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Tian Gao
Tian Gao
IBM Research
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Dag-gnn: Dag structure learning with graph neural networks
Y Yu, J Chen, T Gao, M Yu
ICML arXiv preprint arXiv:1904.10098, 2019
4602019
Efficient Markov Blanket Discovery and Its Application
T Gao, Q Ji
IEEE Transactions on Cybernetics, 2016
832016
Generalized linear rule models
D Wei, S Dash, T Gao, O Günlük
ICML arXiv preprint arXiv:1906.01761, 2019
722019
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks
D Wei, T Gao, Y Yu
NeurIPS 20 arXiv preprint arXiv:2010.09133, 2020
622020
Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network
H You, Y Yu, M D'Elia, T Gao, S Silling
Journal of Computational Physics 469, 111536, 2022
592022
DAGs with No Curl: An Efficient DAG Structure Learning Approach
Y Yu, T Gao, N Yin, Q Ji
ICML 21 arXiv preprint arXiv:2106.07197, 2021
552021
Proximal graphical event models
D Bhattacharjya, D Subramanian, T Gao
Advances in Neural Information Processing Systems 31, 2018
552018
Local causal discovery of direct causes and effects
T Gao, Q Ji
Advances in Neural Information Processing Systems 28, 2015
542015
Local-to-global Bayesian network structure learning
T Gao, K Fadnis, M Campbell
International Conference on Machine Learning, 1193-1202, 2017
442017
Efficient score-based Markov blanket discovery
T Gao, Q Ji
International Journal of Approximate Reasoning 80, 277-293, 2017
432017
Type-augmented Relation Prediction in Knowledge Graphs
Z Cui, P Kapanipathi, K Talamadupula, T Gao, Q Ji
AAAI 21 arXiv preprint arXiv:2009.07938, 2020
422020
Multi-step entity-centric information retrieval for multi-hop question answering
R Das, A Godbole, D Kavarthapu, Z Gong, A Singhal, M Yu, X Guo, T Gao, ...
Proceedings of the 2nd Workshop on Machine Reading for Question Answering …, 2019
382019
Do multi-hop readers dream of reasoning chains?
H Wang, M Yu, X Guo, R Das, W Xiong, T Gao
arXiv preprint arXiv:1910.14520, 2019
332019
Timeline summarization based on event graph compression via time-aware optimal transport
M Li, T Ma, M Yu, L Wu, T Gao, H Ji, K McKeown
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
322021
Identifying the discourse function of news article paragraphs
WV Yarlott, C Cornelio, T Gao, M Finlayson
Proceedings of the Workshop Events and Stories in the News 2018, 25-33, 2018
302018
Characterization of Overlap in Observational Studies
M Oberst, FD Johansson, D Wei, T Gao, G Brat, D Sontag, KR Varshney
AISTATS, 2020
282020
Event-Driven Continuous Time Bayesian Networks
D Bhattacharjya, K Shanmugam, T Gao, N Mattei, KR Varshney, ...
AAAI, 2020
262020
Parallel Bayesian network structure learning
T Gao, D Wei
International Conference on Machine Learning, 1685-1694, 2018
262018
Multi-step entity-centric information retrieval for multi-hop question answering
A Godbole, D Kavarthapu, R Das, Z Gong, A Singhal, H Zamani, M Yu, ...
arXiv preprint arXiv:1909.07598, 2019
202019
Knowledge-augmented deep learning and its applications: A survey
Z Cui, T Gao, K Talamadupula, Q Ji
IEEE Transactions on Neural Networks and Learning Systems, 2023
172023
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