Cross-modal Background Suppression for Audio-Visual Event Localization. - Yan Xia 006; Zhou Zhao 001 (CVPR, 2022)

Video-Guided Curriculum Learning for Spoken Video Grounding. - Yan Xia 006; Zhou Zhao 001; Shangwei Ye; Yang Zhao 022; Haoyuan Li 002; Yi Ren 006 (ACM Multimedia, 2022)

Scene-robust Natural Language Video Localization via Learning Domain-invariant Representations. - Zehan Wang 001; Yang Zhao 022; Haifeng Huang; Yan Xia 006; Zhou Zhao 001 (ACL (Findings), 2023)

Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks. - Haoyi Duan; Yan Xia 006; Mingze Zhou; Li Tang; Jieming Zhu; Zhou Zhao 001 (NeurIPS, 2023)

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

Multi-Modal Domain Adaptation Across Video Scenes for Temporal Video Grounding. - Haifeng Huang; Yang Zhao 022; Zehan Wang 001; Yan Xia 006; Zhou Zhao 001 (CoRR, 2023)

StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis. - Yu Zhang 126; Rongjie Huang 001; Ruiqi Li; Jinzheng He; Yan Xia 006; Feiyang Chen; Xinyu Duan; Baoxing Huai; Zhou Zhao 001 (AAAI, 2024)

EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration. - Ye Wang 018; Jiahao Xun; Minjie Hong; Jieming Zhu; Tao Jin 004; Wang Lin; Haoyuan Li 002; Linjun Li; Yan Xia 006; Zhou Zhao 001; Zhenhua Dong (KDD, 2024)

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)

EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration. - Ye Wang 018; Jiahao Xun; Mingjie Hong; Jieming Zhu; Tao Jin 004; Wang Lin; Haoyuan Li 002; Linjun Li; Yan Xia 006; Zhou Zhao 001; Zhenhua Dong (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)

Multi-Granularity Relational Attention Network for Audio-Visual Question Answering. - Linjun Li; Tao Jin 004; Wang Lin; Hao Jiang 014; Wenwen Pan 003; Jian Wang 119; Shuwen Xiao; Yan Xia 006; Weihao Jiang; Zhou Zhao 001 (IEEE Trans. Circuits Syst. Video Technol., 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)

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)

EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration. - Minjie Hong; Yan Xia 006; Zehan Wang 001; Jieming Zhu; Ye Wang 018; Sihang Cai; Xiaoda Yang; Quanyu Dai; Zhenhua Dong; Zhimeng Zhang; Zhou Zhao 001 (WWW, 2025)

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation. - Guanghao Zhang; Tao Zhong; Yan Xia 006; Zhelun Yu; Haoyuan Li 002; Wanggui He; Fangxun Shu; Mushui Liu; Dong She; Yi Wang; Hao Jiang 014 (CoRR, 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)

Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval. - Ruofan Hu; Yan Xia 006; Minjie Hong; Jieming Zhu; Bo Chen 023; Xiaoda Yang; Minghui Fang 002; Tao Jin 004 (CoRR, 2025)

APO: Enhancing Reasoning Ability of MLLMs via Asymmetric Policy Optimization. - Minjie Hong; Zirun Guo; Yan Xia 006; Zehan Wang 001; Ziang Zhang; Tao Jin 004; 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)