Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval
Siting Li, Xiang Gao, Simon Shaolei Du
NeurIPS 2025 (poster)
Publications
Exploring How Generative MLLMs Perceive More Than CLIP with the Same Vision Encoder
Siting Li, Pang Wei Koh, Simon Shaolei Du
ACL 2025 (main); CVPR 2025 MAR Workshop
Preprints
What Makes for Robust Multi-Modal Models in the Face of Missing Modalities?
Siting Li*, Chenzhuang Du*, Yue Zhao, Yu Huang, Hang Zhao
arxiv 2023
Training-Free Robust Multimodal Learning via Sample-Wise Jacobian Regularization
Zhengqi Gao, Sucheng Ren, Zihui Xue, Siting Li, Hang Zhao
arxiv 2022
Bridging Normalization and Disentanglement in PG-GAN
Xiao Liu*, Jiajie Zhang*, Siting Li*, Zuotong Wu, Yang Yu
arxiv 2020