conftrace_

Ngoc Bui

7 papers · 2022–2025 · 5 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 · Silver 🗺️ Taxonomy Completionist (12)

Venues

ICLR (2) ICML (2) ACL (1) AISTATS (1) UAI (1)

Top co-authors

Viet Anh Nguyen (6) Duy Nguyen (4) Rex Ying (2) Hieu Trung Nguyen (2) Tuan-Duy H. Nguyen (1) Man-Chung Yue (1) Runjin Chen (1) Neil Shah (1) Julian Theodore (1) Mingxuan Ju (1)

Research topics

Machine Learning (6) Artificial Intelligence (5) Core AI (5) Application Areas (4) Optimization & Theory (4) Core Methods (3) Deep Learning (2) Architectures (1) Bayesian & Probabilistic (1) Learning Types (1)

Keywords

robust optimization (2) model shift (2) algorithmic recourse (2) uncertainty quantification (1) graph structure (1) projected gradient descent (1) posterior probability (1) determinantal point process (1) distributionally robust optimization (1) counterfactual explanation (1) data manifold (1) min-max optimization (1) shapley value (1) diverse interpolation (1) prototype sampling (1) actionability constraint (1) agent system (1) hyperbolic geometry (1) model parameter (1) behavior simulation (1)

Papers

Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning ICML 2025 Mixture-of-Personas Language Models for Population Simulation ACL 2025 Explaining Graph Neural Networks via Structure-aware Interaction Index ICML 2024 Distributionally Robust Recourse Action ICLR 2023 Feasible Recourse Plan via Diverse Interpolation AISTATS 2023 Counterfactual Plans under Distributional Ambiguity ICLR 2022 Robust Bayesian recourse UAI 2022