conftrace_

Binh P. Nguyen

3 papers · 2025–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (1) IJCAI (1) MICCAI (1)

Top co-authors

Alex X. Wang (1) Phi Le Nguyen (1) Duy-Long Nguyen (1) Thanh Trung Nguyen (1) Quang H. Nguyen (1) Anh-Thu Ngo-Tran (1) Duc-Luong Ho-Viet (1) Cuong M. Pham (1) Vu Minh Hieu Phan (1)

Research topics

Deep Learning (2) Architectures (2) Healthcare & Medicine (1) Machine Learning (1) Core Methods (1) Models (1) Research (1) Techniques (1)

Keywords

representation learning (1) contrastive learning (1) generative model (1) variational autoencoder (1) molecular graph (1) hierarchical feature (1) molecular property prediction (1) tabular data generation (1) hybrid pretraining (1) graph neural network (1) latent interpolation (1)

Papers

TTVAE: Transformer-Based Generative Modeling for Tabular Data Generation (Abstract Reprint) AAAI 2026 MolHFCNet: Enhancing Molecular Graph Representations with Hierarchical Feature Combining and Hybrid Pretraining IJCAI 2025 Unleashing SAM for Few-Shot Medical Image Segmentation with Dual-Encoder and Automated Prompting MICCAI 2025