I will graduate in 2026 and am currently seeking job opportunities. If you are interested, please feel free to contact me. My research focuses on unified multimodal representation/alignment and image generation.
📝 Publications
* indicates equal contribution.
Achieving Cross Modal Generalization with Multimodal Unified Representation
Yan Xia*, Hai Huang*, Jieming Zhu, Zhou Zhao
Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations
Hai Huang, Yan Xia, Sashuai Zhou, Hanting Wang, Shulei Wang, Zhou Zhao
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
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
Semantic Residual for Multimodal Unified Discrete Representation
Hai Huang, Shulei Wang, Yan Xia
Overcoming both Domain Shift and Label Shift for Referring Video Segmentation
Hai Huang, Sashuai Zhou, Yan Xia
ICML 2025 IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models, Hanting Wang, Tao Jin, Wang Lin, Shulei Wang, Hai Huang, Shengpeng Ji, Zhou Zhao
CVPR 2025 Towards Transformer-Based Aligned Generation with Self-Coherence Guidance, Shulei Wang, Wang Lin, Hai Huang, Hanting Wang, Sihang Cai, WenKang Han, Tao Jin, Jingyuan Chen, Jiacheng Sun, Jieming Zhu, Zhou Zhao
ACL 2025 Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control, Shengpeng Ji, Qian Chen, Wen Wang, Jialong Zuo, Minghui Fang, Ziyue Jiang, Hai Huang, Zehan Wang, Xize Cheng, Siqi Zheng, Zhou Zhao
ACL 2025 Bridging Discrete Codec Representations and Speech Language Models, Shengpeng Ji, Minghui Fang, Jialong Zuo, Ziyue Jiang, Dingdong WANG, Hanting Wang, Hai Huang, Zhou Zhao
ACL 2025 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
ACM MM 2025 TAP: Parameter-efficient Task-Aware Prompting for Adverse Weather Removal, Hanting Wang, Shulei Wang, Shengpeng Ji, Hai Huang, Xiao Jin, Qifei Zhang, Tao Jin
ICME 2025 (Oral) Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning, Sashuai Zhou, Hai Huang, Yan Xia
NAACL 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, Ye Wang, Jingyuan Chen, Tao Jin
🎖 Honors and Awards
- 2021.10 First Prize in the RoboMaster Robotics Competition
📖 Educations
- 2023.09 - 2026.03, master, Artificial Intelligence, Zhejiang University
- 2019.09 - 2023.06, bachelor, Computer Science and Technology, Northeastern University(China)
💻 Internships
- 2025.01 - 2025.07, Pretraining a 6B-parameter image generation model (DiT)