Yifang Yin

According to our database, Yifang Yin authored at least 68 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Aircraft Landing Time Prediction with Deep Learning on Trajectory Images.

Liping Huang, Sheng Zhang, Yicheng Zhang, Yi Zhang, Yifang Yin

CoRR, 2024

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

Qiu Zhou, Jinming Cao, Hanchao Leng, Yifang Yin, Yu Kun, Roger Zimmermann

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

2023

Multimodal Deep Learning for Robust Road Attribute Detection.

Yifang Yin, Wenmiao Hu, An Tran, Ying Zhang, Guanfeng Wang, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng

ACM Trans. Spatial Algorithms Syst., December, 2023

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

Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann

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.

Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Yifang Yin, Andrei Georgescu, An Tran, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann

CoRR, 2023

Emotionally Enhanced Talking Face Generation.

Sahil Goyal, Shagun Uppal, Sarthak Bhagat, Yi Yu, Yifang Yin, Rajiv Ratn Shah

CoRR, 2023

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

Peng Qian, Zhenguang Liu, Yifang Yin, Qinming He

Proceedings of the ACM Web Conference 2023, 2023

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

Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann

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

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

Kun Pan, Yifang Yin, Yao Wei, Feng Lin, Zhongjie Ba, Zhenguang Liu, Zhibo Wang, Lorenzo Cavallaro, Kui Ren

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.

Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Xianjing Han, Yifang Yin, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann

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

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

Tiancong Cheng, Ying Zhang, Yifang Yin, Roger Zimmermann, Zhiwen Yu, Bin Guo

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

Emotionally Enhanced Talking Face Generation.

Sahil Goyal, Sarthak Bhagat, Shagun Uppal, Hitkul Jangra, Yi Yu, Yifang Yin, Rajiv Ratn Shah

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.

Yi Zhang, Yicheng Zhang, Sheng Zhang, Liping Huang, Yifang Yin

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

Context-aware Aircraft Trajectory Prediction with Diffusion Models.

Yifang Yin, Sheng Zhang, Yicheng Zhang, Yi Zhang, Shili Xiang

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.

Ying Zhang, Yifang Yin, Roger Zimmermann, Zhiwen Yu

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

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

Yifang Yin, Wenmiao Hu, Zhenguang Liu, Guanfeng Wang, Shili Xiang, Roger Zimmermann

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

2022

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

Yingying Jiao, Haipeng Chen, Runyang Feng, Haoming Chen, Sifan Wu, Yifang Yin, Zhenguang Liu

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

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

Yifang Yin, Ying Zhang, Zhenguang Liu, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann

IEEE Trans. Multim., 2022

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

Yifang Yin, Wenmiao Hu, An Tran, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng

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

Emotional Talking Faces: Making Videos More Expressive and Realistic.

Sahil Goyal, Shagun Uppal, Sarthak Bhagat, Dhroov Goel, Sakshat Mali, Yi Yu, Yifang Yin, Rajiv Ratn Shah

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.

Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Yifang Yin, Andrei Georgescu, An Tran, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann

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.

Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann

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

Parallel Edge-Image Learning for Image Inpainting.

Junfeng Hu, Chengxin Wang, Ying Zhang, Li Liu, Yifang Yin, Roger Zimmermann

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

2021

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

Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Yifang Yin, Ying Zhang, Roger Zimmermann

CoRR, 2021

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

Yifang Yin, Ying Zhang, Zhenguang Liu, Yuxuan Liang, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann

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

Motion Prediction via Joint Dependency Modeling in Phase Space.

Pengxiang Su, Zhenguang Liu, Shuang Wu, Lei Zhu, Yifang Yin, Xuanjing Shen

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.

Yifang Yin, An Tran, Ying Zhang, Wenmiao Hu, Guanfeng Wang, Jagannadan Varadarajan, Roger Zimmermann, 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.

Wenmiao Hu, Yifang Yin, Ying Kiat Tan, An Tran, Hannes Kruppa, Roger Zimmermann

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.

Yifang Yin, Harsh Shrivastava, Ying Zhang, Zhenguang Liu, Rajiv Ratn Shah, Roger Zimmermann

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

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

Ying Zhang, Yifang Yin, Zhenguang Liu, Roger Zimmermann

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

2020

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

Dhruva Sahrawat, Yaman Kumar, Shashwat Aggarwal, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann

CoRR, 2020

COBRA: Contrastive Bi-Modal Representation Algorithm.

Vishaal Udandarao, Abhishek Maiti, Deepak Srivatsav, Suryatej Reddy Vyalla, Yifang Yin, Rajiv Ratn Shah

CoRR, 2020

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

Ying Zhang, Yifang Yin, Roger Zimmermann, Guanfeng Wang, Jagannadan Varadarajan, See-Kiong Ng

IEEE Access, 2020

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

Yifang Yin, Jagannadan Varadarajan, Guanfeng Wang, Xueou Wang, Dhruva Sahrawat, Roger Zimmermann, See-Kiong Ng

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.

Aayush Jain, Meet Shah, Suraj Pandey, Mansi Agarwal, Rajiv Ratn Shah, Yifang Yin

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

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

Meng-Jiun Chiou, Zhenguang Liu, Yifang Yin, An-An Liu, Roger Zimmermann

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

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

Harsh Shrivastava, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Zhengmin Xu, Yifang Yin, Chengcheng Dai, Xiaocheng Huang, Robinson Kudali, Jinal Foflia, Guanfeng Wang, Roger Zimmermann

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

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

Zhenguang Liu, Sihao Hu, Yifang Yin, Jianhai Chen, Kevin Chiew, Luming Zhang, Zetian Wu

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

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

Yaman Kumar, Dhruva Sahrawat, Shubham Maheshwari, Debanjan Mahata, Amanda Stent, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann

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.

Yifang Yin, Meng-Jiun Chiou, Zhenguang Liu, Harsh Shrivastava, Rajiv Ratn Shah, Roger Zimmermann

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.

Zhiyin Zhang, Xiaocheng Huang, Chaotang Sun, Shaolin Zheng, Bo Hu, Jagannadan Varadarajan, Yifang Yin, Roger Zimmermann, 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.

Yifang Yin, Abhinav Sunderrajan, Xiaocheng Huang, Jagannadan Varadarajan, Guanfeng Wang, Dhruva Sahrawat, Ying Zhang, Roger Zimmermann, See-Kiong Ng

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

GPS2Vec: Towards Generating Worldwide GPS Embeddings.

Yifang Yin, Zhenguang Liu, Ying Zhang, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann

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.

Xiaocheng Huang, Yifang Yin, Simon Lim, Guanfeng Wang, Bo Hu, Jagannadan Varadarajan, Shaolin Zheng, Ajay Bulusu, Roger Zimmermann

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.

Harsh Shrivastava, Rama Krishna P. V. N. S, Karmanya Aggarwal, Meghna P. Ayyar, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann

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

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

Maitree Leekha, Mononito Goswami, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann

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

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

Jiong Huang, Yifang Yin, Roger Zimmermann, Sheng Hu, Yun Wang, Chunhong Zhao, Guanfeng Wang, Xudong He, Xiaocheng Huang, Shaolin Zheng, Tom Galloway

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

Lipper: Synthesizing Thy Speech Using Multi-View Lipreading.

Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann

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

2018

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

Yifang Yin, Rajiv Ratn Shah, Guanfeng Wang, Roger Zimmermann

ACM Trans. Spatial Algorithms Syst., 2018

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

Yifang Yin, Roshan Thapliya, Roger Zimmermann

IEEE Trans. Circuits Syst. Video Technol., 2018

Learning and Fusing Multimodal Deep Features for Acoustic Scene Categorization.

Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann

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

A Multimodal Approach to Predict Social Media Popularity.

Mayank Meghawat, Satyendra Yadav, Debanjan Mahata, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann

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.

Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Roger Zimmermann, Yifang Yin

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.

Zhenguang Liu, Luming Zhang, Qi Liu, Yifang Yin, Li Cheng, Roger Zimmermann

IEEE Trans. Multim., 2017

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

Yifang Yin, Zhenguang Liu, Roger Zimmermann

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

2016

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

Ying Lu, Hien To, Abdullah Alfarrarjeh, Seon Ho Kim, Yifang Yin, Roger Zimmermann, Cyrus Shahabi

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

Laplacian Sparse Coding of Scenes for Video Classification.

Yifang Yin, Zhenguang Liu, Satyam, Roger Zimmermann

Proceedings of the IEEE International Symposium on Multimedia, 2016

Automatic geographic metadata correction for sensor-rich video sequences.

Yifang Yin, Guanfeng Wang, Roger Zimmermann

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.

Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann

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

2015

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

Yifang Yin, Beomjoo Seo, Roger Zimmermann

ACM Trans. Multim. Comput. Commun. Appl., 2015

On Generating Content-Oriented Geo Features for Sensor-Rich Outdoor Video Search.

Yifang Yin, Yi Yu, Roger Zimmermann

IEEE Trans. Multim., 2015

Exploiting Spatial Relationship between Scenes for Hierarchical Video Geotagging.

Yifang Yin, Luming Zhang, Roger Zimmermann

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

2014

Spatial-Temporal Tag Mining for Automatic Geospatial Video Annotation.

Yifang Yin, Zhijie Shen, Luming Zhang, Roger Zimmermann

ACM Trans. Multim. Comput. Commun. Appl., 2014

Research and Implementation of an RFID Simulation System Supporting Trajectory Analysis.

Tiancheng Zhang, Yifang Yin, Dejun Yue, Xirui Wang, Ge Yu

J. Softw., 2014

2013

OSCOR: an orientation sensor data correction system for mobile generated contents.

Guanfeng Wang, Beomjoo Seo, Yifang Yin, Roger Zimmermann, Zhijie Shen

Proceedings of the ACM Multimedia Conference, 2013

Orientation data correction with georeferenced mobile videos.

Guanfeng Wang, Yifang Yin, Beomjoo Seo, Roger Zimmermann, Zhijie Shen

Proceedings of the 21st SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013

2012

A Simulation Platform for RFID Application Deployment Supporting Multiple Scenarios.

Tiancheng Zhang, Yifang Yin, Dejun Yue, Qian Ma, Ge Yu

Proceedings of the Eighth International Conference on Computational Intelligence and Security, 2012