Yifang Yin

IEEE Trans. Intell. Transp. Syst., October, 2024

Predictability in Human Mobility: From Individual to Collective (Vision Paper).

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., June, 2024

Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Joint-Motion Mutual Learning for Pose Estimation in Videos.

[BibT_eX]

[DOI]

CoRR, 2024

PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search with Supplementary Materials.

[BibT_eX]

[DOI]

CoRR, 2024

Prompt-Enhanced Spatio-Temporal Graph Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2024

ShapeMoiré: Channel-Wise Shape-Guided Network for Image Demoiréing.

[BibT_eX]

[DOI]

CoRR, 2024

Aircraft Landing Time Prediction with Deep Learning on Trajectory Images.

[BibT_eX]

[DOI]

CoRR, 2024

Traj2Former: A Local Context-aware Snapshot and Sequential Dual Fusion Transformer for Trajectory Classification.

[BibT_eX]

[DOI]

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

Joint-Motion Mutual Learning for Pose Estimation in Video.

[BibT_eX]

[DOI]

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

Expressiveness is Effectiveness: Self-supervised Fashion-aware CLIP for Video-to-Shop Retrieval.

[BibT_eX]

[DOI]

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

Trajectory-Aware Task Coalition Assignment in Spatial Crowdsourcing (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Rethinking Human Motion Prediction with Symplectic Integral.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Prompt-Based Spatio-Temporal Graph Transfer Learning.

[BibT_eX]

[DOI]

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

SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multimodal Deep Learning for Robust Road Attribute Detection.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., December, 2023

Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Beyond Geo-localization: Fine-grained Orientation of Street-view Images by Cross-view Matching with Satellite Imagery with Supplementary Materials.

[BibT_eX]

[DOI]

CoRR, 2023

Emotionally Enhanced Talking Face Generation.

[BibT_eX]

[DOI]

CoRR, 2023

Cross-Modality Mutual Learning for Enhancing Smart Contract Vulnerability Detection on Bytecode.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection.

[BibT_eX]

[DOI]

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

DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues.

[BibT_eX]

[DOI]

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

PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search.

[BibT_eX]

[DOI]

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

A Multi-Teacher Assisted Knowledge Distillation Approach for Enhanced Face Image Authentication.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Emotionally Enhanced Talking Face Generation.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Multimedia Content Generation and Evaluation: New Methods and Practice, 2023

Joint Arrival-Departure Taxiway Scheduling Considering Departure Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Context-aware Aircraft Trajectory Prediction with Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Structure-Aware Method for Crowd-Sourced Sparse-to-Dense GPS Trajectory Image Generation.

[BibT_eX]

[DOI]

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

CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training.

[BibT_eX]

[DOI]

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

2022

GLPose: Global-Local Representation Learning for Human Pose Estimation.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

GPS2Vec: Pre-Trained Semantic Embeddings for Worldwide GPS Coordinates.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

A Context-enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Emotional Talking Faces: Making Videos More Expressive and Realistic.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM International Conference on Multimedia in Asia, 2022

Beyond Geo-localization: Fine-grained Orientation of Street-view Images by Cross-view Matching with Satellite Imagery.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Mix-Up Self-Supervised Learning for Contrast-Agnostic Applications.

[BibT_eX]

[DOI]

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

Parallel Edge-Image Learning for Image Inpainting.

[BibT_eX]

[DOI]

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

2021

Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Multi-context Aware Location Representations from Large-scale Geotagged Images.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Motion Prediction via Joint Dependency Modeling in Phase Space.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multimodal Fusion of Satellite Images and Crowdsourced GPS Traces for Robust Road Attribute Detection.

[BibT_eX]

[DOI]

See-Kiong Ng

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

GeoPalette: Road Segmentation with Limited Satellite Imagery.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

"Notic My Speech" - Blending Speech Patterns With Multimedia.

[BibT_eX]

[DOI]

CoRR, 2020

COBRA: Contrastive Bi-Modal Representation Algorithm.

[BibT_eX]

[DOI]

Vishaal Udandarao

Abhishek Maiti

Deepak Srivatsav

Suryatej Reddy Vyalla

Rajiv Ratn Shah

CoRR, 2020

An Enhanced GAN Model for Automatic Satellite-to-Map Image Conversion.

[BibT_eX]

[DOI]

See-Kiong Ng

IEEE Access, 2020

A Multi-task Learning Framework for Road Attribute Updating via Joint Analysis of Map Data and GPS Traces.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

SeekSuspect: retrieving suspects from criminal datasets using visual memory.

[BibT_eX]

[DOI]

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Zero-Shot Multi-View Indoor Localization via Graph Location Networks.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Mt-Gcn For Multi-Label Audio Tagging With Noisy Labels.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Grab-Posisi-L: A Labelled GPS Trajectory Dataset for Map Matching in Southeast Asia.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Interactive Rare-Category-of-Interest Mining from Large Datasets.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Multi-Level Fusion based Class-aware Attention Model for Weakly Labeled Audio Tagging.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Sextant: Grab's Scalable In-Memory Spatial Data Store for Real-Time K-Nearest Neighbour Search.

[BibT_eX]

[DOI]

Guanfeng Wang

Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

Multi-scale Graph Convolutional Network for Intersection Detection from GPS Trajectories.

[BibT_eX]

[DOI]

Abhinav Sunderrajan

Xiaocheng Huang

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2019

GPS2Vec: Towards Generating Worldwide GPS Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Grab-Posisi: An Extensive Real-Life GPS Trajectory Dataset in Southeast Asia.

[BibT_eX]

[DOI]

Shaolin Zheng

Ajay Bulusu

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility, 2019

Facefetch: An Efficient and Scalable Face Retrieval System That uses Your Visual Memory.

[BibT_eX]

[DOI]

Harsh Shrivastava

Rama Krishna P. V. N. S

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

Are You Paying Attention? Detecting Distracted Driving in Real-Time.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

GrabView: A Scalable Street View System for Images Taken from Different Devices.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

Lipper: Synthesizing Thy Speech Using Multi-View Lipreading.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Feature-based Map Matching for Low-Sampling-Rate GPS Trajectories.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2018

Encoded Semantic Tree for Automatic User Profiling Applied to Personalized Video Summarization.

[BibT_eX]

[DOI]

Roshan Thapliya

IEEE Trans. Circuits Syst. Video Technol., 2018

Learning and Fusing Multimodal Deep Features for Acoustic Scene Categorization.

[BibT_eX]

[DOI]

Rajiv Ratn Shah

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

A Multimodal Approach to Predict Social Media Popularity.

[BibT_eX]

[DOI]

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

MyLipper: A Personalized System for Speech Reconstruction using Multi-view Visual Feeds.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Multimedia, 2018

2017

Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-Free and More Effective.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Geographic information use in weakly-supervised deep learning for landmark recognition.

[BibT_eX]

[DOI]

Zhenguang Liu

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

2016

GeoUGV: user-generated mobile video dataset with fine granularity spatial metadata.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Multimedia Systems, 2016

Laplacian Sparse Coding of Scenes for Video Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Multimedia, 2016

Automatic geographic metadata correction for sensor-rich video sequences.

[BibT_eX]

[DOI]

Guanfeng Wang

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

A general feature-based map matching framework with trajectory simplification.

[BibT_eX]

[DOI]

Rajiv Ratn Shah

Proceedings of the 7th ACM SIGSPATIAL International Workshop on GeoStreaming, 2016

2015

Content vs. Context: Visual and Geographic Information Use in Video Landmark Retrieval.

[BibT_eX]

[DOI]