Author

Baochen Xiong

h-index 7 View on Semantic Scholar

We have 3 of 15 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

A Visual Dependence-Aware Framework for Multimodal Unsupervised Continual Post-Training

In this paper, we explore a novel task of Multimodal Unsupervised Continual Post-Training (MU-CPT), enabling deployed MLLMs to continually evolve from streaming unlabeled data. Existing unsupervised post-training methods for MLLMs typically optimize target tokens uniformly, overlooking their heterogeneous visual depend...

Kaichen Li, Zhilin Zhu, Jian-Hao Huang et al. · 0 citations

Open access Sep 2026

CMJU: cross-modal joint unlearning for balanced forgetting in multimodal large language models

Cross-modal joint unlearning (CMJU) is proposed, a unified framework for balanced cross-modal forgetting that achieves better cross-modal forgetting balance than strong baselines, while maintaining competitive retain-set performance.

Di-Hang Yang, Bao-Chen Xiong, Xiaoshan Yang · Visual Intelligence · 0 citations

Preprint Aug 2026

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models

AgentPatch is proposed, a training-free coarse-to-fine repair framework that improves diverse merged backbones, alleviates weak-task degradation, and better balances weak-task recovery with the preservation of complementary search and agentic visual processing capabilities.

Zibo Shao, Baochen Xiong, Chengdong Xu et al. · 0 citations