Tianyi Zhou
Tianyi Zhou
Assistant Professor of Computer Science, University of Maryland, College Park
Verified email at - Homepage
Cited by
Cited by
Godec: Randomized low-rank & sparse matrix decomposition in noisy case
T Zhou, D Tao
International Conference on Machine Learning 3, 2, 2011
Disan: Directional self-attention network for rnn/cnn-free language understanding
T Shen, T Zhou, G Long, J Jiang, S Pan, C Zhang
AAAI 2018, arXiv preprint arXiv:1709.04696, 2017
Manifold elastic net: a unified framework for sparse dimension reduction
T Zhou, D Tao, X Wu
Data Mining and Knowledge Discovery 22 (3), 340-371, 2011
Bi-directional block self-attention for fast and memory-efficient sequence modeling
T Shen, T Zhou, G Long, J Jiang, C Zhang
ICLR 2018, 2018
Reinforced self-attention network: a hybrid of hard and soft attention for sequence modeling
T Shen, T Zhou, G Long, J Jiang, S Wang, C Zhang
arXiv preprint arXiv:1801.10296 (accepted by IJCAI 2018), 2018
Curriculum-guided hindsight experience replay
M Fang, T Zhou, Y Du, L Han, Z Zhang
NeurIPS 2019, 2019
Rethinking 1d-cnn for time series classification: A stronger baseline
W Tang, G Long, L Liu, T Zhou, J Jiang, M Blumenstein
ICLR 2022, arXiv preprint arXiv:2002.10061, 1-7, 2020
Learning to propagate for graph meta-learning
L Liu, T Zhou, G Long, J Jiang, C Zhang
NeurIPS 2019, arXiv preprint arXiv:1909.05024, 2019
Double Shrinking Sparse Dimension Reduction
T Zhou, D Tao
IEEE Transactions on Image Processing (TIP), 2012
Bilateral random projections
T Zhou, D Tao
2012 IEEE International Symposium on Information Theory Proceedings, 1286-1290, 2012
Greedy bilateral sketch, completion & smoothing
T Zhou, D Tao
Artificial Intelligence and Statistics, 650-658, 2013
Compressed labeling on distilled labelsets for multi-label learning
T Zhou, D Tao, X Wu
Machine Learning, 1-58, 2012
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
Structure-augmented text representation learning for efficient knowledge graph completion
B Wang, T Shen, G Long, T Zhou, Y Wang, Y Chang
Proceedings of the Web Conference 2021, 1737-1748, 2021
NESVM: A fast gradient method for support vector machines
T Zhou, D Tao, X Wu
2010 IEEE International Conference on Data Mining, 679-688, 2010
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction
Y Li, G Long, T Shen, T Zhou, L Yao, H Huo, J Jiang
AAAI 2020, 2019
Attribute Propagation Network for Graph Zero-shot Learning
L Liu, T Zhou, G Long, J Jiang, C Zhang
AAAI 2020, 2019
Minimax Curriculum Learning: Machine Teaching with Desirable Difficulties and Scheduled Diversity
T Zhou, J Bilmes
International Conference on Learning Representations (ICLR), https …, 2018
Robust Curriculum Learning: from clean label detection to noisy label self-correction
T Zhou, S Wang, J Bilmes
ICLR 2021,, 2021
Fedproto: Federated prototype learning across heterogeneous clients
Y Tan, G Long, L Liu, T Zhou, Q Lu, J Jiang, C Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8432-8440, 2022
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