Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection.IEEE Trans PAMI,

SRCD: Semantic Reasoning with Compound Domains for Single-Domain Generalized Object Detection,.IEEE Trans. Neural Networks and Learning Systems,

Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization. NeurIPS, 2022.

CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation, Neruips 2023.

Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline，CVPR 2025.

OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad，CVPR 2025.

Demeaned Sparse: Efficient Anomaly Detection by Residual Estimate, ICML 2025.

Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction, ICCV 2025.

A Contrastive Uncertainty Modeling for Radar HRRP Domain Generalization Target Recognition, T-AES 2025.

P2SAM: Probabilistically Prompted SAMs are Efficient Segmentator for Ambiguous Medical Images ACM Multimedia 2024.