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Guangyuan Piao
Guangyuan Piao
其他姓名朴 光元, 박 광원
Senior Research/Data Scientist
在 dell.com 的电子邮件经过验证 - 首页
标题
引用次数
年份
Demystifying Chains, Trees, and Graphs of Thoughts
M Besta, F Memedi, Z Zhang, R Gerstenberger, G Piao, N Blach, P Nyczyk, ...
arXiv preprint arXiv:2401.14295, 2024
32024
Renyi Divergence Deep Mutual Learning
W Huang, J Tao, C Deng, M Fan, W Wan, Q Xiong, G Piao
ECML/PKDD, 2023
2023
Geometric Heuristics for Transfer Learning in Decision Trees
S Chaubal, M Rzepecki, PK Nicholson, G Piao, A Sala
International Conference on Information & Knowledge Management (CIKM), 151-160, 2021
22021
Learning to Predict the Departure Dynamics of Wikidata Editors
G Piao, W Huang
International Semantic Web Conference (ISWC), 2021
22021
A simple language independent approach for distinguishing individuals on social media
G Piao
Proceedings of the 32nd ACM Conference on Hypertext and Social Media, 251-256, 2021
12021
Deadline-Aware TDMA Scheduling for Multihop Networks Using Reinforcement Learning
S Chilukur, G Piao, D Lugones, D Pesch
IFIP Networking, 2021
82021
Recommending Knowledge Concepts on MOOC Platforms with Meta-path-based Representation Learning
G Piao
Educational Data Mining (EDM), 2021
202021
Data-driven energy conservation in cellular networks: A systems approach
G Premsankar, G Piao, PK Nicholson, M Di Francesco, D Lugones
IEEE Transactions on Network and Service Management 18 (3), 3567-3582, 2021
62021
Inferring Hierarchical Mixture Structures: A Bayesian Nonparametric Approach
W Huang, N Laitonjam, G Piao, NJ Hurley
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 206-218, 2021
3*2021
Scholarly text classification with sentence BERT and entity embeddings
G Piao
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 79-87, 2021
142021
Fashion Recommendations with Operation-aware Neural Networks
G Piao
Discovery Challenge at ECML/PKDD, 2021
2021
Extracting, Mining and Predicting Users’ Interests from Social Media
F Zarrinkalam, S Faralli, G Piao, E Bagheri
Foundations and Trends® in Information Retrieval, 2020
132020
Mining User Interests from Social Media
F Zarrinkalam, G Piao, S Faralli, E Bagheri
Tutorial at Conference on Information & Knowledge Management (CIKM), 3519-3520, 2020
2020
Regression-enhanced Random Forests with Personalized Patching for COVID-19 Retweet Prediction
G Piao, W Huang
CIKM AnalytiCup at International Conference on Knowledge and Management (CIKM), 2020
12020
Partially Observable Markov Decision Process Modelling for Assessing Hierarchies
W Huang, G Piao, R Moreno, N Hurley
🏆Asian Conference on Machine Learning (ACML), 641-656, 2020
12020
Mining User Interests from Social Media
F Zarrinkalam, S Faralli, G Piao, E Bagheri
Tutorial at International Joint Conference on Artificial Intelligence (IJCAI …, 2020
52020
Env2Vec: Accelerating VNF Testing via Deep Learning
G Piao, P Nicholson, D Lugones
European Conference on Computer Systems (EuroSys), 2020
1*2020
Evaluating Hierarchies through A Partially Observable Markov Decision Processes Methodology
W Huáng, G Piao, R Moreno, NJ Hurley
Journal of Artificial Intelligence, 2019
2019
POMDP Modelling for Assessing Hierarchies
W Huang, G Piao, R Moreno, NJ Hurley
arXiv preprint arXiv:1908.07031, 2019
2019
Inferring user interests in microblogging social networks: a survey
G Piao, JG Breslin
User Modeling and User-Adapted Interaction (UMUAI) 28 (3), 277-329, 2018
662018
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