Yan Xia

According to our database, Yan Xia authored at least 24 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Open-set Cross Modal Generalization via Multimodal Unified Representation.

Hai Huang, Yan Xia, Shulei Wang, Hanting Wang, Minghui Fang, Shengpeng Ji, Sashuai Zhou, Tao Jin, Zhou Zhao

CoRR, July, 2025

Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations.

Hai Huang, Yan Xia, Sashuai Zhou, Hanting Wang, Shulei Wang, Zhou Zhao

CoRR, July, 2025

APO: Enhancing Reasoning Ability of MLLMs via Asymmetric Policy Optimization.

Minjie Hong, Zirun Guo, Yan Xia, Zehan Wang, Ziang Zhang, Tao Jin, Zhou Zhao

CoRR, June, 2025

Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval.

Ruofan Hu, Yan Xia, Minjie Hong, Jieming Zhu, Bo Chen, Xiaoda Yang, Minghui Fang, Tao Jin

CoRR, June, 2025

Continual Cross-Modal Generalization.

Yan Xia, Hai Huang, Minghui Fang, Zhou Zhao

CoRR, April, 2025

Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning.

Sashuai Zhou, Hai Huang, Yan Xia

CoRR, March, 2025

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation.

Guanghao Zhang, Tao Zhong, Yan Xia, Zhelun Yu, Haoyuan Li, Wanggui He, Fangxun Shu, Mushui Liu, Dong She, Yi Wang, Hao Jiang

CoRR, March, 2025

EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration.

Minjie Hong, Yan Xia, Zehan Wang, Jieming Zhu, Ye Wang, Sihang Cai, Xiaoda Yang, Quanyu Dai, Zhenhua Dong, Zhimeng Zhang, Zhou Zhao

Proceedings of the ACM on Web Conference 2025, 2025

Overcoming both Domain Shift and Label Shift for Referring Video Segmentation.

Hai Huang, Sashuai Zhou, Yan Xia

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Semantic Residual for Multimodal Unified Discrete Representation.

Hai Huang, Shulei Wang, Yan Xia

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Enhancing Multimodal Unified Representations for Cross Modal Generalization.

Hai Huang, Yan Xia, Shengpeng Ji, Shulei Wang, Hanting Wang, Minghui Fang, Jieming Zhu, Zhenhua Dong, Sashuai Zhou, Zhou Zhao

Proceedings of the Findings of the Association for Computational Linguistics, 2025

CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling.

Minghui Fang, Shengpeng Ji, Jialong Zuo, Hai Huang, Yan Xia, Jieming Zhu, Xize Cheng, Xiaoda Yang, Wenrui Liu, Gang Wang, Zhenhua Dong, Zhou Zhao

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Multi-Granularity Relational Attention Network for Audio-Visual Question Answering.

Linjun Li, Tao Jin, Wang Lin, Hao Jiang, Wenwen Pan, Jian Wang, Shuwen Xiao, Yan Xia, Weihao Jiang, Zhou Zhao

IEEE Trans. Circuits Syst. Video Technol., August, 2024

ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling.

Minghui Fang, Shengpeng Ji, Jialong Zuo, Hai Huang, Yan Xia, Jieming Zhu, Xize Cheng, Xiaoda Yang, Wenrui Liu, Gang Wang, Zhenhua Dong, Zhou Zhao

CoRR, 2024

EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration.

Ye Wang, Jiahao Xun, Mingjie Hong, Jieming Zhu, Tao Jin, Wang Lin, Haoyuan Li, Linjun Li, Yan Xia, Zhou Zhao, Zhenhua Dong

CoRR, 2024

Unlocking the Potential of Multimodal Unified Discrete Representation through Training-Free Codebook Optimization and Hierarchical Alignment.

Hai Huang, Yan Xia, Shengpeng Ji, Shulei Wang, Hanting Wang, Jieming Zhu, Zhenhua Dong, Zhou Zhao

CoRR, 2024

EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration.

Ye Wang, Jiahao Xun, Minjie Hong, Jieming Zhu, Tao Jin, Wang Lin, Haoyuan Li, Linjun Li, Yan Xia, Zhou Zhao, Zhenhua Dong

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis.

Yu Zhang, Rongjie Huang, Ruiqi Li, Jinzheng He, Yan Xia, Feiyang Chen, Xinyu Duan, Baoxing Huai, Zhou Zhao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multi-Modal Domain Adaptation Across Video Scenes for Temporal Video Grounding.

Haifeng Huang, Yang Zhao, Zehan Wang, Yan Xia, Zhou Zhao

CoRR, 2023

Achieving Cross Modal Generalization with Multimodal Unified Representation.

Yan Xia, Hai Huang, Jieming Zhu, Zhou Zhao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks.

Haoyi Duan, Yan Xia, Mingze Zhou, Li Tang, Jieming Zhu, Zhou Zhao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Scene-robust Natural Language Video Localization via Learning Domain-invariant Representations.

Zehan Wang, Yang Zhao, Haifeng Huang, Yan Xia, Zhou Zhao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Video-Guided Curriculum Learning for Spoken Video Grounding.

Yan Xia, Zhou Zhao, Shangwei Ye, Yang Zhao, Haoyuan Li, Yi Ren

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Cross-modal Background Suppression for Audio-Visual Event Localization.

Yan Xia, Zhou Zhao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022