Combating Visual Question Answering Hallucinations via Robust Multi-Space Co-Debias Learning. - Jiawei Zhu; Yishu Liu; Huanjia Zhu; Hui Lin; Yuncheng Jiang; Zheng Zhang 006; Bingzhi Chen (ACM Multimedia, 2024)

Towards Differential Optimization: Rehearsal-Free Class-Incremental Learning with Slow Learners and Fast Adapters. - Yinghong Chen; Huanjia Zhu; Jieyi Cai; Huanyu Liu; Jun Liang; Bingzhi Chen (ICASSP, 2025)

Advancing Few-Shot Class-Incremental Learning with Virtual Prototype Guidance Prompting. - Xiang Qiu; Huanjia Zhu; Xiaocheng Fang; Jun Liang; Bingzhi Chen; Hui Lin (ICASSP, 2025)

Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases. - Huanjia Zhu; Yishu Liu; Xiaozhao Fang; Guangming Lu 002; Bingzhi Chen (CoRR, 2025)