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Lu Liu
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Nats-bench: Benchmarking nas algorithms for architecture topology and size
X Dong, L Liu, K Musial, B Gabrys
IEEE transactions on pattern analysis and machine intelligence, 2021
436*2021
Free Lunch for Few-shot Learning: Distribution Calibration
S Yang, L Liu, M Xu
ICLR 2021, 2021
1602021
Learning to Propagate for Graph Meta-Learning
L Liu, T Zhou, G Long, J Jiang, C Zhang
NeurIPS 2019, 2019
762019
A universal representation transformer layer for few-shot image classification
L Liu, W Hamilton, G Long, J Jiang, H Larochelle
ICLR 2021, 2020
752020
Rethinking 1d-cnn for time series classification: A stronger baseline
W Tang, G Long, L Liu, T Zhou, J Jiang, M Blumenstein
arXiv preprint arXiv:2002.10061, 2020
742020
Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph
L Liu, T Zhou, G Long, J Jiang, L Yao, C Zhang
IJCAI 2019, 2019
652019
Attribute Propagation Network for Graph Zero-shot Learning
L Liu, T Zhou, G Long, J Jiang, C Zhang
AAAI 2020, 2020
472020
Isometric Propagation Network for Generalized Zero-shot Learning
L Liu, T Zhou, G Long, J Jiang, X Dong, C Zhang
ICLR 2021, 2021
262021
Fedproto: Federated prototype learning over heterogeneous devices
Y Tan, G Long, L Liu, T Zhou, Q Lu, J Jiang, C Zhang
arXiv preprint arXiv:2105.00243, 2021
242021
Many-Class Few-Shot Learning on Multi-Granularity Class Hierarchy
L Liu, T Zhou, G LONG, J Jiang, C Zhang
IEEE Transactions on Knowledge and Data Engineering, 1-1, 2020
152020
Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task
X Zhang, L Liu, G Long, J Jiang, S Liu
Neural Networks 134, 1-10, 2021
92021
Few-shot Time-series Classification with Dual Interpretability
W Tang, L Liu, G Long
ICML 2019 Time Series Workshop, 2019
62019
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision
B Li, X Jiang, D Bai, Y Zhang, N Zheng, X Dong, L Liu, Y Yang, D Li
arXiv preprint arXiv:2108.13465, 2021
22021
Recognizing Vector Graphics without Rasterization
X Jiang, L Liu, C Shan, Y Shen, X Dong, D Li
Advances in Neural Information Processing Systems 34, 24569-24580, 2021
12021
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