Selected Works 2026 Prompt-Activation Duality: Improving Activation Steering via Attention-Level Interventions Diancheng Kang*, Zheyuan Liu*, Ningshan Ma, Yue Huang, Zhaoxuan Tan, Meng Jiang arXiv preprint arXiv 2026 Question-in-the-Loop: Interleaved Query Tokens as Visual Summarizers for Video LLMs Diancheng Kang*, Zehai Niu*, Jiayi Lyu, Haochen Wang, Linlin Shen, Jinbao Wang, Xiaoyu Qin ACM Multimedia 2026 * Equal contribution.
2026 Prompt-Activation Duality: Improving Activation Steering via Attention-Level Interventions Diancheng Kang*, Zheyuan Liu*, Ningshan Ma, Yue Huang, Zhaoxuan Tan, Meng Jiang arXiv preprint arXiv
2026 Question-in-the-Loop: Interleaved Query Tokens as Visual Summarizers for Video LLMs Diancheng Kang*, Zehai Niu*, Jiayi Lyu, Haochen Wang, Linlin Shen, Jinbao Wang, Xiaoyu Qin ACM Multimedia 2026