Publications

RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments

Zhiyuan Zeng, Hamish Ivison, Yiping Wang, Lifan Yuan, Shuyue Stella Li, Zhuorui Ye, Siting Li, Jacqueline He, Runlong Zhou, Tong Chen, Chenyang Zhao, Yulia Tsvetkov, Simon Shaolei Du, Natasha Jaques, Hao Peng, Pang Wei Koh, Hannaneh Hajishirzi

ICML 2026

Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval

Siting Li, Xiang Gao, Simon Shaolei Du

NeurIPS 2025 (poster)

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