Scholar
Guangwei Yu
Google Scholar ID: 4IcrLSYAAAAJ
Unknown affiliation
Citations & Impact
Citations
1,250
H-index
14
i10-index
16
Publications
20
Co-authors
0
Contact
Publications
Resume
Academic Achievements
- NeurIPS 2024: 'Retrieval & Fine-Tuning for In-Context Tabular Models'
- NeurIPS 2024 Table Representation Learning Workshop (Oral): 'MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation'
- CVPR 2024 (Spotlight): 'Data-Efficient Multimodal Fusion on a Single GPU'
- NeurIPS 2023 Table Representation Learning Workshop (Best Paper Runner-Up): 'TabPFGen - Tabular Data Generation with TabPFN'
- ACM RecSys 2022: 'Session-based Recommendation with Transformers'
- CVPR 2022: 'X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval'
- ICCV 2021: 'Context-aware Scene Graph Generation with Seq2Seq Transformers'
- CVPR 2021: 'Weakly Supervised Action Selection Learning in Video'
- NeurIPS 2019 (Oral): 'Guided Similarity Separation for Image Retrieval'
- ICCV 2019 YouTube-8M Workshop: 'Cross-Class Relevance Learning for Temporal Concept Localization' (1st Place in YouTube-8M Challenge)
- 1st Place in the 3rd YouTube-8M Video Understanding Challenge (Temporal Localization), presented at ICCV 2019, Seoul
- 4th Place in RSNA Pneumonia Detection Challenge 2018, collaborated with medical imaging startup 16bit, presented at RSNA 2018, Chicago
- 2nd Place in Google Landmark Retrieval Challenge 2018, novel graph traversal approach presented at CVPR 2018 workshop and later published at CVPR 2019
- 1st Place in 2017 ACM RecSys Challenge (large-scale job recommendation), solution outperformed 2nd place by over 10% in five-week online A/B test