Bistra Dilkina

Associate Professor@University of Southern California·OpenReview

研究方向

machine learning and decision making · differentiable optimization · environmental sustainability · spatial · planning · combinatorial optimization · integer programing · local search · network design

4.5

RePrompt: Prompt Engineering for Large Language Models Agents through Reflection

ICLR 2025Rejected

三作

3.0

Why Solving Multi-agent Path Finding with Large Language Models has not Succeeded Yet

合作者 (10)

Bistra Dilkina

ML-Guided Primal Heuristics for Mixed Binary Quadratic Programs

Efficient Test-time Scaling via Iterative Deepening

LSPO: Length-aware Dynamic Sampling for Policy Optimization in LLM Reasoning

RePrompt: Prompt Engineering for Large Language Models Agents through Reflection

Why Solving Multi-agent Path Finding with Large Language Models has not Succeeded Yet