustering With Pairwise Visual Near-Duplicate Constraint.
IEEE Trans. Multim., 2008

Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news.
Comput. Vis. Image Underst., 2008

Beyond Semantic Search: What You Observe May Not Be What You Think.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Accelerating near-duplicate video matching by combining visual similarity and alignment distortion.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Modeling video hyperlinks with hypergraph for web video reranking.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

2007
Near-Duplicate Keyframe Identification With Interest Point Matching and Pattern Learning.
IEEE Trans. Multim., 2007

Experimenting VIREO-374: Bag-of-Visual-Words and Visual-Based Ontology for Semantic Video Indexing and search.
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Practical elimination of near-duplicates from web video search.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Efficient Near-Duplicate Keyframe Retrieval with Visual Language Models.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Near-duplicate keyframe retrieval with visual keywords and semantic context.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Threading and autodocumenting news videos: a promising solution to rapidly browse news topics.
IEEE Signal Process. Mag., 2006

Scheduling real-time requests in on-demand data broadcast environments.
Real Time Syst., 2006

Modeling Local Interest Points for Semantic Detection and Video Search at TRECVID 2006.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Multi-Lingual Broadcast News Retrieval.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

2005
Wireless real-time on-demand data broadcast scheduling with dual deadlines.
J. Parallel Distributed Comput., 2005

Motion Driven Approaches to Shot Boundary Detection, Low-Level Feature Extraction and BBC Rushes Characterization at TRECVID 2005.
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

A Preemptive Scheduling Algorithm for Wireless Real-Time On-Demand Data Broadcast.
Proceedings of the 11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2005), 2005

Threading stories and generating topic structures in news videos across different sources.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Co-Clustering of Time-Evolving News Story with Transcript and Keyframe.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004
Preemptive Maximum Stretch Optimization Scheduling for Wireless On-Demand Data Broadcast.
Proceedings of the 8th International Database Engineering and Applications Symposium (IDEAS 2004), 2004


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