Proceedings of the 2025 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2025

Chain-of-Action: Trajectory Autoregressive Modeling for Robotic Manipulation.

[BibT_eX]

[DOI]

Wenbo Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Querying Autonomous Vehicle Point Clouds: Enhanced by 3D Object Counting with CounterNet.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Queryable 3D Scene Representation: A Multi-Modal Framework for Semantic Reasoning and Robotic Task Planning.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Building Efficient Segmentation Models from Large Open-Vocabulary Foundation Models Without Any Labels.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2025

Effective Tuning Strategies for Generalist Robot Manipulation Policies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

RePaViT: Scalable Vision Transformer Acceleration via Structural Reparameterization on Feedforward Network Layers.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

OmniRestore: Robust Universal Image Restoration from Combined and Unspecified Degradations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

General Scene Adaptation for Vision-and-Language Navigation.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Medium-Difficulty Samples Constitute Smoothed Decision Boundary for Knowledge Distillation on Pruned Datasets.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Beyond Static LLM Policies: Imitation-Enhanced Reinforcement Learning for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2025

Quantifying and Narrowing the Unknown: Interactive Text-to-Video Retrieval Via Uncertainty Minimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Optimized Edge Node Allocation Considering User Delay Tolerance for Cost Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2024

GTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Demonstrating Event-Triggered Investigation and Sample Collection for Human Scientists using Field Robots and Large Foundation Models.

[BibT_eX]

[DOI]

Proceedings of the Robotics: Science and Systems XX, 2024

Towards Cost-Efficient Federated Multi-agent RL with Learnable Aggregation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Edge Deployable Online Domain Adaptation for Underwater Object Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Real-time Multi-modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

LLM as Copilot for Coarse-Grained Vision-and-Language Navigation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

ROLeR: Effective Reward Shaping in Offline Reinforcement Learning for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

BuildingSage: A safe and secure AI copilot for smart buildings.

[BibT_eX]

[DOI]

Subbu Sethuvenkatraman

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

2023

Decoupled Graph Neural Networks for Large Dynamic Graphs.

[BibT_eX]

[DOI]

Yanping Zheng

Zhewei Wei

Jiajun Liu

Proc. VLDB Endow., 2023

Understanding the Effects of Projectors in Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2023

SkySea: Connecting Satellite, UAV and Underwater Imagery for Benthic Habitat Mapping.

[BibT_eX]

[DOI]

Proceedings of the 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective, 2023

Object Detection Difficulty: Suppressing Over-aggregation for Faster and Better Video Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-Vision.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Plug n' Play Channel Shuffle Module for Enhancing Tiny Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

No Token Left Behind: Efficient Vision Transformer via Dynamic Token Idling.

[BibT_eX]

[DOI]

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

AP-GAN: Adversarial patch attack on content-based image retrieval systems.

[BibT_eX]

[DOI]

GeoInformatica, 2022

Multi-modal Sensor Data Fusion for In-situ Classification of Animal Behavior Using Accelerometry and GNSS Data.

[BibT_eX]

[DOI]

CoRR, 2022

Improved Feature Distillation via Projector Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-modal sensing for behaviour recognition.

[BibT_eX]

[DOI]

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

A real-time edge-AI system for reef surveys.

[BibT_eX]

[DOI]

Lachlan Tychsen-Smith

David Ahmedt-Aristizabal

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

In-situ data curation: a key to actionable AI at the edge.

[BibT_eX]

[DOI]

Lachlan Tychsen-Smith

David Ahmedt-Aristizabal

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

Instant Graph Neural Networks for Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

STAR-GNN: Spatial-Temporal Video Representation for Content-Based Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

InvisibiliTee: Angle-Agnostic Cloaking from Person-Tracking Systems with a Tee.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

EvAnGCN: Evolving Graph Deep Neural Network Based Anomaly Detection in Blockchain.

[BibT_eX]

[DOI]

Vatsal Patel

Sutharshan Rajasegarar

Lei Pan

Jiajun Liu

Liming Zhu

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the ACSW 2022: Australasian Computer Science Week 2022, Brisbane, Australia, February 14, 2022

2021

Pyramid regional graph representation learning for content-based video retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2021

The CSIRO Crown-of-Thorn Starfish Detection Dataset.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

2019

Unsupervised Adversarial Attacks on Deep Feature-based Retrieval with GAN.

[BibT_eX]

[DOI]

CoRR, 2019

RUM: Network Representation Learning Using Motifs.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

A deep cascade of neural networks for image inpainting, deblurring and denoising.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Zero-Shot Learning with Sparse Attribute Propagation.

[BibT_eX]

[DOI]

CoRR, 2018

Improving Person Re-identification by Body Parts Segmentation Generated by GAN.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Skip-Connected Deep Convolutional Autoencoder for Restoration of Document Images.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Learning in high-dimensional multimedia data: the state of the art.

[BibT_eX]

[DOI]

Multim. Syst., 2017

RUM: network Representation learning throUgh Multi-level structural information preservation.

[BibT_eX]

[DOI]

CoRR, 2017

A Novel Framework for Online Sales Burst Prediction.

[BibT_eX]

[DOI]

Rui Chen

Jiajun Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016

A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

From the lab into the wild: Design and deployment methods for multi-modal tracking platforms.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2016

Finding regions of interest using location based social media.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Prediction-based Unobstructed Route Planning.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Multi-view ensemble learning for dementia diagnosis from neuroimaging: An artificial neural network approach.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Learning abstract snippet detectors with Temporal embedding in convolutional neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

VID Join: Mapping Trajectories to Points of Interest to Support Location-Based Services.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2015

Dimension reduction with meta object-groups for efficient image retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Planning unobstructed paths in traffic-aware spatial networks.

[BibT_eX]

[DOI]

GeoInformatica, 2015

Temporal Embedding in Convolutional Neural Networks for Robust Learning of Abstract Snippets.

[BibT_eX]

[DOI]

CoRR, 2015

Interactive Top-k Spatial Keyword queries.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Bounded Quadrant System: Error-bounded trajectory compression on the go.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Multi-scale population and mobility estimation with geo-tagged Tweets.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

2014

On the Influence Propagation of Web Videos.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Understanding Human Mobility from Twitter.

[BibT_eX]

[DOI]

CoRR, 2014

Semi-supervised Feature Analysis for Multimedia Annotation by Mining Label Correlation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Human Mobility Prediction and Unobstructed Route Planning in Public Transport Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

2013

A Gram-Based String Paradigm for Efficient Video Subsequence Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Local image tagging via graph regularized joint group sparsity.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Near-duplicate video retrieval: Current research and future trends.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2013

Presenting diverse location views with real-time near-duplicate photo elimination.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Determination of Activities of Daily Living of independent living older people using environmentally placed sensors.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Robust cross-media transfer for visual event detection.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Discovering areas of interest with geo-tagged images and check-ins.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

2011

Correlation-based retrieval for heavily changed near-duplicate videos.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2011

UQMSG Experiments for TRECVID 2011.

[BibT_eX]

[DOI]

Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011

Effective data co-reduction for multimedia similarity search.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

Jiajun Liu

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