[COLM 2025] LIMO: Less is More for Reasoning

[NeurIPS 2025] TTRL: Test-Time Reinforcement Learning

OpenFE: automated feature generation with expert-level performance

The official code of ARPO & AEPO

A version of verl to support diverse tool use

codes for R-Zero: Self-Evolving Reasoning LLM from Zero Data (https://www.arxiv.org/pdf/2508.05004)

Code and datasets for "Character-LLM: A Trainable Agent for Role-Playing"

[🚀ICML 2025] "Taming Rectified Flow for Inversion and Editing" Using FLUX and HunyuanVideo for image and video editing!

[NeurIPS 2025 spotlight] Official implementation for "FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving"

Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).

[VLDB' 25] Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.

A Gym for Agentic LLMs

Semantic Evaluation for Text-to-SQL with Distilled Test Suites

ArcticTraining is a framework designed to simplify and accelerate the post-training process for large language models (LLMs)

[NeurIPS 2025] Thinkless: LLM Learns When to Think

Build deep learning applications in a new and easy way.

Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"

🔥[NeurIPS'25] DeepFund: Pilot for Your Next Fund Investment

MetaSpatial leverages reinforcement learning to enhance 3D spatial reasoning in vision-language models (VLMs), enabling more structured, realistic, and adaptive scene generation for applications in…

This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.

MemGen: Weaving Generative Latent Memory for Self-Evolving Agents

🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”

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

Plotly dataset-visualization pairs, feature extraction scripts, and model training code for VizML (CHI 2019)

(NIPS 2025) OpenOmni: Official implementation of Advancing Open-Source Omnimodal Large Language Models with Progressive Multimodal Alignment and Real-Time Self-Aware Emotional Speech Synthesis

[NeurIPS'25] Official Repository for the Paper "SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning"

[NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"

Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code

This is the official implementation for **"AUTOPR: LET'S AUTOMATE YOUR ACADEMIC PROMOTION!**".