Official Code for "Monte Carlo Tree Diffusion for System 2 Planning" and "Fast Monte Carlo Tree Diffusion: 100x Speedup via Parallel and Sparse Planning"

🚀 Efficient implementations of state-of-the-art linear attention models

An optimal MAPF sovler: CBS+prioritizing conflicts+bypassing+high-level heuritstics+symmetry reasoning

[CVPR2024] Official implementation of High-fidelity Person-centric Subject-to-Image Synthesis.

Official implementation of LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment.

[CVPR2025] Official implementation of High Fidelity Scene Text Synthesis.

Official implementation of Pref-GRPO: Pairwise Preference Reward-based GRPO for Stable Text-to-Image Reinforcement Learning

UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation

[NeurIPS 2025] Fractional Langevin Dynamics for Combinatorial Optimization via Polynomial-Time Escape

Adapting VLMs to Bench2Drive.

Where Paths Collide: A Comprehensive Survey of Classic and Learning-Based Multi-Agent Pathfinding

Code for solving LP on GPU using first-order methods

From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning - CVPR 2025

[NeurIPS2024] Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization; [NeurIPS2023] T2T: From Distribution Learning in Training to G…

A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).

Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".

Awesome machine learning for combinatorial optimization papers.

Official implementation of UnifiedReward & [NeurIPS 2025] UnifiedReward-Think & UnifiedReward-Flex

A* implementation for NVIDIA GPU

BCP-MAPF – branch-and-cut-and-price for multi-agent path finding