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Ziqiao Meng
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Year
Magnn: Metapath aggregated graph neural network for heterogeneous graph embedding
X Fu, J Zhang, Z Meng, I King
Proceedings of the web conference 2020, 2331-2341, 2020
9302020
Modeling scale-free graphs with hyperbolic geometry for knowledge-aware recommendation
Y Chen, M Yang, Y Zhang, M Zhao, Z Meng, J Hao, I King
Proceedings of the fifteenth ACM international conference on web search and …, 2022
832022
Graph-adaptive rectified linear unit for graph neural networks
Y Zhang, H Zhu, Z Meng, P Koniusz, I King
Proceedings of the ACM Web Conference 2022, 1331-1339, 2022
332022
Featurenorm: L2 feature normalization for dynamic graph embedding
M Yang, Z Meng, I King
2020 IEEE International Conference on Data Mining (ICDM), 731-740, 2020
332020
Semi-supervised multi-label learning for graph-structured data
Z Song, Z Meng, Y Zhang, I King
Proceedings of the 30th ACM International Conference on Information …, 2021
312021
Meta-learning with motif-based task augmentation for few-shot molecular property prediction
Z Meng, Y Li, P Zhao, Y Yu, I King
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
132023
A unified view of deep learning for reaction and retrosynthesis prediction: current status and future challenges
Z Meng, P Zhao, Y Yu, I King
arXiv preprint arXiv:2306.15890, 2023
92023
Step-on-feet tuning: Scaling self-alignment of llms via bootstrapping
H Wang, G Ma, Z Meng, Z Qin, L Shen, Z Zhang, B Wu, L Liu, Y Bian, T Xu, ...
arXiv preprint arXiv:2402.07610, 2024
82024
A Diffusion-Based Pre-training Framework for Crystal Property Prediction
Z Song, Z Meng, I King
Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 8993-9001, 2024
72024
Doubly stochastic graph-based non-autoregressive reaction prediction
Z Meng, P Zhao, Y Yu, I King
arXiv preprint arXiv:2306.06119, 2023
62023
Geometric view of soft decorrelation in self-supervised learning
Y Zhang, H Zhu, Z Song, Y Chen, X Fu, Z Meng, P Koniusz, I King
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
22024
Recent Advances in Speech Language Models: A Survey
W Cui, D Yu, X Jiao, Z Meng, G Zhang, Q Wang, Y Guo, I King
arXiv preprint arXiv:2410.03751, 2024
12024
Parrot: Autoregressive Spoken Dialogue Language Modeling with Decoder-only Transformers
Z Meng, Q Wang, W Cui, Y Zhang, B Wu, I King, L Chen, P Zhao
Audio Imagination: NeurIPS 2024 Workshop AI-Driven Speech, Music, and Sound …, 0
1
Training method and application method for reaction product prediction model, apparatus, and device
M Ziqiao, P Zhao
US Patent App. 18/624,349, 2024
2024
Reactant molecule prediction using molecule completion model
M Ziqiao, P Zhao
US Patent App. 18/597,636, 2024
2024
Towards Geometric Normalization Techniques in SE (3) Equivariant Graph Neural Networks for Physical Dynamics Simulations
Z Meng, L Zeng, Z Song, T Xu, P Zhao, I King
Understanding Graph Neural Networks via Trajectory Analysis
Z Meng, J Dong, Z Huang, I King
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