Honghao Fu
Portrait of Honghao Fu

Honghao Fu

Ph.D. Student @ University of Queensland

Email: honghao.fu@uq.edu.au · hfu006@e.ntu.edu.sg

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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.

  • Artificial Intelligence
  • Large Language Models
  • Agentic Systems
  • Multimodal Understanding

Education

  1. University of Queensland Doctor of Philosophy 2025-Now
  2. Nanyang Technological University Master of Science 2023-2025
  3. Southeast University Bachelor of Engineering 2019-2023

Work Experience

  1. StepFun Intern Researcher Mar. 2025 - Jun. 2025
  2. HKUST-GZ Intern Researcher Aug. 2023 - Feb. 2025

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.

Selected Publications

VideoStir framework figure

VideoStir: Understanding Long Videos via Spatio-Temporally Structured and Intent-Aware RAG

Honghao Fu, Miao Xu, Yiwei Wang, Dailing Zhang, Jun Liu, Yujun Cai

ACL 2026 (main) Oral CORE A* CCF-A

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ContextNav framework figure

ContextNav: Towards Agentic Multimodal In-Context Learning

Honghao Fu, Yuan Ouyang, Kai-Wei Chang, Yiwei Wang, Zi Huang, Yujun Cai

ICLR 2026 CORE A* CCF-A

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OmniLottie framework figure

OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens

Yiying Yang, Wei Cheng, Sijin Chen, Honghao Fu, Xianfang Zeng, Yujun Cai, Gang Yu, Xingjun Ma

CVPR 2026 CORE A* CCF-A

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VistaWise framework figure

VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft

Honghao Fu, Junlong Ren, Qi Chai, Deheng Ye, Yujun Cai, Hao Wang

EMNLP 2025 (main) CORE A* CCF-B

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BrainVis framework figure

BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction

Honghao Fu, Hao Wang, Jing-Jih Chin, Zhiqi Shen

ICASSP 2025 CCF-B

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Step1X-Edit framework figure

Step1X-Edit: A Practical Framework for General Image Editing

Step1X-Image Team, StepFun

Technical Report, 2025

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SDR-GAIN framework figure

SDR-GAIN: A High Real-Time Occluded Pedestrian Pose Completion Method for Autonomous Driving

Honghao Fu, Yongli Gu, Yidong Yan, Yilang Shen, Yiwen Wu, Libo Sun

IEEE Trans. ITS, 2025 Q1 (IF=8.4) CCF-B

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DP-IQA framework figure

DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild

Honghao Fu, Yufei Wang, Wenhan Yang, Alex C. Kot, Bihan Wen

ArXiv 2024 Under Review

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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. 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]
  4. 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]
  5. 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]
  6. 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. (Q1, IF=8.4) [Paper]
  7. 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. (Q1, IF=7.5) [Paper]
  8. 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]
  9. Junlong Ren, Gangjian Zhang, Honghao Fu, Pengcheng Wu, and Hao Wang. (2025). WaMo: Wavelet-Enhanced Multi-Frequency Trajectory Analysis for Fine-Grained Text-Motion Retrieval. arXiv:2508.03343. (Under Review) [Paper]
  10. 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]
  11. 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. (Q1, IF=8.6) [Paper]

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