Yifang Yin
Scholar

Yifang Yin

Google Scholar ID: TRfTdBAAAAAJ
Institute for Infocomm Research (I2R), A*STAR, Singapore
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,190
 
H-index
19
 
i10-index
34
 
Publications
20
 
Co-authors
0
 
Contact
Emailyin_yifang@i2r.a-star.edu.sgCVOpen ↗GitHubOpen ↗
Publications
9 items
Progressive$^2$: A Teacher-Student Progressive Co-Evolving Knowledge Distillation Method for Substantial Model Compression
2026
Cited
0
A Data-Driven Model Predictive Control Framework for Multi-Aircraft TMA Routing Under Travel Time Uncertainty
2025
Cited
0
SimCast: Enhancing Precipitation Nowcasting with Short-to-Long Term Knowledge Distillation
2025
Cited
0
Unlocking Location Intelligence: A Survey from Deep Learning to The LLM Era
2025
Cited
0
OpenAVS: Training-Free Open-Vocabulary Audio Visual Segmentation with Foundational Models
2025
Cited
0
TAIL: Text-Audio Incremental Learning
2025
Cited
0
HVIS: A Human-like Vision and Inference System for Human Motion Prediction
2025
Cited
0
Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation
2025
Cited
0
Resume
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.