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Ruocheng Guo
Ruocheng Guo
ByteDance Research, London
Dirección de correo verificada de bytedance.com - Página principal
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A survey of learning causality with data: Problems and methods
R Guo, L Cheng, J Li, PR Hahn, H Liu
ACM Computing Surveys (CSUR) 53 (4), 1-37, 2020
4442020
Causal Interpretability for Machine Learning--Problems, Methods and Evaluation
R Moraffah, M Karami, R Guo, A Raglin, H Liu
ACM SIGKDD Explorations Newsletter, 2020
2212020
Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
Y Liu, Y Yao, JF Ton, X Zhang, R Guo, H Cheng, Y Klochkov, MF Taufiq, ...
arXiv preprint arXiv:2308.05374, 2023
1122023
Learning Individual Causal Effects from Networked Observational Data
R Guo, J Li, H Liu
Proceedings of the 13th ACM International Conference on Web Search and Data …, 2020
1062020
Hierarchical Attention Networks for Cyberbullying Detection on the Instagram Social Network
L Cheng, R Guo, Y Silva, D Hall, H Liu
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
1002019
The independent cascade and linear threshold models
P Shakarian, A Bhatnagar, A Aleali, E Shaabani, R Guo, P Shakarian, ...
Diffusion in Social Networks, 35-48, 2015
812015
Privacy-aware recommendation with private-attribute protection using adversarial learning
G Beigi, A Mosallanezhad, R Guo, H Alvari, A Nou, H Liu
Proceedings of the 13th International Conference on Web Search and Data …, 2020
792020
Diffusion in social networks
P Shakarian, A Bhatnagar, A Aleali, E Shaabani, R Guo
Springer International Publishing, 2015
782015
Learning Fair Node Representations with Graph Counterfactual Fairness
J Ma, R Guo, M Wan, L Yang, A Zhang, J Li
Proceedings of the 15th ACM International Conference on Web Search and Data …, 2022
722022
Causal understanding of fake news dissemination on social media
L Cheng, R Guo, K Shu, H Liu
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
612021
Evaluation methods and measures for causal learning algorithms
L Cheng, R Guo, R Moraffah, P Sheth, KS Candan, H Liu
IEEE Transactions on Artificial Intelligence 3 (6), 924-943, 2022
552022
Graph Few-shot Class-incremental Learning
Z Tan, K Ding, R Guo, H Liu
Proceedings of the 15th ACM International Conference on Web Search and Data …, 2022
492022
Multi-level network embedding with boosted low-rank matrix approximation
J Li, L Wu, R Guo, C Liu, H Liu
Proceedings of the 2019 IEEE/ACM international conference on advances in …, 2019
472019
MLP4Rec: A Pure MLP Architecture for Sequential Recommendations
M Li, X Zhao, C Lyu, M Zhao, R Wu, R Guo
International Joint Conference on Artificial Intelligence (IJCAI), 2022
462022
Privacy preserving text representation learning
G Beigi, K Shu, R Guo, S Wang, H Liu
Proceedings of the 30th ACM Conference on Hypertext and Social Media, 275-276, 2019
452019
Debiasing grid-based product search in e-commerce
R Guo, X Zhao, A Henderson, L Hong, H Liu
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
422020
INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process
R Guo, J Li, H Liu
Proceedings of the 27th International Joint Conference on Artificial …, 2018
422018
CLEAR: Generative Counterfactual Explanations on Graphs
J Ma, R Guo, S Mishra, A Zhang, J Li
Advances in Neural Information Processing Systems (NeurIPS), 2022
402022
Protecting user privacy: An approach for untraceable web browsing history and unambiguous user profiles
G Beigi, R Guo, A Nou, Y Zhang, H Liu
Proceedings of the twelfth ACM international conference on web search and …, 2019
392019
Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects
V Rakesh, R Guo, R Moraffah, N Agarwal, H Liu
ACM International Conference on Information and Knowledge Management, 1679-1682, 2018
392018
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