Socially aware motion planning with deep reinforcement learning YF Chen, M Everett, M Liu, JP How 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017 | 786 | 2017 |
Learning to learn without forgetting by maximizing transfer and minimizing interference M Riemer, I Cases, R Ajemian, M Liu, I Rish, Y Tu, G Tesauro arXiv preprint arXiv:1810.11910, 2018 | 753 | 2018 |
Decentralized non-communicating multiagent collision avoidance with deep reinforcement learning YF Chen, M Liu, M Everett, JP How 2017 IEEE international conference on robotics and automation (ICRA), 285-292, 2017 | 688 | 2017 |
Data-driven deep learning for automatic modulation recognition in cognitive radios Y Wang, M Liu, J Yang, G Gui IEEE Transactions on Vehicular Technology 68 (4), 4074-4077, 2019 | 630 | 2019 |
6G: Opening new horizons for integration of comfort, security, and intelligence G Gui, M Liu, F Tang, N Kato, F Adachi IEEE Wireless Communications 27 (5), 126-132, 2020 | 609 | 2020 |
A survey on resource allocation for 5G heterogeneous networks: Current research, future trends, and challenges Y Xu, G Gui, H Gacanin, F Adachi IEEE Communications Surveys & Tutorials 23 (2), 668-695, 2021 | 524 | 2021 |
Deep cognitive perspective: Resource allocation for NOMA-based heterogeneous IoT with imperfect SIC M Liu, T Song, G Gui IEEE Internet of Things Journal 6 (2), 2885-2894, 2018 | 272 | 2018 |
Quantum manifestations of graphene edge stress and edge instability: A first-principles study B Huang, M Liu, N Su, J Wu, W Duan, B Gu, F Liu Physical review letters 102 (16), 166404, 2009 | 269 | 2009 |
LightAMC: Lightweight automatic modulation classification via deep learning and compressive sensing Y Wang, J Yang, M Liu, G Gui IEEE Transactions on Vehicular Technology 69 (3), 3491-3495, 2020 | 227 | 2020 |
DSF-NOMA: UAV-assisted emergency communication technology in a heterogeneous Internet of Things M Liu, J Yang, G Gui IEEE Internet of Things Journal 6 (3), 5508-5519, 2019 | 207 | 2019 |
Reconsidering the efficiency of grazing exclusion using fences on the Tibetan Plateau J Sun, M Liu, B Fu, D Kemp, W Zhao, G Liu, G Han, A Wilkes, X Lu, ... Science Bulletin 65 (16), 1405-1414, 2020 | 191 | 2020 |
Deep learning-inspired message passing algorithm for efficient resource allocation in cognitive radio networks M Liu, T Song, J Hu, J Yang, G Gui IEEE Transactions on Vehicular Technology 68 (1), 641-653, 2018 | 189 | 2018 |
How human activities affect heavy metal contamination of soil and sediment in a long-term reclaimed area of the Liaohe River Delta, North China X Yan, M Liu, J Zhong, J Guo, W Wu Sustainability 10 (2), 338, 2018 | 170 | 2018 |
Eigenoption discovery through the deep successor representation MC Machado, C Rosenbaum, X Guo, M Liu, G Tesauro, M Campbell arXiv preprint arXiv:1710.11089, 2017 | 169 | 2017 |
Photoluminescence of monolayer MoS 2 on LaAlO 3 and SrTiO 3 substrates Y Li, Z Qi, M Liu, Y Wang, X Cheng, G Zhang, L Sheng Nanoscale 6 (24), 15248-15254, 2014 | 155 | 2014 |
Learning to teach in cooperative multiagent reinforcement learning S Omidshafiei, DK Kim, M Liu, G Tesauro, M Riemer, C Amato, ... Proceedings of the AAAI conference on artificial intelligence 33 (01), 6128-6136, 2019 | 150 | 2019 |
Effects of urbanization on direct runoff characteristics in urban functional zones C Li, M Liu, Y Hu, T Shi, X Qu, MT Walter Science of the Total Environment 643, 301-311, 2018 | 146 | 2018 |
Soil pH and plant diversity shape soil bacterial community structure in the active layer across the latitudinal gradients in continuous permafrost region of Northeastern China B Ren, Y Hu, B Chen, Y Zhang, J Thiele, R Shi, M Liu, R Bu Scientific Reports 8 (1), 5619, 2018 | 121 | 2018 |
An ancestral NB-LRR with duplicated 3′ UTRs confers stripe rust resistance in wheat and barley C Zhang, L Huang, H Zhang, Q Hao, B Lyu, M Wang, L Epstein, M Liu, ... Nature communications 10 (1), 4023, 2019 | 110 | 2019 |
The long noncoding RNA PVT1 functions as a competing endogenous RNA by sponging miR-186 in gastric cancer T Huang, HW Liu, JQ Chen, SH Wang, LQ Hao, M Liu, B Wang Biomedicine & Pharmacotherapy 88, 302-308, 2017 | 108 | 2017 |