Yan Xia

35 papers A* 9A 2Misc 1Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation.
AAAI
Guanghao Zhang, Tao Zhong, Yan Xia, Mushui Liu, Zhelun Yu, Haoyuan Li, Wanggui He, Dong She, Yi Wang, Hao Jiang
2025 J jnl
APO: Enhancing Reasoning Ability of MLLMs via Asymmetric Policy Optimization.
CoRR
Minjie Hong, Zirun Guo, Yan Xia, Zehan Wang, Ziang Zhang, Tao Jin, Zhou Zhao
2025 J jnl
Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations.
CoRR
Hai Huang, Yan Xia, Sashuai Zhou, Hanting Wang, Shulei Wang, Zhou Zhao
2025 — conf
CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling.
ACL (1)
Minghui Fang, Shengpeng Ji, Jialong Zuo, Hai Huang, Yan Xia, Jieming Zhu, Xize Cheng, Xiaoda Yang, Wenrui Liu, Gang Wang, Zhenhua Dong, Zhou Zhao
2025 J jnl
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation.
CoRR
Guanghao Zhang, Tao Zhong, Yan Xia, Zhelun Yu, Haoyuan Li, Wanggui He, Fangxun Shu, Mushui Liu, Dong She, Yi Wang, Hao Jiang
2025 J jnl
Continual Cross-Modal Generalization.
CoRR
Yan Xia, Hai Huang, Minghui Fang, Zhou Zhao
2025 J jnl
DSI-Bench: A Benchmark for Dynamic Spatial Intelligence.
CoRR
Ziang Zhang, Zehan Wang, Guanghao Zhang, Weilong Dai, Yan Xia, Ziang Yan, Minjie Hong, Zhou Zhao
2025 A* conf
EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration.
WWW
Minjie Hong, Yan Xia, Zehan Wang, Jieming Zhu, Ye Wang, Sihang Cai, Xiaoda Yang, Quanyu Dai, Zhenhua Dong, Zhimeng Zhang, Zhou Zhao
2025 J jnl
EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration.
CoRR
Minjie Hong, Yan Xia, Zehan Wang, Jieming Zhu, Ye Wang, Sihang Cai, Xiaoda Yang, Quanyu Dai, Zhenhua Dong, Zhimeng Zhang, Zhou Zhao
2025 A conf
Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning.
ICME
Sashuai Zhou, Yan Xia, Hai Huang
2025 J jnl
Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning.
CoRR
Sashuai Zhou, Hai Huang, Yan Xia
2025 — conf
Enhancing Multimodal Unified Representations for Cross Modal Generalization.
ACL (Findings)
Hai Huang, Yan Xia, Shengpeng Ji, Shulei Wang, Hanting Wang, Minghui Fang, Jieming Zhu, Zhenhua Dong, Sashuai Zhou, Zhou Zhao
2025 J jnl
Open-set Cross Modal Generalization via Multimodal Unified Representation.
CoRR
Hai Huang, Yan Xia, Shulei Wang, Hanting Wang, Minghui Fang, Shengpeng Ji, Sashuai Zhou, Tao Jin, Zhou Zhao
2025 — conf
Overcoming both Domain Shift and Label Shift for Referring Video Segmentation.
NAACL (Findings)
Hai Huang, Sashuai Zhou, Yan Xia
2025 A* conf
RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation.
EMNLP
Sashuai Zhou, Weinan Gan, Qijiong Liu, Ke Lei, Jieming Zhu, Hai Huang, Yan Xia, Ruiming Tang, Zhenhua Dong, Zhou Zhao
2025 J jnl
RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation.
CoRR
Sashuai Zhou, Weinan Gan, Qijiong Liu, Ke Lei, Jieming Zhu, Hai Huang, Yan Xia, Ruiming Tang, Zhenhua Dong, Zhou Zhao
2025 Misc conf
Semantic Residual for Multimodal Unified Discrete Representation.
ICASSP
Hai Huang, Shulei Wang, Yan Xia
2025 A conf
Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval.
INTERSPEECH
Ruofan Hu, Yan Xia, Minjie Hong, Jieming Zhu, Bo Chen, Xiaoda Yang, Minghui Fang, Tao Jin
2025 J jnl
Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval.
CoRR
Ruofan Hu, Yan Xia, Minjie Hong, Jieming Zhu, Bo Chen, Xiaoda Yang, Minghui Fang, Tao Jin
2024 J jnl
ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling.
CoRR
Minghui Fang, Shengpeng Ji, Jialong Zuo, Hai Huang, Yan Xia, Jieming Zhu, Xize Cheng, Xiaoda Yang, Wenrui Liu, Gang Wang, Zhenhua Dong, Zhou Zhao
2024 A* conf
EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration.
KDD
Ye Wang, Jiahao Xun, Minjie Hong, Jieming Zhu, Tao Jin, Wang Lin, Haoyuan Li, Linjun Li, Yan Xia, Zhou Zhao, Zhenhua Dong
2024 J jnl
EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration.
CoRR
Ye Wang, Jiahao Xun, Mingjie Hong, Jieming Zhu, Tao Jin, Wang Lin, Haoyuan Li, Linjun Li, Yan Xia, Zhou Zhao, Zhenhua Dong
2024 J jnl
Multi-Granularity Relational Attention Network for Audio-Visual Question Answering.
IEEE Trans. Circuits Syst. Video Technol.
Linjun Li, Tao Jin, Wang Lin, Hao Jiang, Wenwen Pan, Jian Wang, Shuwen Xiao, Yan Xia, Weihao Jiang, Zhou Zhao
2024 J jnl
Semantic Residual for Multimodal Unified Discrete Representation.
CoRR
Hai Huang, Shulei Wang, Yan Xia
2024 A* conf
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis.
AAAI
Yu Zhang, Rongjie Huang, Ruiqi Li, Jinzheng He, Yan Xia, Feiyang Chen, Xinyu Duan, Baoxing Huai, Zhou Zhao
2024 J jnl
Unlocking the Potential of Multimodal Unified Discrete Representation through Training-Free Codebook Optimization and Hierarchical Alignment.
CoRR
Hai Huang, Yan Xia, Shengpeng Ji, Shulei Wang, Hanting Wang, Jieming Zhu, Zhenhua Dong, Zhou Zhao
2023 A* conf
Achieving Cross Modal Generalization with Multimodal Unified Representation.
NeurIPS
Yan Xia, Hai Huang, Jieming Zhu, Zhou Zhao
2023 A* conf
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks.
NeurIPS
Haoyi Duan, Yan Xia, Mingze Zhou, Li Tang, Jieming Zhu, Zhou Zhao
2023 J jnl
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks.
CoRR
Haoyi Duan, Yan Xia, Mingze Zhou, Li Tang, Jieming Zhu, Zhou Zhao
2023 J jnl
Multi-Modal Domain Adaptation Across Video Scenes for Temporal Video Grounding.
CoRR
Haifeng Huang, Yang Zhao, Zehan Wang, Yan Xia, Zhou Zhao
2023 — conf
Scene-robust Natural Language Video Localization via Learning Domain-invariant Representations.
ACL (Findings)
Zehan Wang, Yang Zhao, Haifeng Huang, Yan Xia, Zhou Zhao
2023 J jnl
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis.
CoRR
Yu Zhang, Rongjie Huang, Ruiqi Li, Jinzheng He, Yan Xia, Feiyang Chen, Xinyu Duan, Baoxing Huai, Zhou Zhao
2022 A* conf
Cross-modal Background Suppression for Audio-Visual Event Localization.
CVPR
Yan Xia, Zhou Zhao
2022 A* conf
Video-Guided Curriculum Learning for Spoken Video Grounding.
ACM Multimedia
Yan Xia, Zhou Zhao, Shangwei Ye, Yang Zhao, Haoyuan Li, Yi Ren
2022 J jnl
Video-Guided Curriculum Learning for Spoken Video Grounding.
CoRR
Yan Xia, Zhou Zhao, Shangwei Ye, Yang Zhao, Haoyuan Li, Yi Ren