Honghao Fu

About Me

I am currently a first-year Ph.D. student at the School of Electrical Engineering and Computer Science, the University of Queensland, supervised by Prof. Yujun Cai, Prof. Miao Xu and Prof. Yiwei Wang. I was an Intern Researcher at StepFun, working closely with Dr. Gang Yu. Before that, I was an Intern Researcher of the AI Thrust at The Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Hao Wang. I received my M.Sc at the School of Electrical and Electronic Engineering, Nanyang Technological University, supervised by Prof. Bihan Wen and Dr. Yufei Wang. Prior to this, I obtained my B.Eng. from Southeast University.

Services

Conference Reviewer: ICLR, NeurIPS, CVPR, ICML, ACL, ACM-MM, ICASSP, IJCNN, etc.

Journal Reviewer: IEEE Transactions on Intelligent Transportation Systems (T-ITS), IEEE Internet of Things Journal (IoT), Journal of Selected Topics in Signal Processing (JSTSP), Pattern Recognition (PR), Neural Networks, Neurocomputing, etc.

Full Publication List

1. Honghao Fu, Miao Xu, Yiwei Wang, Dailing Zhang, Jun Liu, and Yujun Cai. (2026). VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG. ACL 2026 Main. (Oral, Top 0.8%) [Paper]
2. Honghao Fu, Yuan Ouyang, Kai-Wei Chang, Yiwei Wang, Zi Huang, and Yujun Cai. (2026). ContextNav: Towards Agentic Multimodal In-Context Learning. ICLR 2026. [Paper]
3. Zhetong Zhang, Honghao Fu, Miao Xu, Yiwei Wang, and Yujun Cai. (2026). V-DEAL: Diagnosing Video Safety De-Calibration as an Understanding-Refusal Coupling Failure. COLM 2026. [Paper]
4. Junlong Ren, Gangjian Zhang, Honghao Fu, Pengcheng Wu, and Hao Wang. (2026). WaMo: Wavelet-Enhanced Multi-Frequency Trajectory Analysis for Fine-Grained Text-Motion Retrieval. ACM-MM 2026. [Paper]
5. Yiying Yang, Wei Cheng, Sijin Chen, Honghao Fu, Xianfang Zeng, Yujun Cai, Gang Yu, and Xingjun Ma. (2026). OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens. CVPR 2026. [Paper]
6. Jiacheng Chen, Tao Zhang, Manxi Lin, Dunxian Huang, Teng Shi, Honghao Fu, Mengyan Li, Xinming Zhang, Chenchi Zhang, Xuan Lu, Xiaotong Du, et al. (2026). ShopX: A Foundation Model for Intent-to-Item Fulfillment in Agentic Shopping. arXiv:2606.31693. (Technical Report) [Paper]
7. Honghao Fu, Junlong Ren, Qi Chai, Deheng Ye, Yujun Cai, and Hao Wang. (2025). VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft. EMNLP 2025 Main. [Paper]
8. Honghao Fu, Zhiqi Shen, Jing Jih Chin, and Hao Wang. (2025). BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction. ICASSP 2025. [Paper]
9. Honghao Fu, Yongli Gu, Yidong Yan, Yilang Shen, Yiwen Wu, and Libo Sun. (2025). SDR-GAIN: A High Real-Time Occluded Pedestrian Pose Completion Method for Autonomous Driving. IEEE Transactions on Intelligent Transportation Systems, 2025 (IF=8.4). [Paper]
10. Yongli Gu, Xiang Yan, Hanlin Qin, Naveed Akhtar, Shuai Yuan, Honghao Fu, Shuowen Yang, and Ajmal Mian. (2025). HDTCNet: A hybrid-dimensional convolutional network for multivariate time series classification. Pattern Recognition, 2025 (IF=7.5). [Paper]
11. Shiyu Liu, Yucheng Han, Peng Xing, Fukun Yin, Rui Wang, Wei Cheng, Jiaqi Liao, Yingming Wang, Honghao Fu, ..., Gang Yu, and Daxin Jiang. (2025). Step1X-Edit: A Practical Framework for General Image Editing. arXiv:2504.17761. (Technical Report) [Paper]
12. Honghao Fu, Yufei Wang, Wenhan Yang, and Bihan Wen. (2024). DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild. arXiv preprint arXiv:2405.19996. (Under Review) [Paper]
13. Honghao Fu, Yilang Shen, Yuxuan Liu, Jingzhong Li, and Xiang Zhang. (2023). SGCN: A multi-order neighborhood feature fusion landform classification method based on superpixel and graph convolutional network. International Journal of Applied Earth Observation and Geoinformation, 2023 (IF=8.6). [Paper]