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ORCIDYifang Yin
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- affiliation (PhD 2016): National University of Singapore, Singapore
- affiliation (former): Northeastern University, Shenyang, China
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2020 – today
- 2024
[j13]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): 12 (2024)- [c51]Qiu Zhou, Jinming Cao, Hanchao Leng, Yifang Yin, Yu Kun, Roger Zimmermann:
SOGDet: Semantic-Occupancy Guided Multi-View 3D Object Detection. AAAI 2024: 7668-7676 - [c50]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: 5745-5746 - [i17]Liping Huang, Sheng Zhang, Yicheng Zhang, Yi Zhang, Yifang Yin:
Aircraft Landing Time Prediction with Deep Learning on Trajectory Images. CoRR abs/2401.01083 (2024) - [i16]Jinming Cao, Sicheng Shen, Qiu Zhou, Yifang Yin, Yangyan Li, Roger Zimmermann:
ShapeMoiré: Channel-Wise Shape-Guided Network for Image Demoiréing. CoRR abs/2404.18155 (2024) - [i15]Junfeng Hu, Xu Liu, Zhencheng Fan, Yifang Yin, Shili Xiang, Savitha Ramasamy, Roger Zimmermann:
Prompt-Enhanced Spatio-Temporal Graph Transfer Learning. CoRR abs/2405.12452 (2024) - [i14]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 abs/2406.13409 (2024) - 2023
- [j12]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): 9254-9268 (2023) - [j11]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): 27:1-27:25 (2023) - [c49]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: 21729-21739 - [c48]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: 486-489 - [c47]Yi Zhang, Yicheng Zhang, Sheng Zhang, Liping Huang, Yifang Yin:
Joint Arrival-Departure Taxiway Scheduling Considering Departure Uncertainty. ITSC 2023: 5286-5291 - [c46]Yifang Yin, Sheng Zhang, Yicheng Zhang, Yi Zhang, Shili Xiang:
Context-aware Aircraft Trajectory Prediction with Diffusion Models. ITSC 2023: 5312-5317 - [c45]Sahil Goyal, Sarthak Bhagat, Shagun Uppal, Hitkul Jangra, Yi Yu, Yifang Yin, Rajiv Ratn Shah:
Emotionally Enhanced Talking Face Generation. MCGE@MM 2023: 81-90 - [c44]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: 135-143 - [c43]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: 56-66 - [c42]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: 1504-1514 - [c41]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: 8035-8046 - [c40]Peng Qian, Zhenguang Liu, Yifang Yin, Qinming He:
Cross-Modality Mutual Learning for Enhancing Smart Contract Vulnerability Detection on Bytecode. WWW 2023: 2220-2229 - [i13]Sahil Goyal, Shagun Uppal, Sarthak Bhagat, Yi Yu, Yifang Yin, Rajiv Ratn Shah:
Emotionally Enhanced Talking Face Generation. CoRR abs/2303.11548 (2023) - [i12]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 abs/2307.03398 (2023) - [i11]Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann:
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection. CoRR abs/2308.09983 (2023) - [i10]Qiu Zhou, Jinming Cao, Hanchao Leng, Yifang Yin, Yu Kun, Roger Zimmermann:
SOGDet: Semantic-Occupancy Guided Multi-view 3D Object Detection. CoRR abs/2308.13794 (2023) - [i9]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 abs/2309.09526 (2023) - 2022
- [j10]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: 890-903 (2022) - [j9]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): 128:1-128:16 (2022) - [c39]Junfeng Hu, Chengxin Wang, Ying Zhang, Li Liu, Yifang Yin, Roger Zimmermann:
Parallel Edge-Image Learning for Image Inpainting. ICME 2022: 1-6 - [c38]Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann:
Mix-Up Self-Supervised Learning for Contrast-Agnostic Applications. ICME 2022: 1-6 - [c37]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: 6155-6164 - [c36]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: 42:1-42:3 - [c35]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: 1391-1400 - [i8]Pengxiang Su, Zhenguang Liu, Shuang Wu, Lei Zhu, Yifang Yin, Xuanjing Shen:
Motion Prediction via Joint Dependency Modeling in Phase Space. CoRR abs/2201.02365 (2022) - [i7]Yichen Zhang, Yifang Yin, Ying Zhang, Roger Zimmermann:
Mix-up Self-Supervised Learning for Contrast-agnostic Applications. CoRR abs/2204.00901 (2022) - 2021
- [c34]Ying Zhang, Yifang Yin, Zhenguang Liu, Roger Zimmermann:
A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis. AAAI 2021: 733-740 - [c33]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: 10709-10717 - [c32]Wenmiao Hu, Yifang Yin, Ying Kiat Tan, An Tran, Hannes Kruppa, Roger Zimmermann:
GeoPalette: Road Segmentation with Limited Satellite Imagery. SIGSPATIAL/GIS 2021: 95-98 - [c31]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: 107-116 - [c30]Pengxiang Su, Zhenguang Liu, Shuang Wu, Lei Zhu, Yifang Yin, Xuanjing Shen:
Motion Prediction via Joint Dependency Modeling in Phase Space. ACM Multimedia 2021: 713-721 - [c29]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: 899-907 - [i6]Junfeng Hu, Yuxuan Liang, Zhencheng Fan, Yifang Yin, Ying Zhang, Roger Zimmermann:
Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference. CoRR abs/2109.09506 (2021) - 2020
- [j8]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: 176704-176716 (2020) - [c28]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: 2645-2652 - [c27]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: 4965-4972 - [c26]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: 171-174 - [c25]Harsh Shrivastava, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
Mt-Gcn For Multi-Label Audio Tagging With Noisy Labels. ICASSP 2020: 136-140 - [c24]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: 3431-3440 - [c23]Aayush Jain, Meet Shah, Suraj Pandey, Mansi Agarwal, Rajiv Ratn Shah, Yifang Yin:
SeekSuspect: retrieving suspects from criminal datasets using visual memory. MMAsia 2020: 71:1-71:3 - [c22]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: 2662-2668 - [i5]Vishaal Udandarao, Abhishek Maiti, Deepak Srivatsav, Suryatej Reddy Vyalla, Yifang Yin, Rajiv Ratn Shah:
COBRA: Contrastive Bi-Modal Representation Algorithm. CoRR abs/2005.03687 (2020) - [i4]Dhruva Sahrawat, Yaman Kumar, Shashwat Aggarwal, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
"Notic My Speech" - Blending Speech Patterns With Multimedia. CoRR abs/2006.08599 (2020) - [i3]Meng-Jiun Chiou, Zhenguang Liu, Yifang Yin, Anan Liu, Roger Zimmermann:
Zero-Shot Multi-View Indoor Localization via Graph Location Networks. CoRR abs/2008.02492 (2020)
2010 – 2019
- 2019
- [c21]Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann:
Lipper: Synthesizing Thy Speech Using Multi-View Lipreading. AAAI 2019: 2588-2595 - [c20]Maitree Leekha, Mononito Goswami, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann:
Are You Paying Attention? Detecting Distracted Driving in Real-Time. BigMM 2019: 171-180 - [c19]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: 302-304 - [c18]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: 338-347 - [c17]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: 1-10 - [c16]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: 36-39 - [c15]Yifang Yin, Zhenguang Liu, Ying Zhang, Sheng Wang, Rajiv Ratn Shah, Roger Zimmermann:
GPS2Vec: Towards Generating Worldwide GPS Embeddings. SIGSPATIAL/GIS 2019: 416-419 - [c14]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: 243-251 - [c13]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: 1304-1312 - [i2]Yaman Kumar, Rohit Jain, Khwaja Mohd. Salik, Rajiv Ratn Shah, Yifang Yin, Roger Zimmermann:
Lipper: Synthesizing Thy Speech using Multi-View Lipreading. CoRR abs/1907.01367 (2019) - 2018
- [j7]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): 181-192 (2018) - [j6]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): 4:1-4:24 (2018) - [c12]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: 159-166 - [c11]Mayank Meghawat, Satyendra Yadav, Debanjan Mahata, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
A Multimodal Approach to Predict Social Media Popularity. MIPR 2018: 190-195 - [c10]Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
Learning and Fusing Multimodal Deep Features for Acoustic Scene Categorization. ACM Multimedia 2018: 1892-1900 - [i1]Mayank Meghawat, Satyendra Yadav, Debanjan Mahata, Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
A Multimodal Approach to Predict Social Media Popularity. CoRR abs/1807.05959 (2018) - 2017
- [j5]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): 874-888 (2017) - [c9]Yifang Yin, Zhenguang Liu, Roger Zimmermann:
Geographic information use in weakly-supervised deep learning for landmark recognition. ICME 2017: 1015-1020 - 2016
- [c8]Yifang Yin, Rajiv Ratn Shah, Roger Zimmermann:
A general feature-based map matching framework with trajectory simplification. IWGS@SIGSPATIAL 2016: 7:1-7:10 - [c7]Yifang Yin, Guanfeng Wang, Roger Zimmermann:
Automatic geographic metadata correction for sensor-rich video sequences. SIGSPATIAL/GIS 2016: 24:1-24:10 - [c6]Yifang Yin, Zhenguang Liu, Satyam, Roger Zimmermann:
Laplacian Sparse Coding of Scenes for Video Classification. ISM 2016: 499-506 - [c5]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: 43:1-43:6 - 2015
- [j4]Yifang Yin, Yi Yu, Roger Zimmermann:
On Generating Content-Oriented Geo Features for Sensor-Rich Outdoor Video Search. IEEE Trans. Multim. 17(10): 1760-1772 (2015) - [j3]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): 39:1-39:21 (2015) - [c4]Yifang Yin, Luming Zhang, Roger Zimmermann:
Exploiting Spatial Relationship between Scenes for Hierarchical Video Geotagging. ICMR 2015: 363-370 - 2014
- [j2]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): 162-168 (2014) - [j1]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): 29:1-29:21 (2014) - 2013
- [c3]Guanfeng Wang, Yifang Yin, Beomjoo Seo, Roger Zimmermann, Zhijie Shen:
Orientation data correction with georeferenced mobile videos. SIGSPATIAL/GIS 2013: 390-393 - [c2]Guanfeng Wang, Beomjoo Seo, Yifang Yin, Roger Zimmermann, Zhijie Shen:
OSCOR: an orientation sensor data correction system for mobile generated contents. ACM Multimedia 2013: 439-440 - 2012
- [c1]Tiancheng Zhang, Yifang Yin, Dejun Yue, Qian Ma, Ge Yu:
A Simulation Platform for RFID Application Deployment Supporting Multiple Scenarios. CIS 2012: 563-567
Coauthor Index
[j13] [c51] [c50] [i16] [i15] [i14] [j12] [j11] [c49] [c48] [c44] [c43] [c42] [i12] [i11] [i10] [j10] [c39] [c38] [c37] [c35] [i7] [c34] [c33] [c32] [c31] [c29] [i6] [j8] [c28] [c26] [c25] [c24] [c22] [i4] [i3] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [i2] [j7] [j6] [c12] [c11] [c10] [i1] [j5] [c9] [c8] [c7] [c6] [c5] [j4] [j3] [c4] [j1] [c3] [c2]
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