Scholar
Ailin Deng
Google Scholar ID: VmhnpkUAAAAJ
National University of Singapore
Citations & Impact
Citations
1,574
H-index
8
i10-index
6
Publications
14
Co-authors
1
list available
Publications
Resume (English only)
Academic Achievements
- - [Feb 2025] Paper on uncovering text bias issue in VLMs accepted to CVPR 2025
- - [Sep 2024] Paper on Identity Preserving Synthetic Face Recognition accepted to NeurIPS 2024
- - [2024] Reliable and Responsible Foundation Models Workshop, ICLR 2024: Mitigating Hallucination in Large Vision-language Models via CLIP-Guided Decoding
- - [2023] NeurIPS 2023 (Spotlight): Proximity-Informed Calibration for Deep Neural Networks
- - [2023] CIKM 2023: Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection
- - [2023] ICML 2023: Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement
- - [2023] CVPR 2023: Probabilistic Knowledge Distillation for Face Ensembles
- - [2022] ECCV 2022: Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness
- - [2022] TMLR 2022: Birds of a Feather Trust Together: Knowing When to Trust a Classifier via Adaptive Neighborhood Aggregation
- - [2022] IJCAI 2022: CADET: Calibrated Anomaly Detection for Mitigating Hardness Bias
- - [2021] AAAI 2021: Graph Neural Network-Based Anomaly Detection in Multivariate Time Series
Research Experience
- - [Dec 2024] Started research internship at Meta GenAI
Education
- - Ph.D. student at School of Computing, National University of Singapore (NUS), supervised by Prof. Bryan Hooi
- - M.Sc. from NUS
- - B.Eng. from Sun Yat-sen University
Background
- Research interests include but are not limited to: Safety AI, Large Vision-Language (Multimodal) Models and LLMs.
