Robust deep reinforcement learning with adversarial attacks A Pattanaik, Z Tang, S Liu, G Bommannan, G Chowdhary 2018 International Conference on Autonomous Agents and Multiagent Systems …, 2017 | 339 | 2017 |
Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning S Liu*, P Chang*, W Liang†, N Chakraborty†, K Driggs-Campbell 2021 IEEE International Conference on Robotics and Automation (ICRA), 3517-3524, 2021 | 93 | 2021 |
Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph S Liu*, P Chang*, Z Huang, N Chakraborty, K Hong, W Liang, J Geng, ... 2023 IEEE International Conference on Robotics and Automation (ICRA), 2022 | 47* | 2022 |
Structural Attention-Based Recurrent Variational Autoencoder for Highway Vehicle Anomaly Detection N Chakraborty, A Hasan, S Liu, T Ji, W Liang, DL McPherson, ... 2023 International Conference on Autonomous Agents and Multiagent Systems …, 2023 | 10 | 2023 |
Occlusion-Aware Crowd Navigation Using People as Sensors YJ Mun, M Itkina, S Liu, K Driggs-Campbell 2023 IEEE International Conference on Robotics and Automation (ICRA), 2022 | 10 | 2022 |
Dragon: A dialogue-based robot for assistive navigation with visual language grounding S Liu, A Hasan, K Hong, R Wang, P Chang, Z Mizrachi, J Lin, ... IEEE Robotics and Automation Letters, 2024 | 9 | 2024 |
Learning to Navigate Intersections with Unsupervised Driver Trait Inference S Liu, P Chang, H Chen, N Chakraborty, K Driggs-Campbell 2022 International Conference on Robotics and Automation (ICRA), 3576-3582, 2021 | 9 | 2021 |
Robot sound interpretation: Combining sight and sound in learning-based control P Chang, S Liu, H Chen, K Driggs-Campbell 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020 | 9 | 2020 |
Predicting Object Interactions with Behavior Primitives: An Application in Stowing Tasks H Chen, Y Niu, K Hong, S Liu, Y Wang, Y Li, KR Driggs-Campbell 7th Annual Conference on Robot Learning, 2023 | 6 | 2023 |
Learning Visual-Audio Representations for Voice-Controlled Robots P Chang, S Liu, K Driggs-Campbell 2023 IEEE International Conference on Robotics and Automation (ICRA), 2021 | 6* | 2021 |
Combining Model-Based Controllers and Generative Adversarial Imitation Learning for Traffic Simulation H Chen, T Ji, S Liu, K Driggs-Campbell 2022 IEEE 25th International Conference on Intelligent Transportation …, 2022 | 4 | 2022 |
An interdisciplinary approach: Potential for robotic support to address wayfinding barriers among persons with visual impairments MA Bayles, T Kadylak, S Liu, A Hasan, W Liang, K Hong, ... Proceedings of the Human Factors and Ergonomics Society Annual Meeting 66 (1 …, 2022 | 3 | 2022 |
Designing a Wayfinding Robot for People with Visual Impairments S Liu, A Hasan, K Hong, CK Yao, J Lin, W Liang, MA Bayles, WA Rogers, ... arXiv preprint arXiv:2302.09144, 2023 | 2 | 2023 |
Off Environment Evaluation Using Convex Risk Minimization P Katdare, S Liu, K Driggs-Campbell 2022 International Conference on Robotics and Automation (ICRA), 7485-7491, 2022 | 2 | 2022 |
A Data-Efficient Visual-Audio Representation with Intuitive Fine-tuning for Voice-Controlled Robots P Chang, S Liu, T Ji, N Chakraborty, K Hong, K Driggs-Campbell arXiv preprint arXiv:2301.09749, 2023 | 1 | 2023 |
Structured Graph Network for Constrained Robot Crowd Navigation with Low Fidelity Simulation S Liu, K Hong, N Chakraborty, K Driggs-Campbell arXiv preprint arXiv:2405.16830, 2024 | | 2024 |
Prostate cancer diagnosis by deep learning S Liu University of Illinois at Urbana Champaign, 2018 | | 2018 |