High-Quality-High-Quantity Semantic Distillation for Incremental Object Detection. - Mengxue Kang; Jinpeng Zhang; Xiashuang Wang; Xuhui Huang (ACAI, 2022)

Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation. - Mengxue Kang; Jinpeng Zhang; Jinming Zhang; Xiashuang Wang; Yang Chen; Zhe Ma 001; Xuhui Huang (ICCV, 2023)

Unifying Visual and Vision-Language Tracking via Contrastive Learning. - Yinchao Ma; Yuyang Tang 001; Wenfei Yang; Tianzhu Zhang 001; Jinpeng Zhang; Mengxue Kang (AAAI, 2024)

LogicalDefender: Discovering, Extracting, and Utilizing Common-Sense Knowledge. - Yuhe Liu; Mengxue Kang; Zengchang Qin; Xiangxiang Chu (CoRR, 2024)

TIE: Revolutionizing Text-based Image Editing for Complex-Prompt Following and High-Fidelity Editing. - Xinyu Zhang 015; Mengxue Kang; Fei Wei; Shuang Xu; Yuhe Liu; Lin Ma 002 (CoRR, 2024)

Enhancing Image Editing with Chain-of-Thought Reasoning and Multimodal Large Language Models. - Mengxue Kang; Xinyu Zhang; Fei Wei; Shuang Xu; Yuhe Liu (ICASSP, 2025)