Phu Pham

56 papers A 4B 1Journal 45Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
SPECTER-BS: effective citation recommendation using SPECTER with bibliographic scoring.
Knowl. Inf. Syst.
Nguyen Nhu Son, Nguyen Hoang Long, Thi N. Dinh, Phu Pham, Bay Vo
2026 J jnl
U-MobileViT: A Lightweight Vision Transformer-based Backbone for Panoptic Driving Segmentation.
Signal Process. Image Commun.
Phuoc-Thinh Nguyen, The-Bang Nguyen, Phu Pham, Quang-Thinh Bui
2026 J jnl
Web data analysis using a hybrid approach of DOM processing and deep learning models.
Appl. Soft Comput.
Ba-Vinh Truong, Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Bay Vo
2025 J jnl
A Hybrid Citation Recommendation Model With SciBERT and GraphSAGE.
IEEE Trans. Syst. Man Cybern. Syst.
Thi N. Dinh, Phu Pham, Giang L. Nguyen, Ngoc Thanh Nguyen, Bay Vo
2025 J jnl
A community-aware graph neural network applied to geographical location-based representation learning and clustering within GIS.
Expert Syst. Appl.
Phu Pham, Loan T. T. Nguyen, Hoai Thuong Sarah, Anh Nguyen, Trang T. D. Nguyen, Bay Vo
2025 J jnl
An approach of multi-viewed graph embedding with adaptive heat kernel based diffusion and global expressive learning.
Soft Comput.
Phu Pham
2025 J jnl
An enhancement of multi-scope topological graph pooling and representation learning with attention for molecular graph classification.
Comput. Biol. Chem.
Phu Pham
2025 J jnl
An integrated simplicial neural network with neuro-fuzzy network for graph embedding.
Int. J. Mach. Learn. Cybern.
Phu Pham
2025 A conf
Go-SLAM: Grounded Object Segmentation and Localization with Gaussian Splatting SLAM.
IROS
Phu Pham, Dipam Patel, Damon Conover, Aniket Bera
2025 J jnl
HTMLDownloader: An open-source tool for dynamic web scraping and archiving using WebView2.
SoftwareX
Ba-Vinh Truong, Loan T. T. Nguyen, Phu Pham, Bay Vo
2025 — conf
Integrating Topological Data Analysis and Deep Learning: A Case Study in Cardiovascular Disease Prediction at Thu Duc Hospital.
ACIIDS (2)
Loan T. T. Nguyen, Phu Pham, Thi Thanh Sang Nguyen, Phu An Chau, An Van Bao Phan, Hoang Quang Dao, Thanh Tri Vu, An Le Pham, Bay Vo
2025 J jnl
Topological Data Analysis in Graph Neural Networks: Surveys and Perspectives.
IEEE Trans. Neural Networks Learn. Syst.
Phu Pham, Quang-Thinh Bui, Ngoc Thanh Nguyen, Robert Kozma, Philip S. Yu, Bay Vo
2025 J jnl
TransLocNet: Cross-Modal Attention for Aerial-Ground Vehicle Localization with Contrastive Learning.
CoRR
Phu Pham, Damon Conover, Aniket Bera
2024 J jnl
A Structure-Enhanced Heterogeneous Graph Representation Learning with Attention-Supplemented Embedding Fusion.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Phu Pham
2024 J jnl
Enhancing local citation recommendation with recurrent highway networks and SciBERT-based embedding.
Expert Syst. Appl.
Thi N. Dinh, Phu Pham, Giang L. Nguyen, Bay Vo
2024 J jnl
FlashSLAM: Accelerated RGB-D SLAM for Real-Time 3D Scene Reconstruction with Gaussian Splatting.
CoRR
Phu Pham, Damon Conover, Aniket Bera
2024 J jnl
Go-SLAM: Grounded Object Segmentation and Localization with Gaussian Splatting SLAM.
CoRR
Phu Pham, Dipam Patel, Damon Conover, Aniket Bera
2024 — conf
Investigation of Machine Learning and Deep Learning Approaches for Early PM2.5 Forecasting: A Case Study in Vietnam.
ICCCI (1)
Quang-Dieu Nguyen, Tu Anh Hoang Nguyen, Nguyen Tien Dat Pham, Trung Kien Nguyen, Phu Pham, Ngoc-Thanh Nguyen, Loan T. T. Nguyen
2024 J jnl
MVGaussian: High-Fidelity text-to-3D Content Generation with Multi-View Guidance and Surface Densification.
CoRR
Phu Pham, Aradhya Neeraj Mathur, Ojaswa Sharma, Aniket Bera
2024 A conf
Optimizing Crowd-Aware Multi-Agent Path Finding through Local Communication with Graph Neural Networks.
IROS
Phu Pham, Aniket Bera
2024 J jnl
Quadratic Is Not What You Need For Multimodal Large Language Models.
CoRR
Phu Pham, Wentian Zhao, Kun Wan, Yu-Jhe Li, Zeliang Zhang, Daniel Miranda, Ajinkya Kale, Chenliang Xu
2023 J jnl
A Graph-Based Topic Modeling Approach to Detection of Irrelevant Citations.
Vietnam. J. Comput. Sci.
Phu Pham, Hieu Le, Nguyen Thanh Tam, Quang Dieu Tran
2023 J jnl
A hierarchical fused fuzzy deep neural network with heterogeneous network embedding for recommendation.
Inf. Sci.
Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Robert Kozma, Bay Vo
2023 J jnl
An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems.
IEEE Trans. Cybern.
Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Witold Pedrycz, Unil Yun, Jerry Chun-Wei Lin, Bay Vo
2023 J jnl
Crowd-Aware Multi-Agent Pathfinding With Boosted Curriculum Reinforcement Learning.
CoRR
Phu Pham, Aniket Bera
2023 J jnl
DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems.
CoRR
Dipam Patel, Phu Pham, Kshitij Tiwari, Aniket Bera
2023 J jnl
Deep learning, graph-based text representation and classification: a survey, perspectives and challenges.
Artif. Intell. Rev.
Phu Pham, Loan T. T. Nguyen, Witold Pedrycz, Bay Vo
2023 A conf
DroNeRF: Real-Time Multi-Agent Drone Pose Optimization for Computing Neural Radiance Fields.
IROS
Dipam Patel, Phu Pham, Aniket Bera
2023 J jnl
DroNeRF: Real-time Multi-agent Drone Pose Optimization for Computing Neural Radiance Fields.
CoRR
Dipam Patel, Phu Pham, Aniket Bera
2023 J jnl
Enhanced context-aware citation recommendation with auxiliary textual information based on an auto-encoding mechanism.
Appl. Intell.
Thi N. Dinh, Phu Pham, Giang L. Nguyen, Bay Vo
2023 J jnl
Enhancing Anchor Link Prediction in Information Networks through Integrated Embedding Techniques.
Inf. Sci.
Van-Vang Le, Phu Pham, Václav Snásel, Unil Yun, Bay Vo
2023 A conf
RAIST: Learning Risk Aware Traffic Interactions via Spatio-Temporal Graph Convolutional Networks.
IROS
Videsh Suman, Phu Pham, Aniket Bera
2023 J jnl
RL Dreams: Policy Gradient Optimization for Score Distillation based 3D Generation.
CoRR
Aradhya Neeraj Mathur, Phu Pham, Aniket Bera, Ojaswa Sharma
2022 J jnl
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks.
Inf. Syst.
Phu Pham, Loan T. T. Nguyen, Bay Vo, Unil Yun
2022 J jnl
ComGCN: Community-Driven Graph Convolutional Network for Link Prediction in Dynamic Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Witold Pedrycz, Unil Yun, Bay Vo
2022 J jnl
Dual attention-based sequential auto-encoder for Covid-19 outbreak forecasting: A case study in Vietnam.
Expert Syst. Appl.
Phu Pham, Witold Pedrycz, Bay Vo
2022 J jnl
Heterogeneous graph convolutional network pre-training as side information for improving recommendation.
Neural Comput. Appl.
Phuc Do, Phu Pham
2022 J jnl
TAIGA: A Novel Dataset for Multitask Learning of Continuous and Categorical Forest Variables From Hyperspectral Imagery.
IEEE Trans. Geosci. Remote. Sens.
Matti Mottus, Phu Pham, Eelis Halme, Matthieu Molinier, Hai Cu, Jorma Laaksonen
2021 J jnl
Automatic topic labelling for text document using ontology of graph-based concepts and dependency graph.
Int. J. Bus. Inf. Syst.
Phu Pham, Phuc Do, Chien D. C. Ta
2021 J jnl
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.
Phu Pham, Phuc Do
2021 J jnl
W-KG2Vec: a weighted text-enhanced meta-path-based knowledge graph embedding for similarity search.
Neural Comput. Appl.
Phuc Do, Phu Pham
2021 J jnl
W-MMP2Vec: Topic-driven network embedding model for link prediction in content-based heterogeneous information network.
Intell. Data Anal.
Phu Pham, Phuc Do
2020 J jnl
#MeToo on Campus: Studying College Sexual Assault at Scale Using Data Reported on Social Media.
CoRR
Viet Duong, Phu Pham, Ritwik Bose, Jiebo Luo
2020 J jnl
ComRank: community-based ranking approach for heterogeneous information network analysis and mining.
Int. J. Bus. Intell. Data Min.
Phu Pham, Phuc Do
2020 B conf
The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic.
ASONAM
Viet Duong, Jiebo Luo, Phu Pham, Tongyu Yang, Yu Wang
2020 J jnl
The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic.
CoRR
Viet Duong, Phu Pham, Tongyu Yang, Yu Wang, Jiebo Luo
2020 J jnl
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.
Phu Pham, Phuc Do
2020 J jnl
W-Com2Vec: A topic-driven meta-path- based intra-community embedding for content-based heterogeneous information network.
Intell. Data Anal.
Phu Pham, Phuc Do
2020 J jnl
W-Metagraph2Vec: a novel approval of enriched schematic topic-driven heterogeneous information network embedding.
Int. J. Mach. Learn. Cybern.
Phu Pham, Phuc Do
2019 J jnl
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.
Phuc Do, Phu Pham
2019 J jnl
W-MetaPath2Vec: The topic-driven meta-path-based model for large-scaled content-based heterogeneous information network representation learning.
Expert Syst. Appl.
Phu Pham, Phuc Do
2018 — conf
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
Phuc Do, Phu Pham, Trung Phan, Thuc Nguyen
2018 — conf
The MeMAD Submission to the WMT18 Multimodal Translation Task.
WMT (shared task)
Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Mérialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphaël Troncy, Raúl Vázquez
2018 J jnl
The MeMAD Submission to the WMT18 Multimodal Translation Task.
CoRR
Stig-Arne Grönroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Mérialdo, Phu Pham, Mats Sjöberg, Umut Sulubacak, Jörg Tiedemann, Raphaël Troncy, Raúl Vázquez
2018 — conf
W-PathSim++: the novel approach of topic-driven similarity search in large-scaled heterogeneous network with the support of Spark-based DataLog.
KSE
Phuc Do, Phu Pham
2018 — conf
W-PathSim: Novel Approach of Weighted Similarity Measure in Content-Based Heterogeneous Information Networks by Applying LDA Topic Modeling.
ACIIDS (1)
Phu Pham, Phuc Do, Chien D. C. Ta