Scholar
Yifang Yin
Google Scholar ID: TRfTdBAAAAAJ
Institute for Infocomm Research (I2R), A*STAR, Singapore
Citations & Impact
Citations
1,190
H-index
19
i10-index
34
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - ICCV 2023: "CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training"
- - WWW 2023: "Cross-Modality Mutual Learning for Enhancing Smart Contract Vulnerability Detection on Bytecode"
- - TMM 2022: "GPS2Vec: Pre-trained Semantic Embeddings for Worldwide GPS Coordinates"
- - WACV 2022: "A Context-enriched Satellite Imagery Dataset and an Approach for Parking Lot Detection"
- - AAAI 2021: "Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning"
- - AAAI 2021: "A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis"
- - ACM MM 2021: "Learning Multi-context Aware Location Representations from Large-scale Geotagged Images"
- - SIGSPATIAL 2021: "Multimodal Fusion of Satellite Images and Crowdsourced GPS Robust Road Attribute Detection" (Best Paper Candidate!)
- - AAAI 2020: "Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition"
Research Experience
- - Scientist at the Machine Intellection Department, Institute for Infocomm Research, A*STAR
- - Senior Research Fellow at Grab-NUS AI Lab
- - Research Intern at the Incubation Center, Research and Technology Group, Fuji Xerox Co., Ltd., Japan (October 2014 - March 2015)
Education
- - Ph.D.: National University of Singapore, 2016, Supervisors: Prof. Roger Zimmermann, Prof. See-Kiong Ng
- - B.E.: Department of Computer Science and Technology, Northeastern University, Shenyang, China, 2011
Background
- - Research Interests: Machine learning, multimodal multimedia analysis, and spatiotemporal data mining
- - Professional Field: Machine Intellection
- - Introduction: Currently a Senior Scientist in the Machine Intellection Department, Institute for Infocomm Research, A*STAR. Also holds an adjunct faculty position in the Department of Computer Science and Engineering, IIIT-Delhi.
Co-authors