Publications

1. Building an open-vocabulary video CLIP model with better architectures, optimization and data. PAMI 2024. bib
Zuxuan Wu, Zejia Weng, Wujian Peng, Xitong Yang, Ang Li, Larry S. Davis, Yu-Gang Jiang
2. Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization. ICML 2023. bib
Zejia Weng, Xitong Yang, Ang Li, Zuxuan Wu, Yu-Gang Jiang
3. Information-theoretic Online Memory Selection for Continual Learning. ICLR 2022. bibtex
Shengyang Sun, Daniele Calandriello, Huiyi Hu, Ang Li, Michalis Titsias.
4. One Pass ImageNet. NeurIPS 2021 Workshop on ImageNet. bibtex
Huiyi Hu, Ang Li, Daniele Calandriello, Dilan Gorur.
5. Task-agnostic Continual Learning with Hybrid Probabilistic Models. ICML 2021 workshop. bibtex
Polina Kirichenko, Mehrdad Farajtabar, Dushyant Rao, Balaji Lakshminarayanan, Nir Levine, Ang Li, Huiyi Hu, Andrew Gordon Wilson, Razvan Pascanu.
6. The Effectiveness of Memory Replay in Large Scale Continual Learning. CVPR 2021 Workshop on Continual Learning. bibtex
Yogesh Balaji, Mehrdad Farajtabar, Dong Yin, Alex Mott, Ang Li.
7. SOLA: Continual Learning with Second-Order Loss Approximation. ICML 2020 Workshop on Continual Learning. bibtex
Dong Yin, Mehrdad Farajtabar, Ang Li.
8. Orthogonal Gradient Descent for Continual Learning. AISTATS 2020. bibtex
Mehrdad Farajtabar, Navid Azizan, Alex Mott, Ang Li.

Press Coverage

• Baidu Apollo Day: Expanded robotaxi operations and new autonomous driving software and hardware. Autonomous Driving International.
• Baidu Announces Plan to Build the World's Largest Fully Driverless Ride-Hailing Service Area in 2023. PR Newswire.
• DeepMind’s One Pass ImageNet: A New Benchmark for Resource Efficiency in Deep Learning. Synced Review
• ETA Prediction with Graph Neural Networks in Google Maps (Paper Explained). The AI Epiphany.
• An algorithm that evolved Starcraft bots is also training self-driving cars. MIT Technology Review
• Waymo and DeepMind mimic evolution to develop a new, better way to train self-driving AI. TechCrunch
• How evolutionary selection can train more capable self-driving cars. DeepMind Blog.
• Using automated data augmentation to advance our Waymo Driver. Waymo Blog
• How Google Maps uses DeepMind’s AI tools to predict your arrival time. The Verge.
• DeepMind claims its AI improved Google Maps travel time estimates by up to 50%. VentureBeat
• Traffic prediction with advanced Graph Neural Networks. DeepMind Blog
• DeepMind’s AI uses aerial and ground-view data to navigate unseen areas. VentureBeat

Academic Servicet

• Journal Reviewer:
  • IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI)
  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
  • IEEE Transaction on Image Processing (TIP)
  • The Visual Computer Journal (TVCJ)
  • SPIE Journal of Electronic Imaging (JEI)
  • IEEE Transaction on Cybernetics
  • Robotics and Autonomous Systems
  • Machine Learning
• Session Chair:
  • International Joint Conference on Artificial Intelligence (IJCAI) 2021
• Area Chair:
  • NeurIPS Workshop on Meta Learning 2021
  • NeurIPS Workshop on Meta Learning 2022
• Senior Program Committee:
  • AAAI Conference on Artificial Intelligence (AAAI) 2021
  • International Joint Conference on Artificial Intelligence (IJCAI) 2020, 2021
  • International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS) 2020
• Program Committee:
  • International Conference on Learning Representations (ICLR)
  • Annual Conference on Neural Information Processing Systems (NeurIPS)
  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • International Conference on Machine Learning (ICML)
  • IEEE International Conference on Computer Vision (ICCV)
  • European Conference on Computer Vision (ECCV)
  • International Joint Conference on Artificial Intelligence (IJCAI)
  • International Conference on Artificial Intelligence and Statistics (AISTATS)
  • ACM International Conference on Multimedia (MM)