Eldnet: Establishment and Refinement of Edge Likelihood Distributions for Camouflaged Object Detection. - Chiyuan He; Linfeng Xu 001; Zihuan Qiu (ICIP, 2022)

Vision-Sensor Attention Based Continual Multimodal Egocentric Activity Recognition. - Shaoxu Cheng; Chiyuan He; Kailong Chen; Linfeng Xu 001; Hongliang Li 001; Fanman Meng; Qingbo Wu 001 (ICASSP, 2024)

Towards Continual Egocentric Activity Recognition: A Multi-Modal Egocentric Activity Dataset for Continual Learning. - Linfeng Xu 001; Qingbo Wu 001; Lili Pan 001; Fanman Meng; Hongliang Li 001; Chiyuan He; Hanxin Wang; Shaoxu Cheng; Yu Dai (IEEE Trans. Multim., 2024)

Distribution-Level Memory Recall for Continual Learning: Preserving Knowledge and Avoiding Confusion. - Shaoxu Cheng; Kanglei Geng; Chiyuan He; Zihuan Qiu; Linfeng Xu 001; Heqian Qiu; Lanxiao Wang; Qingbo Wu 001; Fanman Meng; Hongliang Li 001 (IEEE Trans. Multim., 2025)

DesCLIP: Robust Continual Adaptation via General Attribute Descriptions for Pretrained Vision-Language Models. - Chiyuan He; Zihuan Qiu; Fanman Meng; Linfeng Xu 001; Qingbo Wu 001; Hongliang Li 001 (CoRR, 2025)

MINGLE: Mixtures of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging. - Zihuan Qiu; Yi Xu; Chiyuan He; Fanman Meng; Linfeng Xu 001; Qingbo Wu 001; Hongliang Li 001 (CoRR, 2025)