Publications
2026
HINT: Composed Image Retrieval with Dual-Path Compositional Contextualized Network [Coming Soon]
Mingyu Zhang, Zixu Li, Zhiwei Chen, Zhiheng Fu, Xiaowei Zhu, Jiajia Nie, Yinwei Wei, Yupeng Hu
RELATE: Enhance Composed Video Retrieval via Minimal-Redundancy Hierarchical Collaboration [Coming Soon]
Shiqi Zhang, Zhiwei Chen, Zixu Li, Zhiheng Fu, Wenbo Wang, Jiajia Nie, Yinwei Wei, Yupeng Hu
MELT: Improve Composed Image Retrieval via the Modification Frequentation-Rarity Balance Network [Coming Soon]
Guozhi Qiu, Zhiwei Chen, Zixu Li, Qinlei Huang, Zhiheng Fu, Xuemeng Song, Yupeng Hu
REFINE: Composed Video Retrieval via Shared and Differential Semantics Enhancement [Coming Soon]
Yupeng Hu, Zixu Li, Zhiwei Chen, Qinlei Huang, Zhiheng Fu, Mingzhu Xu, Liqiang Nie
ReTrack: Evidence-Driven Dual-Stream Directional Anchor Calibration Network for Composed Video Retrieval [Coming Soon]
Zixu Li, Yupeng Hu, Zhiwei Chen, Qinlei Huang, Guozhi Qiu, Zhiheng Fu, Meng Liu
HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval [Coming Soon]
Zixu Li, Yupeng Hu, Zhiwei Chen, Shiqi Zhang, Qinlei Huang, Zhiheng Fu, Yinwei Wei
INTENT: Invariance and Discrimination-aware Noise Mitigation for Robust Composed Image Retrieval [Coming Soon]
Zhiwei Chen, Yupeng Hu, Zhiheng Fu, Zixu Li, Jiale Huang, Qinlei Huang, Yinwei Wei
2025
OFFSET: Segmentation-based Focus Shift Revision for Composed Image Retrieval [PDF] [Website]
Zhiwei Chen, Yupeng Hu, Zixu Li, Zhiheng Fu, Xuemeng Song, Liqiang Nie
HUD: Hierarchical Uncertainty-Aware Disambiguation Network for Composed Video Retrieval [PDF] [Website]
Zhiwei Chen, Yupeng Hu, Zixu Li, Zhiheng Fu, Haokun Wen, Weili Guan
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image Retrieval [PDF] [Website] [Code]
Zixu Li, Zhiheng Fu, Yupeng Hu, Zhiwei Chen, Haokun Wen, Liqiang Nie
ENCODER: Entity Mining and Modification Relation Binding for Composed Image Retrieval [PDF] [Website] [Code]
Zixu Li, Zhiwei Chen, Haokun Wen, Zhiheng Fu, Yupeng Hu, Weili Guan
PAIR: Complementarity-guided Disentanglement for Composed Image Retrieval [PDF] [Website] [Code]
Zhiheng Fu, Zixu Li, Zhiwei Chen, Chunxiao Wang, Xuemeng Song, Yupeng Hu, Liqiang Nie