Publications

2026

TKDE 2026



STABLE: Efficient Hybrid Nearest Neighbor Search via Magnitude-Uniformity and Cardinality-Robustness [Paper]

Qianyun Yang, Zhiwei Chen, Yupeng Hu, Zixu Li, Zhiheng Fu, Liqiang Nie

CVPR 2026



ConeSep: Cone-based Robust Noise-Unlearning Compositional Network for Composed Image Retrieval [Code]

Zixu Li, Yupeng Hu, Zhiwei Chen, Mingyu Zhang, Zhiheng Fu, Liqiang Nie

CVPR 2026



Air-Know: Arbiter-Calibrated Knowledge-Internalizing Robust Network for Composed Image Retrieval [Code]

Zhiheng Fu, Yupeng Hu, Qianyun Yang, Shiqi Zhang, Zhiwei Chen, Zixu Li

ACM ToMM 2026



REFINE: Composed Video Retrieval via Shared and Differential Semantics Enhancement [PDF] [Website]

Yupeng Hu, Zixu Li, Zhiwei Chen, Qinlei Huang, Zhiheng Fu, Mingzhu Xu, Liqiang Nie

AAAI 2026



INTENT: Invariance and Discrimination-aware Noise Mitigation for Robust Composed Image Retrieval [Paper] [Website] [Code]

Zhiwei Chen, Yupeng Hu, Zhiheng Fu, Zixu Li, Jiale Huang, Qinlei Huang, Yinwei Wei

AAAI 2026



ReTrack: Evidence-Driven Dual-Stream Directional Anchor Calibration Network for Composed Video Retrieval [Paper] [Website] [Code]

Zixu Li, Yupeng Hu, Zhiwei Chen, Qinlei Huang, Guozhi Qiu, Zhiheng Fu, Meng Liu

AAAI 2026



HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval [Paper] [Website] [Code]

Zixu Li, Yupeng Hu, Zhiwei Chen, Shiqi Zhang, Qinlei Huang, Zhiheng Fu, Yinwei Wei

2025

ACM MM 2025



OFFSET: Segmentation-based Focus Shift Revision for Composed Image Retrieval [PDF] [Website] [Code]

Zhiwei Chen, Yupeng Hu, Zixu Li, Zhiheng Fu, Xuemeng Song, Liqiang Nie

ACM MM 2025



HUD: Hierarchical Uncertainty-Aware Disambiguation Network for Composed Video Retrieval [PDF] [Website] [Code]

Zhiwei Chen, Yupeng Hu, Zixu Li, Zhiheng Fu, Haokun Wen, Weili Guan

Arxiv 2025



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

AAAI 2025



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