🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"

Winner-takes-all for Multivariate Probabilistic Time Series Forecasting

[ICML 2025] This is the official PyTorch implementation of "🎵 HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration".

ICML2025-Inductive Gradient Adjustment for Spectral Bias in Implicit Neural Representations

EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification

[ICML 2025] This is the official PyTorch implementation of "OmniBal: Towards Fast Instruction-Tuning for Vision-Language Models via Omniverse Computation Balance".

LoRA-One: One-Step Full Gradient Could Suffice for Fine-Tuning Large Language Models, Provably and Efficiently (ICML2025 Oral)

Wyckoff Transformer: Generation of Symmetric Crystals [ICML 2025]

ICML 2025 Papers: Dive into cutting-edge research from the premier machine learning conference. Stay current with breakthroughs in deep learning, generative AI, optimization, reinforcement learning, and beyond. Code implementations included. ⭐ support the future of machine learning research!

[ICML'25] Breaking Silos: Adaptive Model Fusion Unlocks Better Time Series Forecasting | 样本级别的自适应多模型集成时间序列预测

[ICML2025] Official Code for IAL (Multi-modal 3D Panoptic Segmentation Model)

Chip Placement with Diffusion Models (ICML 2025)

[ICML 2025] Official implementation of "Efficiently Access Diffusion Fisher: Within the Outer Product Span Space".

The code repository for ICML25 paper "Understanding the Limits of Deep Tabular Methods with Temporal Shift"

🔥unMORE in PyTorch (ICML 2025)

RL for Quantum Control with Physical Constraints (ICML 2025)

PyTorch implementation of "BDC-CLIP: Brownian Distance Covariance for Adapting CLIP to Action Recognition" (ICML 2025).

Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors

Relevant Information in Node features and Graph Structure (ICML 2025)

[ICML 2025] Tree-Sliced Wasserstein Distance with Nonlinear Projection