Uniform sampling of simple graphs with prescribed degrees and experimental algorithms for external memory. - Hung The Tran (2023)

Policy Learning for Off-Dynamics RL with Deficient Support. - Linh Le Pham Van; Hung The Tran; Sunil Gupta 001 (AAMAS, 2024)

PINN-BO: A Black-Box Optimization Algorithm Using Physics-Informed Neural Networks. - Dat Phan-Trong; Hung The Tran; Alistair Shilton; Sunil Gupta 001 (ECML/PKDD (2), 2024)

High Dimensional Bayesian Optimization using Lasso Variable Selection. - Vu Viet Hoang; Hung The Tran; Sunil Gupta 001; Vu Nguyen 001 (AISTATS, 2025)

Black-box Optimization with Unknown Constraints via Overparameterized Deep Neural Networks. - Dat Phan-Trong; Hung The Tran; Sunil Gupta 001 (UAI, 2025)

Hybrid Cross-domain Robust Reinforcement Learning. - Linh Le Pham Van; Minh Hoang Nguyen; Hung Le 002; Hung The Tran; Sunil Gupta 001 (CoRR, 2025)

DmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-domain Reinforcement Learning. - Linh Le Pham Van; Minh Hoang Nguyen; Duc Kieu; Hung Le 002; Hung The Tran; Sunil Gupta 001 (CoRR, 2025)