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Duy-Tung Pham

4 papers · 2024–2025 · 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

Venues

ICLR (2) EMNLP (1) ICML (1)

Top co-authors

Tan Minh Nguyen (3) Thieu Vo (3) Thanh Tran (2) An Nguyen The (2) Tho Tran Huu (2) Minh-Khoi Nguyen-Nhat (2) Hoang V. Tran (2) Linh Van Ngo (1) Duc Anh Nguyen (1) Tung Nguyen (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (3) Optimization & Theory (2) Artificial Intelligence (1) Application Areas (1) Core Methods (1) Learning Paradigms (1)

Keywords

transformer architecture (1) optimal transport (1) convergence analysis (1) mutual information (1) parameter sharing (1) topic coherence (1) expressivity (1) state space model (1) dynamical system (1) group action (1) weight space (1) equivariant learning (1) pre-trained language model (1) neural functional network (1) neural topic model (1) asymptotic behavior (1) model parameter (1) token dynamics (1) equivariant (1) network (1)

Papers

Demystifying the Token Dynamics of Deep Selective State Space Models ICLR 2025 Equivariant Neural Functional Networks for Transformers ICLR 2025 Equivariant Polynomial Functional Networks ICML 2025 NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization EMNLP 2024