Aligning VLM Assistants with Personalized Situated Cognition. - Yongqi Li 002; Shen Zhou; Xiaohu Li; Xin Miao; Jintao Wen; Mayi Xu; Jianhao Chen; Birong Pan; Hankun Kang; Yuanyuan Zhu 001; Ming Zhong 002; Tieyun Qian (ACL (1), 2025)

A Survey on Training-free Alignment of Large Language Models. - Birong Pan; Yongqi Li 002; Weiyu Zhang 001; Wenpeng Lu; Mayi Xu; Shen Zhou; Yuanyuan Zhu 001; Ming Zhong 002; Tieyun Qian (CoRR, 2025)

NeuronTune: Fine-Grained Neuron Modulation for Balanced Safety-Utility Alignment in LLMs. - Birong Pan; Mayi Xu; Qiankun Pi; Jianhao Chen; Yuanyuan Zhu 001; Ming Zhong 002; Tieyun Qian (CoRR, 2025)