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Qingbiao Li
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Journal Articles
- 2023
- [j7]Kangyu Ji
, Weizhe Lin, Yuqi Sun
, Lin-Song Cui
, Javad Shamsi, Yu-Hsien Chiang, Jiawei Chen, Elizabeth M. Tennyson
, Linjie Dai
, Qingbiao Li, Kyle Frohna
, Miguel Anaya
, Neil C. Greenham, Samuel D. Stranks
:
Self-supervised deep learning for tracking degradation of perovskite light-emitting diodes with multispectral imaging. Nat. Mac. Intell. 5(11): 1225-1235 (2023) - [j6]Linhan Yang
, Bidan Huang
, Qingbiao Li
, Ya-Yen Tsai
, Wang Wei Lee, Chaoyang Song
, Jia Pan
:
TacGNN: Learning Tactile-Based In-Hand Manipulation With a Blind Robot Using Hierarchical Graph Neural Network. IEEE Robotics Autom. Lett. 8(6): 3605-3612 (2023) - [j5]Weizhe Lin
, Indigo Orton
, Qingbiao Li
, Gabriela Pavarini
, Marwa Mahmoud
:
Looking at the Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress. IEEE Trans. Affect. Comput. 14(2): 1175-1187 (2023) - 2022
- [j4]Fernando Gama
, Qingbiao Li
, Ekaterina I. Tolstaya, Amanda Prorok
, Alejandro Ribeiro
:
Synthesizing Decentralized Controllers With Graph Neural Networks and Imitation Learning. IEEE Trans. Signal Process. 70: 1932-1946 (2022) - 2021
- [j3]Qingbiao Li
, Weizhe Lin, Zhe Liu
, Amanda Prorok
:
Message-Aware Graph Attention Networks for Large-Scale Multi-Robot Path Planning. IEEE Robotics Autom. Lett. 6(3): 5533-5540 (2021) - 2020
- [j2]Binyu Wang, Zhe Liu
, Qingbiao Li
, Amanda Prorok
:
Mobile Robot Path Planning in Dynamic Environments Through Globally Guided Reinforcement Learning. IEEE Robotics Autom. Lett. 5(4): 6932-6939 (2020) - 2019
- [j1]Qingbiao Li
, Jianyu Lin, Neil T. Clancy
, Daniel S. Elson
:
Estimation of tissue oxygen saturation from RGB images and sparse hyperspectral signals based on conditional generative adversarial network. Int. J. Comput. Assist. Radiol. Surg. 14(6): 987-995 (2019)
Conference and Workshop Papers
- 2023
- [c10]Chenning Yu, Qingbiao Li, Sicun Gao, Amanda Prorok:
Accelerating Multi-Agent Planning Using Graph Transformers with Bounded Suboptimality. ICRA 2023: 3432-3439 - [c9]Jan Blumenkamp, Qingbiao Li, Binyu Wang, Zhe Liu, Amanda Prorok:
See What the Robot Can't See: Learning Cooperative Perception for Visual Navigation. IROS 2023: 7333-7340 - 2022
- [c8]Amanda Prorok, Jan Blumenkamp, Qingbiao Li, Ryan Kortvelesy, Zhe Liu, Ethan Stump:
The Holy Grail of Multi-Robot Planning: Learning to Generate Online-Scalable Solutions from Offline-Optimal Experts. AAMAS 2022: 1804-1808 - [c7]Benjamin Hudson, Qingbiao Li, Matthew Malencia, Amanda Prorok:
Graph Neural Network Guided Local Search for the Traveling Salesperson Problem. ICLR 2022 - [c6]Jan Blumenkamp, Steven D. Morad, Jennifer Gielis, Qingbiao Li, Amanda Prorok:
A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies. ICRA 2022: 8772-8778 - [c5]Lifeng Zhou, Vishnu D. Sharma, Qingbiao Li, Amanda Prorok, Alejandro Ribeiro
, Pratap Tokekar, Vijay Kumar:
Graph Neural Networks for Decentralized Multi-Robot Target Tracking. SSRR 2022: 195-202 - 2021
- [c4]Zhe Wang, Kangfeng Zheng, Qingbiao Li, Maonan Wang, Xiujuan Wang:
Adversarial Text Generation for Personality Privacy Protection. DSIT 2021: 159-165 - 2020
- [c3]Qingbiao Li, Fernando Gama, Alejandro Ribeiro, Amanda Prorok:
Graph Neural Networks for Decentralized Path Planning. AAMAS 2020: 1901-1903 - [c2]Qingbiao Li, Fernando Gama, Alejandro Ribeiro
, Amanda Prorok:
Graph Neural Networks for Decentralized Multi-Robot Path Planning. IROS 2020: 11785-11792 - 2017
- [c1]Qingbiao Li, Iordanis Chatzinikolaidis
, Yiming Yang, Sethu Vijayakumar, Zhibin Li:
Robust foot placement control for dynamic walking using online parameter estimation. Humanoids 2017: 165-170
Informal and Other Publications
- 2023
- [i14]Chenning Yu, Qingbiao Li, Sicun Gao, Amanda Prorok:
Accelerating Multi-Agent Planning Using Graph Transformers with Bounded Suboptimality. CoRR abs/2301.08451 (2023) - [i13]Linhan Yang, Bidan Huang, Qingbiao Li, Ya-Yen Tsai, Wang Wei Lee, Chaoyang Song, Jia Pan:
TacGNN: Learning Tactile-based In-hand Manipulation with a Blind Robot. CoRR abs/2304.00736 (2023) - 2022
- [i12]Jan Blumenkamp, Qingbiao Li, Binyu Wang, Zhe Liu, Amanda Prorok:
Learning to Navigate using Visual Sensor Networks. CoRR abs/2208.00759 (2022) - 2021
- [i11]Lifeng Zhou, Vishnu D. Sharma, Qingbiao Li, Amanda Prorok, Alejandro Ribeiro, Vijay Kumar:
Graph Neural Networks for Decentralized Multi-Robot Submodular Action Selection. CoRR abs/2105.08601 (2021) - [i10]Amanda Prorok, Jan Blumenkamp, Qingbiao Li, Ryan Kortvelesy, Zhe Liu, Ethan Stump:
The Holy Grail of Multi-Robot Planning: Learning to Generate Online-Scalable Solutions from Offline-Optimal Experts. CoRR abs/2107.12254 (2021) - [i9]Benjamin Hudson, Qingbiao Li, Matthew Malencia, Amanda Prorok:
Graph Neural Network Guided Local Search for the Traveling Salesperson Problem. CoRR abs/2110.05291 (2021) - [i8]Jan Blumenkamp, Steven D. Morad, Jennifer Gielis, Qingbiao Li, Amanda Prorok:
A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies. CoRR abs/2111.01777 (2021) - 2020
- [i7]Qingbiao Li, Chunhua Wu, Kangfeng Zheng, Zhe Wang:
Hierarchical Transformer Network for Utterance-level Emotion Recognition. CoRR abs/2002.07551 (2020) - [i6]Qingbiao Li, Chunhua Wu, Kangfeng Zheng:
Text Classification with Lexicon from PreAttention Mechanism. CoRR abs/2002.07591 (2020) - [i5]Binyu Wang, Zhe Liu, Qingbiao Li, Amanda Prorok:
Mobile Robot Path Planning in Dynamic Environments through Globally Guided Reinforcement Learning. CoRR abs/2005.05420 (2020) - [i4]Weizhe Lin, Indigo Orton, Qingbiao Li, Gabriela Pavarini, Marwa Mahmoud:
Looking At The Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress. CoRR abs/2007.15815 (2020) - [i3]Qingbiao Li, Weizhe Lin, Zhe Liu, Amanda Prorok:
Message-Aware Graph Attention Networks for Large-Scale Multi-Robot Path Planning. CoRR abs/2011.13219 (2020) - [i2]Fernando Gama, Qingbiao Li, Ekaterina I. Tolstaya, Amanda Prorok, Alejandro Ribeiro:
Decentralized Control with Graph Neural Networks. CoRR abs/2012.14906 (2020) - 2019
- [i1]Qingbiao Li, Fernando Gama, Alejandro Ribeiro, Amanda Prorok:
Graph Neural Networks for Decentralized Multi-Robot Path Planning. CoRR abs/1912.06095 (2019)
Coauthor Index
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