Publications

Please see Google Scholar for more recent works and arXiv papers.

2025

  1. CVPR
    HD-EPIC: A Highly-Detailed Egocentric Video Dataset
    Toby Perrett, Ahmad Darkhalil, Saptarshi Sinha, Omar Emara, Sam Pollard, Kranti Parida, Kaiting Liu, Prajwal Gatti, Siddhant Bansal, Kevin Flanagan, Jacob Chalk, Zhifan Zhu, Rhodri Guerrier, Fahd Abdelazim, Bin Zhu, Davide Moltisanti, Michael Wray, Hazel Doughty, Dima Damen
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2025
    PDF Website
  2. ICMR
    Advancing Food Nutrition Estimation via Visual-Ingredient Feature Fusion
    Huiyan Qi, Bin Zhu, Chong-Wah Ngo, Jingjing Chen, Ee-Peng Lim
    ACM International Conference on Multimedia Retrieval (ICMR) , 2025
    PDF Website
  3. ICME
    Efficient Prompt Tuning for Hierarchical Ingredient Recognition
    Yinxuan Gui, Bin Zhu, Jingjing Chen, Chong-Wah Ngo
    IEEE International Conference on Multimedia & Expo (ICME) , 2025
    PDF
  4. CHI
    OSCAR: Object Status and Contextual Awareness for Recipes to Support Non-Visual Cooking
    Franklin Mingzhe Li, Kaitlyn Ng, Bin Zhu, Patrick Carrington
    ACM Conference on Human Factors in Computing Systems (Late Breaking Work) (CHI-LBW) , 2025
    PDF
  5. TMM
    FoodLMM: A Versatile Food Assistant Using Large Multi-modal Model
    Yuehao Yin, Huiyan Qi, Bin Zhu, Jingjing Chen, Yu-Gang Jiang, Chong-Wah Ngo
    IEEE Transactions on Multimedia (TMM) , 2025
    PDF Code
  6. AAAI
    Hand1000: Generating Realistic Hands from Text with Only 1,000 Images
    Haozhuo Zhang, Bin Zhu, Yu Cao, Yanbin Hao
    The 39th Annual AAAI Conference on Artificial Intelligence (AAAI) , 2025
    PDF Website
  7. AAAI
    RAGG: Retrieval-Augmented Grasp Generation Model
    Zhenhua Tang, Bin Zhu, Yanbin Hao, Chong-Wah Ngo, Richang Hong
    The 39th Annual AAAI Conference on Artificial Intelligence (AAAI) , 2025
    PDF Website
  8. WACV
    Retrieval Augmented Recipe Generation
    Guoshan Liu, Hailong Yin, Bin Zhu, Jingjing Chen, Chong-Wah Ngo, Yu-Gang Jiang
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , 2025
    PDF

2024

  1. ACM MM
    Navigating Weight Prediction with Diet Diary
    Yinxuan Gui, Bin Zhu, Jingjing Chen, Chong Wah Ngo, and Yu-Gang Jiang
    Proceedings of the 32st ACM International Conference on Multimedia (ACM MM) , 2024
    PDF Website
  2. TOMM
    CVLP-NaVD: Contrastive Visual-Language Pre-training Models for Non-annotated Visual Description
    Haoran Li, Yanbin Hao, Jiarui Yu, Bin Zhu, Shuo Wang, Tong Xu
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
    PDF
  3. ECCV
    Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective
    Fangzhou Song, Bin Zhu, Yanbin Hao and Shuo Wang
    European Conference on Computer Vision (ECCV) , 2024
    PDF Code
  4. MM Asia
    Active Object Segmentation: A New Modality for Egocentric Action Recognition
    Jian Ma, Bin Zhu, Kun Li, Dima Damen
    ACM Multimedia Asia (MM Asia), 2024
    PDF
  5. TOMM
    Text-driven Video Prediction
    Xue Song, Jingjing Chen, Bin Zhu, Yugang Jiang
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
    PDF
  6. TMM
    From Canteen Food to Daily Meals: Generalizing Food Recognition to More Practical Scenarios
    Guoshan Liu, Yang Jiao, Jingjing Chen, Bin Zhu, Yu-Gang Jiang
    IEEE Transactions on Multimedia (TMM)
    PDF
  7. TMM
    Efficient Unsupervised Video Hashing with Contextual Modeling and Structural Controlling
    Jingru Duan, Yanbin Hao, Bin Zhu, Lechao Cheng, Pengyuan Zhou, Xiang Wang
    IEEE Transactions on Multimedia (TMM)
    PDF