Publications

Yi-Fan Zhang, Huanyu Zhang, Haochen Tian, Chaoyou Fu, Shuangqing Zhang, Junfei Wu, Feng Li, Kun Wang, Qingsong Wen, Zhang Zhang, Others (2025). MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?. The Thirteenth International Conference on Learning Representations.

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Chengzu Li, Wenshan Wu, Huanyu Zhang, Yan Xia, Shaoguang Mao, Li Dong, Ivan Vulić, Furu Wei (2025). Imagine while Reasoning in Space: Multimodal Visualization-of-Thought. arXiv preprint arXiv:2501.07542.

Huanyu Zhang, Chang Xu, Yi-Fan Zhang, Zhang Zhang, Liang Wang, Jiang Bian, Tieniu Tan (2024). TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting. arXiv preprint arXiv:2412.20810.

Huanyu Zhang, Yi-Fan Zhang, Zhang Zhang, Qingsong Wen, Liang Wang (2024). LogoRA: Local-Global Representation Alignment for Robust Time Series Classification (TKDE 2024). IEEE Transactions on Knowledge and Data Engineering.