ENCODER: Entity Mining and Modification Relation Binding for Composed Image Retrieval. - Zixu Li 001; Zhiwei Chen 003; Haokun Wen; Zhiheng Fu; Yupeng Hu 003; Weili Guan (AAAI, 2025)

PAIR: Complementarity-guided Disentanglement for Composed Image Retrieval. - Zhiheng Fu; Zixu Li 001; Zhiwei Chen 003; Chunxiao Wang; Xuemeng Song; Yupeng Hu 003; Liqiang Nie (ICASSP, 2025)

MEDIAN: Adaptive Intermediate-grained Aggregation Network for Composed Image Retrieval. - Qinlei Huang; Zhiwei Chen 003; Zixu Li 001; Chunxiao Wang; Xuemeng Song; Yupeng Hu 003; Liqiang Nie (ICASSP, 2025)

OFFSET: Segmentation-based Focus Shift Revision for Composed Image Retrieval. - Zhiwei Chen 003; Yupeng Hu 003; Zixu Li 001; Zhiheng Fu; Xuemeng Song; Liqiang Nie (ACM Multimedia, 2025)

HUD: Hierarchical Uncertainty-Aware Disambiguation Network for Composed Video Retrieval. - Zhiwei Chen 003; Yupeng Hu 003; Zixu Li 001; Zhiheng Fu; Haokun Wen; Weili Guan (ACM Multimedia, 2025)

FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image Retrieval. - Zixu Li 001; Zhiheng Fu; Yupeng Hu 003; Zhiwei Chen 003; Haokun Wen; Liqiang Nie (CoRR, 2025)

INTENT: Invariance and Discrimination-aware Noise Mitigation for Robust Composed Image Retrieval. - Zhiwei Chen 003; Yupeng Hu 003; Zhiheng Fu; Zixu Li 001; Jiale Huang; Qinlei Huang; Yinwei Wei (AAAI, 2026)

ReTrack: Evidence-Driven Dual-Stream Directional Anchor Calibration Network for Composed Video Retrieval. - Zixu Li 001; Yupeng Hu 003; Zhiwei Chen 003; Qinlei Huang; Guozhi Qiu; Zhiheng Fu; Meng Liu 006 (AAAI, 2026)

HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval. - Zixu Li 001; Yupeng Hu 003; Zhiwei Chen 003; Shiqi Zhang; Qinlei Huang; Zhiheng Fu; Yinwei Wei (AAAI, 2026)

TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval. - Zixu Li 001; Yupeng Hu 003; Zhiheng Fu; Zhiwei Chen 003; Yongqi Li 001; Liqiang Nie (ACL (1), 2026)

IMAGINE: Adaptive Schema-Imagery Enhanced Composition for Composed Video Retrieval. - Jiale Huang; Zixu Li 001; Zhiwei Chen 003; Zhiheng Fu; Chunxiao Wang; Yupeng Hu 003 (ICMR, 2026)

RankVR: Low-Rank Structure Perception and Value Recalibration for Robust Composed Image Retrieval. - Jiale Huang; Zixu Li 001; Zhiheng Fu; Zhiwei Chen 003; Qinlei Huang; Yupeng Hu 003 (ICMR, 2026)

COMBINER: Composed Image Retrieval Guided by Attribute-Based Neighbor Relations. - Zixu Li 001; Yupeng Hu 003; Zhiwei Chen 003; Haokun Wen; Xuemeng Song; Liqiang Nie (IEEE Trans. Image Process., 2026)

HINT: Composed Image Retrieval with Dual-path Compositional Contextualized Network. - Mingyu Zhang; Zixu Li 001; Zhiwei Chen 003; Zhiheng Fu; Xiaowei Zhu; Jiajia Nie; Yinwei Wei; Yupeng Hu 003 (CoRR, 2026)

MELT: Improve Composed Image Retrieval via the Modification Frequentation-Rarity Balance Network. - Guozhi Qiu; Zhiwei Chen 003; Zixu Li 001; Qinlei Huang; Zhiheng Fu; Xuemeng Song; Yupeng Hu 003 (CoRR, 2026)

Air-Know: Arbiter-Calibrated Knowledge-Internalizing Robust Network for Composed Image Retrieval. - Zhiheng Fu; Yupeng Hu 003; Qianyun Yang; Shiqi Zhang; Zhiwei Chen 003; Zixu Li 001 (CoRR, 2026)

ConeSep: Cone-based Robust Noise-Unlearning Compositional Network for Composed Image Retrieval. - Zixu Li 001; Yupeng Hu 003; Zhiwei Chen 003; Mingyu Zhang; Zhiheng Fu; Liqiang Nie (CoRR, 2026)

TempRet: Temporal Enhancement and Two-Stage Reranking for CVPR 2026 EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge. - Zixu Li 001; Yupeng Hu 003; Zhiwei Chen 003; Zhiheng Fu; Xiaowei Zhu; Weili Guan; Liqiang Nie (CoRR, 2026)

OmniEgo-R2: A Routed Reasoning Framework for the 1st Cross-Domain EgoCross Challenge at CVPR 2026. - Zixu Li 001; Zhiwei Chen 003; Zhiheng Fu; Wenbo Wang; Yupeng Hu 003; Weili Guan; Liqiang Nie (CoRR, 2026)

EgoAction: Egocentric Action Composition with Reliability-Aware Temporal Fusion for the EPIC-KITCHENS Action Detection Challenge at CVPR 2026. - Zhiheng Fu; Zixu Li 001; Zhiwei Chen 003; Fangxu Liu; Yupeng Hu 003; Weili Guan; Liqiang Nie (CoRR, 2026)

EgoAdapt: A Multi-Scene Egocentric Adaptation Method for CVPR 2026 HD-EPIC VQA Challenge. - Zhiwei Chen 003; Yupeng Hu 003; Zixu Li 001; Zhiheng Fu; Guozhi Qiu; Weili Guan; Liqiang Nie (CoRR, 2026)

STABLE: Efficient Hybrid Nearest Neighbor Search via Magnitude-Uniformity and Cardinality-Robustness. - Qianyun Yang; Zhiwei Chen 003; Yupeng Hu 003; Zixu Li 001; Zhiheng Fu; Liqiang Nie (IEEE Trans. Knowl. Data Eng., 2026)