Rui Yang
Former LIRIS member since: 2025-10-31
| Quality | PhD student |
| Team(s) | Imagine |
| Institution | École Centrale de Lyon |
| Thesis | Adaptive and Efficient Continual Learning in Dynamic Environments (click to view details) |
Publications (IdHAL : rui-yang)
Publications LIRIS pour Rui Yang (7)
- 2025 (5)
- Conferences (2)
- International conferences with peer review (2)
- Rui Yang, Matthieu Grard, Emmanuel Dellandréa & Liming Chen (2025). "ONLINE CONTINUAL LEARNING OF DIFFUSION MODELS: MULTI-MODE ADAPTIVE GENERATIVE DISTILLATION". IEEE International Conference on Image Processing, IEEE ICIP 2025, 17 septembre 2025, Anchorage (Alaska) (United States of America). doi : 10.1109/ICIP55913.2025.11084576. HAL : hal-04928776.
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- Rui Yang, Matthieu Grard, Emmanuel Dellandréa & Liming Chen (2025). "Entropy-Guided Self-Regulated Learning Without Forgetting for Distribution-Shift Continual Learning with blurred task boundaries". 5th International Conference on Robotics, Computer Vision and Intelligent Systems, ROBOVIS 2025, 27 février 2025, Porto (Portugal) (Portugal). doi : 10.1007/978-3-032-00986-9_29. HAL : hal-04228875. .
- HDR, thesis (1)
- Thesis (1)
- Rui Yang (2025). "Adaptive and efficient continual learning in dynamic environments". doi : 10.70675/77589246z70dfz4da8za0f0z645d1e2fa13e. HAL : tel-05261906. .
- Others (2)
- Zezeng Li, Alexandre Chapin, Enda Xiang, Rui Yang, Bruno Machado, Na Lei, Emmanuel Dellandréa, Di Huang & Liming Chen (2025). "Robotic Manipulation via Imitation Learning: Taxonomy, Evolution, Benchmark, and Challenges". doi : 10.48550/arxiv.2508.17449. HAL : hal-05220821. .
- Rui Yang, Matthieu Grard, Emmanuel Dellandréa & Liming Chen (2025). "Adaptive Class Aware Memory Selection and Contrastive Representation Learning for Robust Online Continual Learning in both Balanced and Imbalanced Data Environments". HAL : hal-04929086. .
- 2024 (1)
- Conferences (1)
- International conferences with peer review (1)
- Rui Yang, Matthieu Grard, Emmanuel Dellandréa & Liming Chen (2024). "Imbalanced data robust online continual learning based on evolving class aware memory selection and built-in contrastive representation learning". IEEE International Conference on Image Processing (ICIP), Abou Dabi (United Arab Emirates). doi : 10.1109/ICIP51287.2024.10647123. HAL : hal-04228888. .
- 2023 (1)
- Conferences (1)
- International conferences with peer review (1)
- Rui Yang, Matthieu Grard, Emmanuel Dellandréa & Liming Chen (2023). "When continual learning meets robotic grasp detection: a novel benchmark on the Jacquard dataset". 18th International Conference on Computer Vision Theory and Applications (VISAPP), 21 février 2023, Lisbon (Portugal). doi : 10.5220/0011874700003417. HAL : hal-04350431. .
Publications hors LIRIS
Publications hors LIRIS pour Rui Yang (2)
- 2024 (1)
- Conferences (1)
- International conferences with peer review (1)
- Rui Yang, Tao Yang, Zhi Yan, Tomas Krajnik & Yassine Ruichek (2024). "Preventing Catastrophic Forgetting in Continuous Online Learning for Autonomous Driving". The 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2024), 18 octobre 2024, Abu Dhabi (United Arab Emirates), pp. 5505-5512. doi : 10.1109/IROS58592.2024.10801619. HAL : hal-04691842. .
- 2022 (1)
- Journals (1)
- International journals with peer review (1)
- Xiaoqiang Li, Xi Xie, Jesus Gonzalez-Julian, Rui Yang, Ruth Schwaiger & Jürgen Malzbender (2022). "Oxidation and creep behavior of textured Ti2AlC and Ti3AlC2". Journal of the European Ceramic Society, vol. 42, #2, pp. 364-375. doi : 10.1016/j.jeurceramsoc.2021.10.018. HAL : hal-05184236.