Guang Chen
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates
Education Level: Doctor′s Degree graduated
Degree: Doctor of Engineering
Alma Mater: 慕尼黑工业大学
Discipline:
Computer Science and Technology
Traffic and Transportation
Electronic Information Engineering
Vehicle Engineering
Achievements of The Thesis
- [1]Guang Chen.Safe Multiagent Learning With Soft Constrained Policy Optimization in Real Robot Control445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA:IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,2024,20(9):10706-10716.
- [2]Guang Chen.VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning10010 NORTH TORREY PINES RD, LA JOLLA, CALIFORNIA 92037 USA:37th Conference on Neural Information Processing Systems (NeurIPS),2023,
- [3]Guang Chen.Urban Radiance Field Representation with Deformable Neural Mesh Primitives10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE/CVF International Conference on Computer Vision (ICCV),2023,465-476.
- [4]Guang Chen.TMA: Temporal Motion Aggregation for Event-based Optical Flow10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE/CVF International Conference on Computer Vision (ICCV),2023,9651-9660.
- [5]Guang Chen.UMC: A Unified Bandwidth-efficient and Multi-resolution based Collaborative Perception Framework10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE/CVF International Conference on Computer Vision (ICCV),2023,8153-8162.
- [6]Guang Chen.Upcycling Models under Domain and Category Shift10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2023,20019-20028.
- [7]Guang Chen.Modality-Agnostic Debiasing for Single Domain Generalization10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2023,24142-24151.
- [8]Guang Chen.Hybrid Residual Multiexpert Reinforcement Learning for Spatial Scheduling of High-Density Parking Lots445 HOES LANE, PISCATAWAY, NJ 08855-4141 USA:IEEE TRANSACTIONS ON CYBERNETICS,2024,54(5):2771-2783.
- [9]Guang Chen.GhostViT: Expediting Vision Transformers Via Cheap OperationsIEEE Transactions on Artificial Intelligence,2023,1-9.
- [10]Guang Chen.NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),2023,909-918.