T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback. - Zehan Wang 001; Ke Lei; Chen Zhu; Jiawei Huang 008; Sashuai Zhou; Luping Liu; Xize Cheng; Shengpeng Ji; Zhenhui Ye; Tao Jin 004; Zhou Zhao 001 (ACL (1), 2025)

Enhancing Multimodal Unified Representations for Cross Modal Generalization. - Hai Huang 013; Yan Xia 006; Shengpeng Ji; Shulei Wang; Hanting Wang; Minghui Fang 002; Jieming Zhu; Zhenhua Dong; Sashuai Zhou; Zhou Zhao 001 (ACL (Findings), 2025)

SpatialCLIP: Learning 3D-aware Image Representations from Spatially Discriminative Language. - Zehan Wang 001; Sashuai Zhou; Shaoxuan He; Haifeng Huang; Lihe Yang; Ziang Zhang; Xize Cheng; Shengpeng Ji; Tao Jin 004; Hengshuang Zhao; Zhou Zhao 001 (CVPR, 2025)

Overcoming both Domain Shift and Label Shift for Referring Video Segmentation. - Hai Huang 013; Sashuai Zhou; Yan Xia 006 (NAACL (Findings), 2025)

Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning. - Sashuai Zhou; Hai Huang 013; Yan Xia 006 (CoRR, 2025)

Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations. - Hai Huang 013; Yan Xia 006; Sashuai Zhou; Hanting Wang; Shulei Wang; Zhou Zhao 001 (CoRR, 2025)

Open-set Cross Modal Generalization via Multimodal Unified Representation. - Hai Huang 013; Yan Xia 006; Shulei Wang; Hanting Wang; Minghui Fang 002; Shengpeng Ji; Sashuai Zhou; Tao Jin 004; Zhou Zhao 001 (CoRR, 2025)