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Phu Pham
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 35
Top Topics
Dependency Graph
Reinforcement Learning
Information Networks
Similarity Search
Top Venues
CoRR
Int. J. Bus. Intell. Data Min.
IROS
Expert Syst. Appl.
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Publications
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Thi N. Dinh
,
Phu Pham
,
Giang L. Nguyen
,
Bay Vo
Enhanced context-aware citation recommendation with auxiliary textual information based on an auto-encoding mechanism.
Appl. Intell.
53 (14) (2023)
Aradhya Neeraj Mathur
,
Phu Pham
,
Aniket Bera
,
Ojaswa Sharma
RL Dreams: Policy Gradient Optimization for Score Distillation based 3D Generation.
CoRR
(2023)
Phu Pham
,
Loan T. T. Nguyen
,
Witold Pedrycz
,
Bay Vo
Deep learning, graph-based text representation and classification: a survey, perspectives and challenges.
Artif. Intell. Rev.
56 (6) (2023)
Van-Vang Le
,
Phu Pham
,
Václav Snásel
,
Unil Yun
,
Bay Vo
Enhancing Anchor Link Prediction in Information Networks through Integrated Embedding Techniques.
Inf. Sci.
645 (2023)
Phu Pham
,
Aniket Bera
Crowd-Aware Multi-Agent Pathfinding With Boosted Curriculum Reinforcement Learning.
CoRR
(2023)
Dipam Patel
,
Phu Pham
,
Kshitij Tiwari
,
Aniket Bera
DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems.
CoRR
(2023)
Dipam Patel
,
Phu Pham
,
Aniket Bera
DroNeRF: Real-Time Multi-Agent Drone Pose Optimization for Computing Neural Radiance Fields.
IROS
(2023)
Phu Pham
,
Loan T. T. Nguyen
,
Ngoc Thanh Nguyen
,
Witold Pedrycz
,
Unil Yun
,
Jerry Chun-Wei Lin
,
Bay Vo
An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems.
IEEE Trans. Cybern.
53 (9) (2023)
Videsh Suman
,
Phu Pham
,
Aniket Bera
RAIST: Learning Risk Aware Traffic Interactions via Spatio-Temporal Graph Convolutional Networks.
IROS
(2023)
Dipam Patel
,
Phu Pham
,
Aniket Bera
DroNeRF: Real-time Multi-agent Drone Pose Optimization for Computing Neural Radiance Fields.
CoRR
(2023)
Phu Pham
,
Loan T. T. Nguyen
,
Ngoc Thanh Nguyen
,
Robert Kozma
,
Bay Vo
A hierarchical fused fuzzy deep neural network with heterogeneous network embedding for recommendation.
Inf. Sci.
620 (2023)
Phu Pham
,
Hieu Le
,
Nguyen Thanh Tam
,
Quang-Dieu Tran
A Graph-Based Topic Modeling Approach to Detection of Irrelevant Citations.
Vietnam. J. Comput. Sci.
10 (2) (2023)
Matti Mottus
,
Phu Pham
,
Eelis Halme
,
Matthieu Molinier
,
Hai Cu
,
Jorma Laaksonen
TAIGA: A Novel Dataset for Multitask Learning of Continuous and Categorical Forest Variables From Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Phu Pham
,
Loan T. T. Nguyen
,
Ngoc Thanh Nguyen
,
Witold Pedrycz
,
Unil Yun
,
Bay Vo
ComGCN: Community-Driven Graph Convolutional Network for Link Prediction in Dynamic Networks.
IEEE Trans. Syst. Man Cybern. Syst.
52 (9) (2022)
Phu Pham
,
Loan T. T. Nguyen
,
Bay Vo
,
Unil Yun
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks.
Inf. Syst.
103 (2022)
Phu Pham
,
Witold Pedrycz
,
Bay Vo
Dual attention-based sequential auto-encoder for Covid-19 outbreak forecasting: A case study in Vietnam.
Expert Syst. Appl.
203 (2022)
Phuc Do
,
Phu Pham
Heterogeneous graph convolutional network pre-training as side information for improving recommendation.
Neural Comput. Appl.
34 (18) (2022)
Phu Pham
,
Phuc Do
,
Chien D. C. Ta
Automatic topic labelling for text document using ontology of graph-based concepts and dependency graph.
Int. J. Bus. Inf. Syst.
36 (2) (2021)
Phu Pham
,
Phuc Do
W-MMP2Vec: Topic-driven network embedding model for link prediction in content-based heterogeneous information network.
Intell. Data Anal.
25 (3) (2021)
Phuc Do
,
Phu Pham
W-KG2Vec: a weighted text-enhanced meta-path-based knowledge graph embedding for similarity search.
Neural Comput. Appl.
33 (23) (2021)
Phu Pham
,
Phuc Do
The approach of using ontology as a pre-knowledge source for semi-supervised labelled topic model by applying text dependency graph.
Int. J. Bus. Intell. Data Min.
18 (4) (2021)
Phu Pham
,
Phuc Do
Topic-driven top-k similarity search by applying constrained meta-path based in content-based schema-enriched heterogeneous information network.
Int. J. Bus. Intell. Data Min.
17 (3) (2020)
Viet Duong
,
Phu Pham
,
Tongyu Yang
,
Yu Wang
,
Jiebo Luo
The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic.
CoRR
(2020)
Viet Duong
,
Jiebo Luo
,
Phu Pham
,
Tongyu Yang
,
Yu Wang
The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic.
ASONAM
(2020)
Phu Pham
,
Phuc Do
W-Metagraph2Vec: a novel approval of enriched schematic topic-driven heterogeneous information network embedding.
Int. J. Mach. Learn. Cybern.
11 (8) (2020)
Phu Pham
,
Phuc Do
ComRank: community-based ranking approach for heterogeneous information network analysis and mining.
Int. J. Bus. Intell. Data Min.
17 (4) (2020)
Viet Duong
,
Phu Pham
,
Ritwik Bose
,
Jiebo Luo
#MeToo on Campus: Studying College Sexual Assault at Scale Using Data Reported on Social Media.
CoRR
(2020)
Phu Pham
,
Phuc Do
W-Com2Vec: A topic-driven meta-path- based intra-community embedding for content-based heterogeneous information network.
Intell. Data Anal.
24 (5) (2020)
Phu Pham
,
Phuc Do
W-MetaPath2Vec: The topic-driven meta-path-based model for large-scaled content-based heterogeneous information network representation learning.
Expert Syst. Appl.
123 (2019)
Phuc Do
,
Phu Pham
DW-PathSim: a distributed computing model for topic-driven weighted meta-path-based similarity measure in a large-scale content-based heterogeneous information network.
J. Inf. Telecommun.
3 (1) (2019)
Phuc Do
,
Phu Pham
W-PathSim++: the novel approach of topic-driven similarity search in large-scaled heterogeneous network with the support of Spark-based DataLog.
KSE
(2018)
Phuc Do
,
Phu Pham
,
Trung Phan
,
Thuc Nguyen
T-MPP: A Novel Topic-Driven Meta-path-Based Approach for Co-authorship Prediction in Large-Scale Content-Based Heterogeneous Bibliographic Network in Distributed Computing Framework by Spark.
ICO
(2018)
Phu Pham
,
Phuc Do
,
Chien D. C. Ta
W-PathSim: Novel Approach of Weighted Similarity Measure in Content-Based Heterogeneous Information Networks by Applying LDA Topic Modeling.
ACIIDS (1)
(2018)
Stig-Arne Grönroos
,
Benoit Huet
,
Mikko Kurimo
,
Jorma Laaksonen
,
Bernard Mérialdo
,
Phu Pham
,
Mats Sjöberg
,
Umut Sulubacak
,
Jörg Tiedemann
,
Raphaël Troncy
,
Raúl Vázquez
The MeMAD Submission to the WMT18 Multimodal Translation Task.
WMT (shared task)
(2018)
Stig-Arne Grönroos
,
Benoit Huet
,
Mikko Kurimo
,
Jorma Laaksonen
,
Bernard Mérialdo
,
Phu Pham
,
Mats Sjöberg
,
Umut Sulubacak
,
Jörg Tiedemann
,
Raphaël Troncy
,
Raúl Vázquez
The MeMAD Submission to the WMT18 Multimodal Translation Task.
CoRR
(2018)