Fan Zhang

According to our database, Fan Zhang authored at least 28 papers between 2023 and 2026.

Collaborative distances:

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

2026

RoboAlign-R1: Distilled Multimodal Reward Alignment for Robot Video World Models.

Hao Wu, Yuqi Li, Yuan Gao, Fan Xu, Fan Zhang, Kun Wang, Penghao Zhao, Qiufeng Wang, Yizhou Zhao, Weiyan Wang, Yingli Tian, Xian Wu, Xiaomeng Huang

CoRR, May, 2026

DrugPlayGround: Benchmarking Large Language Models and Embeddings for Drug Discovery.

Tianyu Liu, Sihan Jiang, Fan Zhang, Kunyang Sun, Teresa Head-Gordon, Hongyu Zhao

CoRR, April, 2026

OMNIFLOW: A Physics-Grounded Multimodal Agent for Generalized Scientific Reasoning.

Hao Wu, Yongheng Zhang, Yuan Gao, Fan Xu, Fan Zhang, Ruobing Xie, Ruijian Gou, Yuxuan Liang, Xiaomeng Huang, Xian Wu

CoRR, March, 2026

3D landmark detection on human point clouds: A benchmark and a dual cascade point transformer framework.

Fan Zhang, Shuyi Mao, Qing Li, Xiaojiang Peng

Expert Syst. Appl., 2026

CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding.

Zhihong Zhu, Yunyan Zhang, Fan Zhang, Bowen Xing, Xian Wu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection.

Zhihong Zhu, Fan Zhang, Yunyan Zhang, Jinghan Sun, Guimin Hu, Hao Wu, Yuyan Chen, Bowen Xing, Xian Wu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

NeuralOGCM: Differentiable Ocean Modeling with Learnable Physics.

Hao Wu, Yuan Gao, Fan Xu, Fan Zhang, Guangliang Liu, Yuxuan Liang, Xiaomeng Huang

CoRR, December, 2025

Rethinking Facial Expression Recognition in the Era of Multimodal Large Language Models: Benchmark, Datasets, and Beyond.

Fan Zhang, Haoxuan Li, Shengju Qian, Xin Wang, Zheng Lian, Hao Wu, Zhihong Zhu, Yuan Gao, Qiankun Li, Yefeng Zheng, Zhouchen Lin, Pheng-Ann Heng

CoRR, November, 2025

Spatiotemporal Forecasting as Planning: A Model-Based Reinforcement Learning Approach with Generative World Models.

Hao Wu, Yuan Gao, Xingjian Shi, Shuaipeng Li, Fan Xu, Fan Zhang, Zhihong Zhu, Weiyan Wang, Xiao Luo, Kun Wang, Xian Wu, Xiaomeng Huang

CoRR, October, 2025

Differential-Integral Neural Operator for Long-Term Turbulence Forecasting.

Hao Wu, Yuan Gao, Fan Xu, Fan Zhang, Qingsong Wen, Kun Wang, Xiaomeng Huang, Xian Wu

CoRR, September, 2025

MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models.

Fan Zhang, Zebang Cheng, Chong Deng, Haoxuan Li, Zheng Lian, Qian Chen, Huadai Liu, Wen Wang, Yifan Zhang, Renrui Zhang, Ziyu Guo, Zhihong Zhu, Hao Wu, Haixin Wang, Yefeng Zheng, Xiaojiang Peng, Xian Wu, Kun Wang, Xiangang Li, Jieping Ye, Pheng-Ann Heng

CoRR, August, 2025

EMER-Ranker: Learning to Rank Emotion Descriptions in the Absence of Ground Truth.

Zheng Lian, Licai Sun, Haoyu Chen, Zebang Cheng, Fan Zhang, Ziyu Jia, Ziyang Ma, Fei Ma, Xiaojiang Peng, Jianhua Tao

CoRR, July, 2025

FourierFlow: Frequency-aware Flow Matching for Generative Turbulence Modeling.

Haixin Wang, Jiashu Pan, Hao Wu, Fan Zhang, Tailin Wu

CoRR, June, 2025

Advanced long-term earth system forecasting by learning the small-scale nature.

Hao Wu, Yuan Gao, Ruiqi Shu, Kun Wang, Ruijian Gou, Chuhan Wu, Xinliang Liu, Juncai He, Shuhao Cao, Junfeng Fang, Xingjian Shi, Feng Tao, Qi Song, Shengxuan Ji, Yanfei Xiang, Yuze Sun, Jiahao Li, Fan Xu, Huanshuo Dong, Haixin Wang, Fan Zhang, Penghao Zhao, Xian Wu, Qingsong Wen, Deliang Chen, Xiaomeng Huang

CoRR, May, 2025

CellVerse: Do Large Language Models Really Understand Cell Biology?

Fan Zhang, Tianyu Liu, Zhihong Zhu, Hao Wu, Haixin Wang, Donghao Zhou, Yefeng Zheng, Kun Wang, Xian Wu, Pheng-Ann Heng

CoRR, May, 2025

Facial Action Units as a Joint Dataset Training Bridge for Facial Expression Recognition.

Shuyi Mao, Xinpeng Li, Fan Zhang, Xiaojiang Peng, Yang Yang

IEEE Trans. Multim., 2025

LEAF: Unveiling two sides of the same coin in semi-supervised facial expression recognition.

Fan Zhang, Zhi-Qi Cheng, Jian Zhao, Xiaojiang Peng, Xuelong Li

Comput. Vis. Image Underst., 2025

A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers.

Zhihong Zhu, Fan Zhang, Yunyan Zhang, Jinghan Sun, Zhiqi Huang, Qingqing Long, Bowen Xing, Xian Wu

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

Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models.

Zhihong Zhu, Yunyan Zhang, Xianwei Zhuang, Fan Zhang, Zhongwei Wan, Yuyan Chen, Qingqing Long, Yefeng Zheng, Xian Wu

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

A Survey on Foundation Language Models for Single-cell Biology.

Fan Zhang, Hao Chen, Zhihong Zhu, Ziheng Zhang, Zhenxi Lin, Ziyue Qiao, Yefeng Zheng, Xian Wu

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

DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval.

Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

HOPE: A Hierarchical Perspective for Semi-Supervised 2D-3D Cross-Modal Retrieval.

Fan Zhang, Hang Zhou, Xian-Sheng Hua, Chong Chen, Xiao Luo

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

FATE: Learning Effective Binary Descriptors With Group Fairness.

Fan Zhang, Chong Chen, Xian-Sheng Hua, Xiao Luo

IEEE Trans. Image Process., 2024

MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition.

Fan Zhang, Xiaobao Guo, Xiaojiang Peng, Alex C. Kot

CoRR, 2024

Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data.

Fan Zhang, Tianyu Liu, Zihao Chen, Xiaojiang Peng, Chong Chen, Xian-Sheng Hua, Xiao Luo, Hongyu Zhao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

DEMO: A Statistical Perspective for Efficient Image-Text Matching.

Fan Zhang, Xian-Sheng Hua, Chong Chen, Xiao Luo

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval.

Fan Zhang, Xian-Sheng Hua, Chong Chen, Xiao Luo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Semi-Supervised Multimodal Emotion Recognition with Expression MAE.

Zebang Cheng, Yuxiang Lin, Zhaoru Chen, Xiang Li, Shuyi Mao, Fan Zhang, Daijun Ding, Bowen Zhang, Xiaojiang Peng

Proceedings of the 31st ACM International Conference on Multimedia, 2023