Hengrong Du

6 papers · 2024–2026 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (15)

Conferences

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

Top co-authors

Wei Deng (3) Rocio Diaz Martin (2) Yikun Bai (2) Qi Feng (2) Soheil Kolouri (2) Guang Lin (2) Ruqi Zhang (2) Haoyang Zheng (2) Abihith Kothapalli (2) Xinran Liu (1)

Keywords

langevin dynamics (1) markov chain monte carlo (1) discrete sampling (1) energy-based model (1) replica exchange (1)

Papers

Exploring Non-Convex Discrete Energy Landscapes: An Efficient Langevin-Like Sampler with Replica Exchange AAAI 2026

Optimal Stochastic Trace Estimation in Generative Modeling AISTATS 2025

Linear Partial Gromov-Wasserstein Embedding ICLR 2025

Partial Gromov-Wasserstein Metric ICLR 2025

Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics ICML 2024

Reflected Schrödinger Bridge for Constrained Generative Modeling UAI 2024