Achieving Cross Modal Generalization with Multimodal Unified Representation. - Yan Xia 006; Hai Huang 013; Jieming Zhu; Zhou Zhao 001 (NeurIPS, 2023)

Unlocking the Potential of Multimodal Unified Discrete Representation through Training-Free Codebook Optimization and Hierarchical Alignment. - Hai Huang 013; Yan Xia 006; Shengpeng Ji; Shulei Wang; Hanting Wang; Jieming Zhu; Zhenhua Dong; Zhou Zhao 001 (CoRR, 2024)

ControlSpeech: Towards Simultaneous Zero-shot Speaker Cloning and Zero-shot Language Style Control With Decoupled Codec. - Shengpeng Ji; Jialong Zuo; Minghui Fang 002; Siqi Zheng; Qian Chen 003; Wen Wang 001; Ziyue Jiang 001; Hai Huang 013; Xize Cheng; Rongjie Huang 001; Zhou Zhao 001 (CoRR, 2024)

ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling. - Minghui Fang 002; Shengpeng Ji; Jialong Zuo; Hai Huang 013; Yan Xia 006; Jieming Zhu; Xize Cheng; Xiaoda Yang; Wenrui Liu 003; Gang Wang; Zhenhua Dong; Zhou Zhao 001 (CoRR, 2024)

CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling. - Minghui Fang 002; Shengpeng Ji; Jialong Zuo; Hai Huang 013; Yan Xia 006; Jieming Zhu; Xize Cheng; Xiaoda Yang; Wenrui Liu 003; Gang Wang; Zhenhua Dong; 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)

Language-Codec: Bridging Discrete Codec Representations and Speech Language Models. - Shengpeng Ji; Minghui Fang 002; Jialong Zuo; Ziyue Jiang 004; Dingdong Wang; Hanting Wang; Hai Huang 013; Zhou Zhao 001 (ACL (1), 2025)

ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control. - Shengpeng Ji; Qian Chen 003; Wen Wang 001; Jialong Zuo; Minghui Fang 002; Ziyue Jiang 004; Hai Huang 013; Zehan Wang 001; Xize Cheng; Siqi Zheng; Zhou Zhao 001 (ACL (1), 2025)

Towards Transformer-Based Aligned Generation with Self-Coherence Guidance. - Shulei Wang; Wang Lin; Hai Huang 013; Hanting Wang; Sihang Cai; WenKang Han; Tao Jin 004; Jingyuan Chen; Jiacheng Sun; Jieming Zhu; Zhou Zhao 001 (CVPR, 2025)

Semantic Residual for Multimodal Unified Discrete Representation. - Hai Huang 013; Shulei Wang; Yan Xia 006 (ICASSP, 2025)

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

Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding. - Shulei Wang; Shuai Yang; Wang Lin; Zirun Guo; Sihang Cai; Hai Huang 013; Ye Wang 018; Jingyuan Chen; Tao Jin 004 (NAACL (Findings), 2025)

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

Continual Cross-Modal Generalization. - Yan Xia 006; Hai Huang 013; Minghui Fang 002; Zhou Zhao 001 (CoRR, 2025)

IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models. - Hanting Wang; Tao Jin 004; Wang Lin; Shulei Wang; Hai Huang 013; Shengpeng Ji; Zhou Zhao 001 (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)

TAP: Parameter-efficient Task-Aware Prompting for Adverse Weather Removal. - Hanting Wang; Shengpeng Ji; Shulei Wang; Hai Huang 013; Xiao Jin; Qifei Zhang; Tao Jin 004 (CoRR, 2025)