Hu, C. (2026) “GUIDE: Gaussian Unified Instance Detection for Enhanced Obstacle Perception in Autonomous Driving”, Proceedings of the AAAI Conference on Artificial Intelligence, 40(6), pp. 4816–4824. doi: 10.1609/aaai.v40i6.42484.