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2020 – today
- 2025
[j24]Thi N. Dinh, Phu Pham
, Giang L. Nguyen, Ngoc Thanh Nguyen, Bay Vo:
A Hybrid Citation Recommendation Model With SciBERT and GraphSAGE. IEEE Trans. Syst. Man Cybern. Syst. 55(2): 852-863 (2025)- 2024
- [j23]Thi N. Dinh, Phu Pham, Giang L. Nguyen, Bay Vo:
Enhancing local citation recommendation with recurrent highway networks and SciBERT-based embedding. Expert Syst. Appl. 243: 122911 (2024) - [j22]Phu Pham:
A Structure-Enhanced Heterogeneous Graph Representation Learning with Attention-Supplemented Embedding Fusion. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 32(3): 325-354 (2024) - [c9]Quang-Dieu Nguyen, Tu Anh Hoang Nguyen, Nguyen Tien Dat Pham, Trung Kien Nguyen, Phu Pham, Ngoc-Thanh Nguyen, Loan T. T. Nguyen:
Investigation of Machine Learning and Deep Learning Approaches for Early PM2.5 Forecasting: A Case Study in Vietnam. ICCCI (1) 2024: 305-317 - [c8]Phu Pham, Aniket Bera:
Optimizing Crowd-Aware Multi-Agent Path Finding through Local Communication with Graph Neural Networks. IROS 2024: 8913 - [i11]Phu Pham, Aradhya Neeraj Mathur, Ojaswa Sharma, Aniket Bera:
MVGaussian: High-Fidelity text-to-3D Content Generation with Multi-View Guidance and Surface Densification. CoRR abs/2409.06620 (2024) - [i10]Phu Pham, Dipam Patel, Damon Conover, Aniket Bera:
Go-SLAM: Grounded Object Segmentation and Localization with Gaussian Splatting SLAM. CoRR abs/2409.16944 (2024) - [i9]Phu Pham, Wentian Zhao, Kun Wan, Yu-Jhe Li, Zeliang Zhang, Daniel Miranda, Ajinkya Kale, Chenliang Xu:
Quadratic Is Not What You Need For Multimodal Large Language Models. CoRR abs/2410.06169 (2024) - [i8]Phu Pham, Damon Conover, Aniket Bera:
FlashSLAM: Accelerated RGB-D SLAM for Real-Time 3D Scene Reconstruction with Gaussian Splatting. CoRR abs/2412.00682 (2024) - 2023
- [j21]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): 4893-4927 (2023) - [j20]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): 17381-17390 (2023) - [j19]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: 105-124 (2023) - [j18]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: 119331 (2023) - [j17]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): 6027-6040 (2023) - [j16]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): 197-216 (2023) - [c7]Dipam Patel, Phu Pham, Aniket Bera:
DroNeRF: Real-Time Multi-Agent Drone Pose Optimization for Computing Neural Radiance Fields. IROS 2023: 5050-5055 - [c6]Videsh Suman, Phu Pham, Aniket Bera:
RAIST: Learning Risk Aware Traffic Interactions via Spatio-Temporal Graph Convolutional Networks. IROS 2023: 5545-5550 - [i7]Dipam Patel, Phu Pham, Aniket Bera:
DroNeRF: Real-time Multi-agent Drone Pose Optimization for Computing Neural Radiance Fields. CoRR abs/2303.04322 (2023) - [i6]Phu Pham, Aniket Bera:
Crowd-Aware Multi-Agent Pathfinding With Boosted Curriculum Reinforcement Learning. CoRR abs/2309.10275 (2023) - [i5]Dipam Patel, Phu Pham, Kshitij Tiwari, Aniket Bera:
DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems. CoRR abs/2309.17433 (2023) - [i4]Aradhya Neeraj Mathur, Phu Pham, Aniket Bera, Ojaswa Sharma:
RL Dreams: Policy Gradient Optimization for Score Distillation based 3D Generation. CoRR abs/2312.04806 (2023) - 2022
- [j15]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: 117514 (2022) - [j14]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: 101771 (2022) - [j13]Phuc Do, Phu Pham:
Heterogeneous graph convolutional network pre-training as side information for improving recommendation. Neural Comput. Appl. 34(18): 15945-15961 (2022) - [j12]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: 1-11 (2022) - [j11]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): 5481-5493 (2022) - 2021
- [j10]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): 711-738 (2021) - [j9]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): 488-523 (2021) - [j8]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): 221-253 (2021) - [j7]Phuc Do, Phu Pham:
W-KG2Vec: a weighted text-enhanced meta-path-based knowledge graph embedding for similarity search. Neural Comput. Appl. 33(23): 16533-16555 (2021) - 2020
- [j6]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): 1207-1233 (2020) - [j5]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): 349-376 (2020) - [j4]Phu Pham, Phuc Do:
ComRank: community-based ranking approach for heterogeneous information network analysis and mining. Int. J. Bus. Intell. Data Min. 17(4): 493-525 (2020) - [j3]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): 1855-1874 (2020) - [c5]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: 126-130 - [i3]Viet Duong, Phu Pham, Ritwik Bose, Jiebo Luo:
#MeToo on Campus: Studying College Sexual Assault at Scale Using Data Reported on Social Media. CoRR abs/2001.05970 (2020) - [i2]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 abs/2004.09968 (2020)
2010 – 2019
- 2019
- [j2]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: 328-344 (2019) - [j1]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): 19-38 (2019) - 2018
- [c4]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: 539-549 - [c3]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: 87-97 - [c2]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: 102-106 - [c1]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: 603-611 - [i1]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 abs/1808.10802 (2018)
Coauthor Index
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last updated on 2025-01-27 00:51 CET by the dblp team
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