Yifang Yin

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 73

Top Topics

Fine Granularity

Video Annotation

Satellite Imagery

Top Venues

Publications

Yuan Xie, Fan Wu, Xu Zhou, Wensheng Luo, Yifang Yin, Roger Zimmermann, Keqin Li, Kenli Li
Trajectory-Aware Task Coalition Assignment in Spatial Crowdsourcing (Extended Abstract). ICDE (2024)
Ying Zhang, Zhiwen Yu, Minling Dang, En Xu, Bin Guo, Yuxun Liang, Yifang Yin, Roger Zimmermann
Predictability in Human Mobility: From Individual to Collective (Vision Paper). ACM Trans. Spatial Algorithms Syst. 10 (2) (2024)
Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Xianjing Han, Yifang Yin, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann
PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search with Supplementary Materials. CoRR (2024)
Junfeng Hu, Xu Liu, Zhencheng Fan, Yifang Yin, Shili Xiang, Savitha Ramasamy, Roger Zimmermann
Prompt-Enhanced Spatio-Temporal Graph Transfer Learning. CoRR (2024)
Liping Huang, Sheng Zhang, Yicheng Zhang, Yi Zhang, Yifang Yin
Aircraft Landing Time Prediction with Deep Learning on Trajectory Images. CoRR (2024)
Jinming Cao, Sicheng Shen, Qiu Zhou, Yifang Yin, Yangyan Li, Roger Zimmermann
ShapeMoiré: Channel-Wise Shape-Guided Network for Image Demoiréing. CoRR (2024)
Qiu Zhou, Jinming Cao, Hanchao Leng, Yifang Yin, Yu Kun, Roger Zimmermann
SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection. AAAI (2024)
Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Yifang Yin, Andrei Georgescu, An Tran, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann
Beyond Geo-localization: Fine-grained Orientation of Street-view Images by Cross-view Matching with Satellite Imagery with Supplementary Materials. CoRR (2023)
Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Xianjing Han, Yifang Yin, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann
PetalView: Fine-grained Location and Orientation Extraction of Street-view Images via Cross-view Local Search. ACM Multimedia (2023)
Sahil Goyal, Sarthak Bhagat, Shagun Uppal, Hitkul Jangra, Yi Yu, Yifang Yin, Rajiv Ratn Shah
Emotionally Enhanced Talking Face Generation. MCGE@MM (2023)
Yi Zhang, Yicheng Zhang, Sheng Zhang, Liping Huang, Yifang Yin
Joint Arrival-Departure Taxiway Scheduling Considering Departure Uncertainty. ITSC (2023)
Peng Qian, Zhenguang Liu, Yifang Yin, Qinming He
Cross-Modality Mutual Learning for Enhancing Smart Contract Vulnerability Detection on Bytecode. WWW (2023)
Tiancong Cheng, Ying Zhang, Yifang Yin, Roger Zimmermann, Zhiwen Yu, Bin Guo
A Multi-Teacher Assisted Knowledge Distillation Approach for Enhanced Face Image Authentication. ICMR (2023)
Yifang Yin, Sheng Zhang, Yicheng Zhang, Yi Zhang, Shili Xiang
Context-aware Aircraft Trajectory Prediction with Diffusion Models. ITSC (2023)
Kun Pan, Yifang Yin, Yao Wei, Feng Lin, Zhongjie Ba, Zhenguang Liu, Zhibo Wang, Lorenzo Cavallaro, Kui Ren
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues. CoRR (2023)
Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection. ACM Multimedia (2023)
Kun Pan, Yifang Yin, Yao Wei, Feng Lin, Zhongjie Ba, Zhenguang Liu, Zhibo Wang, Lorenzo Cavallaro, Kui Ren
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues. ACM Multimedia (2023)
Yifang Yin, Wenmiao Hu, Zhenguang Liu, Guanfeng Wang, Shili Xiang, Roger Zimmermann
CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training. ICCV (2023)
Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann
Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Yifang Yin, Wenmiao Hu, An Tran, Ying Zhang, Guanfeng Wang, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng
Multimodal Deep Learning for Robust Road Attribute Detection. ACM Trans. Spatial Algorithms Syst. 9 (4) (2023)
Ying Zhang, Yifang Yin, Roger Zimmermann, Zhiwen Yu
A Structure-Aware Method for Crowd-Sourced Sparse-to-Dense GPS Trajectory Image Generation. ICME Workshops (2023)
Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection. CoRR (2023)
Sahil Goyal, Shagun Uppal, Sarthak Bhagat, Yi Yu, Yifang Yin, Rajiv Ratn Shah
Emotionally Enhanced Talking Face Generation. CoRR (2023)
Qiu Zhou, Jinming Cao, Hanchao Leng, Yifang Yin, Yu Kun, Roger Zimmermann
SOGDet: Semantic-Occupancy Guided Multi-view 3D Object Detection. CoRR (2023)
Wenmiao Hu, Yichen Zhang, Yuxuan Liang, Yifang Yin, Andrei Georgescu, An Tran, Hannes Kruppa, See-Kiong Ng, Roger Zimmermann
Beyond Geo-localization: Fine-grained Orientation of Street-view Images by Cross-view Matching with Satellite Imagery. ACM Multimedia (2022)
Yingying Jiao, Haipeng Chen, Runyang Feng, Haoming Chen, Sifan Wu, Yifang Yin, Zhenguang Liu
GLPose: Global-Local Representation Learning for Human Pose Estimation. ACM Trans. Multim. Comput. Commun. Appl. 18 (2s) (2022)
Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann
Mix-up Self-Supervised Learning for Contrast-agnostic Applications. CoRR (2022)
Junfeng Hu, Chengxin Wang, Ying Zhang, Li Liu, Yifang Yin, Roger Zimmermann
Parallel Edge-Image Learning for Image Inpainting. ICME (2022)
Yifang Yin, Wenmiao Hu, An Tran, Hannes Kruppa, Roger Zimmermann, See-Kiong Ng
A Context-enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection. WACV (2022)
Sahil Goyal, Shagun Uppal, Sarthak Bhagat, Dhroov Goel, Sakshat Mali, Yi Yu, Yifang Yin, Rajiv Ratn Shah
Emotional Talking Faces: Making Videos More Expressive and Realistic. MMAsia (2022)
Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann
Mix-Up Self-Supervised Learning for Contrast-Agnostic Applications. ICME (2022)
Pengxiang Su, Zhenguang Liu, Shuang Wu, Lei Zhu, Yifang Yin, Xuanjing Shen
Motion Prediction via Joint Dependency Modeling in Phase Space. CoRR (2022)
Yifang Yin, Ying Zhang, Zhenguang Liu, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann
GPS2Vec: Pre-Trained Semantic Embeddings for Worldwide GPS Coordinates. IEEE Trans. Multim. 24 (2022)
Wenmiao Hu, Yifang Yin, Ying Kiat Tan, An Tran, Hannes Kruppa, Roger Zimmermann
GeoPalette: Road Segmentation with Limited Satellite Imagery. SIGSPATIAL/GIS (2021)
Yifang Yin, Harsh Shrivastava, Ying Zhang, Zhenguang Liu, Rajiv Ratn Shah, Roger Zimmermann
Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning. AAAI (2021)
Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Yifang Yin, Ying Zhang, Roger Zimmermann
Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference. CoRR (2021)
Pengxiang Su, Zhenguang Liu, Shuang Wu, Lei Zhu, Yifang Yin, Xuanjing Shen
Motion Prediction via Joint Dependency Modeling in Phase Space. ACM Multimedia (2021)
Yifang Yin, Ying Zhang, Zhenguang Liu, Yuxuan Liang, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann
Learning Multi-context Aware Location Representations from Large-scale Geotagged Images. ACM Multimedia (2021)
Yifang Yin, An Tran, Ying Zhang, Wenmiao Hu, Guanfeng Wang, Jagannadan Varadarajan, Roger Zimmermann, See-Kiong Ng
Multimodal Fusion of Satellite Images and Crowdsourced GPS Traces for Robust Road Attribute Detection. SIGSPATIAL/GIS (2021)
Ying Zhang, Yifang Yin, Zhenguang Liu, Roger Zimmermann
A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis. AAAI (2021)
Yifang Yin, Jagannadan Varadarajan, Guanfeng Wang, Xueou Wang, Dhruva Sahrawat, Roger Zimmermann, See-Kiong Ng
A Multi-task Learning Framework for Road Attribute Updating via Joint Analysis of Map Data and GPS Traces. WWW (2020)
Aayush Jain, Meet Shah, Suraj Pandey, Mansi Agarwal, Rajiv Ratn Shah, Yifang Yin
SeekSuspect: retrieving suspects from criminal datasets using visual memory. MMAsia (2020)
Yaman Kumar, Dhruva Sahrawat, Shubham Maheshwari, Debanjan Mahata, Amanda Stent, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann
Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition. AAAI (2020)
Zhengmin Xu, Yifang Yin, Chengcheng Dai, Xiaocheng Huang, Robinson Kudali, Jinal Foflia, Guanfeng Wang, Roger Zimmermann
Grab-Posisi-L: A Labelled GPS Trajectory Dataset for Map Matching in Southeast Asia. SIGSPATIAL/GIS (2020)
Meng-Jiun Chiou, Zhenguang Liu, Yifang Yin, An-An Liu, Roger Zimmermann
Zero-Shot Multi-View Indoor Localization via Graph Location Networks. ACM Multimedia (2020)
Dhruva Sahrawat, Yaman Kumar, Shashwat Aggarwal, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann
"Notic My Speech" - Blending Speech Patterns With Multimedia. CoRR (2020)
Zhenguang Liu, Sihao Hu, Yifang Yin, Jianhai Chen, Kevin Chiew, Luming Zhang, Zetian Wu
Interactive Rare-Category-of-Interest Mining from Large Datasets. AAAI (2020)
Meng-Jiun Chiou, Zhenguang Liu, Yifang Yin, Anan Liu, Roger Zimmermann
Zero-Shot Multi-View Indoor Localization via Graph Location Networks. CoRR (2020)
Harsh Shrivastava, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann
Mt-Gcn For Multi-Label Audio Tagging With Noisy Labels. ICASSP (2020)
Ying Zhang, Yifang Yin, Roger Zimmermann, Guanfeng Wang, Jagannadan Varadarajan, See-Kiong Ng
An Enhanced GAN Model for Automatic Satellite-to-Map Image Conversion. IEEE Access 8 (2020)
Vishaal Udandarao, Abhishek Maiti, Deepak Srivatsav, Suryatej Reddy Vyalla, Yifang Yin, Rajiv Ratn Shah
COBRA: Contrastive Bi-Modal Representation Algorithm. CoRR (2020)
Yifang Yin, Abhinav Sunderrajan, Xiaocheng Huang, Jagannadan Varadarajan, Guanfeng Wang, Dhruva Sahrawat, Ying Zhang, Roger Zimmermann, See-Kiong Ng
Multi-scale Graph Convolutional Network for Intersection Detection from GPS Trajectories. GeoAI@SIGSPATIAL (2019)
Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann
Lipper: Synthesizing Thy Speech Using Multi-View Lipreading. AAAI (2019)
Harsh Shrivastava, Rama Krishna P. V. N. S, Karmanya Aggarwal, Meghna P. Ayyar, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann
Facefetch: An Efficient and Scalable Face Retrieval System That uses Your Visual Memory. BigMM (2019)
Jiong Huang, Yifang Yin, Roger Zimmermann, Sheng Hu, Yun Wang, Chunhong Zhao, Guanfeng Wang, Xudong He, Xiaocheng Huang, Shaolin Zheng, Tom Galloway
GrabView: A Scalable Street View System for Images Taken from Different Devices. BigMM (2019)
Zhiyin Zhang, Xiaocheng Huang, Chaotang Sun, Shaolin Zheng, Bo Hu, Jagannadan Varadarajan, Yifang Yin, Roger Zimmermann, Guanfeng Wang
Sextant: Grab's Scalable In-Memory Spatial Data Store for Real-Time K-Nearest Neighbour Search. MDM (2019)
Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann
Lipper: Synthesizing Thy Speech using Multi-View Lipreading. CoRR (2019)
Yifang Yin, Zhenguang Liu, Ying Zhang, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann
GPS2Vec: Towards Generating Worldwide GPS Embeddings. SIGSPATIAL/GIS (2019)
Maitree Leekha, Mononito Goswami, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann
Are You Paying Attention? Detecting Distracted Driving in Real-Time. BigMM (2019)
Xiaocheng Huang, Yifang Yin, Simon Lim, Guanfeng Wang, Bo Hu, Jagannadan Varadarajan, Shaolin Zheng, Ajay Bulusu, Roger Zimmermann
Grab-Posisi: An Extensive Real-Life GPS Trajectory Dataset in Southeast Asia. PredictGIS@SIGSPATIAL (2019)
Yifang Yin, Meng-Jiun Chiou, Zhenguang Liu, Harsh Shrivastava, Rajiv Ratn Shah, Roger Zimmermann
Multi-Level Fusion based Class-aware Attention Model for Weakly Labeled Audio Tagging. ACM Multimedia (2019)
Mayank Meghawat, Satyendra Yadav, Debanjan Mahata, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann
A Multimodal Approach to Predict Social Media Popularity. MIPR (2018)
Yifang Yin, Rajiv Ratn Shah, Guanfeng Wang, Roger Zimmermann
Feature-based Map Matching for Low-Sampling-Rate GPS Trajectories. ACM Trans. Spatial Algorithms Syst. 4 (2) (2018)
Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Roger Zimmermann, Yifang Yin
MyLipper: A Personalized System for Speech Reconstruction using Multi-view Visual Feeds. ISM (2018)
Mayank Meghawat, Satyendra Yadav, Debanjan Mahata, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann
A Multimodal Approach to Predict Social Media Popularity. CoRR (2018)
Yifang Yin, Roshan Thapliya, Roger Zimmermann
Encoded Semantic Tree for Automatic User Profiling Applied to Personalized Video Summarization. IEEE Trans. Circuits Syst. Video Technol. 28 (1) (2018)
Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann
Learning and Fusing Multimodal Deep Features for Acoustic Scene Categorization. ACM Multimedia (2018)
Yifang Yin, Zhenguang Liu, Roger Zimmermann
Geographic information use in weakly-supervised deep learning for landmark recognition. ICME (2017)
Zhenguang Liu, Luming Zhang, Qi Liu, Yifang Yin, Li Cheng, Roger Zimmermann
Fusion of Magnetic and Visual Sensors for Indoor Localization: Infrastructure-Free and More Effective. IEEE Trans. Multim. 19 (4) (2017)
Ying Lu, Hien To, Abdullah Alfarrarjeh, Seon Ho Kim, Yifang Yin, Roger Zimmermann, Cyrus Shahabi
GeoUGV: user-generated mobile video dataset with fine granularity spatial metadata. MMSys (2016)
Yifang Yin, Guanfeng Wang, Roger Zimmermann
Automatic geographic metadata correction for sensor-rich video sequences. SIGSPATIAL/GIS (2016)
Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann
A general feature-based map matching framework with trajectory simplification. IWGS@SIGSPATIAL (2016)
Yifang Yin, Zhenguang Liu, Satyam, Roger Zimmermann
Laplacian Sparse Coding of Scenes for Video Classification. ISM (2016)
Yifang Yin, Beomjoo Seo, Roger Zimmermann
Content vs. Context: Visual and Geographic Information Use in Video Landmark Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 11 (3) (2015)
Yifang Yin, Luming Zhang, Roger Zimmermann
Exploiting Spatial Relationship between Scenes for Hierarchical Video Geotagging. ICMR (2015)
Yifang Yin, Yi Yu, Roger Zimmermann
On Generating Content-Oriented Geo Features for Sensor-Rich Outdoor Video Search. IEEE Trans. Multim. 17 (10) (2015)
Tiancheng Zhang, Yifang Yin, Dejun Yue, Xirui Wang, Ge Yu
Research and Implementation of an RFID Simulation System Supporting Trajectory Analysis. J. Softw. 9 (1) (2014)
Yifang Yin, Zhijie Shen, Luming Zhang, Roger Zimmermann
Spatial-Temporal Tag Mining for Automatic Geospatial Video Annotation. ACM Trans. Multim. Comput. Commun. Appl. 11 (2) (2014)
Guanfeng Wang, Beomjoo Seo, Yifang Yin, Roger Zimmermann, Zhijie Shen
OSCOR: an orientation sensor data correction system for mobile generated contents. ACM Multimedia (2013)
Guanfeng Wang, Yifang Yin, Beomjoo Seo, Roger Zimmermann, Zhijie Shen
Orientation data correction with georeferenced mobile videos. SIGSPATIAL/GIS (2013)
Tiancheng Zhang, Yifang Yin, Dejun Yue, Qian Ma, Ge Yu
A Simulation Platform for RFID Application Deployment Supporting Multiple Scenarios. CIS (2012)