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SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]

Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)

MLNLP：本仓库整理人工智能会议（如 ACL、EMNLP、NAACL、COLING、AAAI、IJCAI、ICLR、NeurIPS、ICML 等）中开源代码的论文。

Pointcept: Perceive the world with sparse points, a codebase for point cloud perception research. Latest works: Utonia (ICML'26), Concerto (NeurIPS'25), Sonata (CVPR'25 Highlight), PTv3 (CVPR'24 Oral)

[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.

[IROS 2026, NeurIPS 2024] Official implementation for "HA-VLN 2.0: An Open Benchmark and Leaderboard for Human-Aware Navigation in Discrete and Continuous Environments with Dynamic Multi-Human Interactions".

✨✨[NeurIPS 2025] This is the official implementation of our paper "Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension"

[NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".

[NeurIPS 2025 Spotlight] TPA: Tensor ProducT ATTenTion Transformer (T6) (https://arxiv.org/abs/2501.06425)

The code for NeurIPS 2025 paper "A-Mem: Agentic Memory for LLM Agents"

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

World model reinforcement learning for multi-turn VLM agents. RL for vision framework (NeurIPS 2025).

[NeurIPS 2025] SpatialLM: Training Large Language Models for Structured Indoor Modeling

[NeurIPS 2025 D&B] 🚀 SWE-bench Goes Live!

[NeurIPS 2025] Open-source Multi-agent Poster Generation from Papers

[NeurIPS'25] DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution

[NeurIPS 2025] Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation

[NeurIPS 2025] ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS

[NeurIPS 2025 Spotlight] OpenCUA: Open Foundations for Computer-Use Agents

OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions (NeurIPS 2025)

Official code for NeurIPS 2025 paper "AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise"

[NeurIPS 2026] DataFlex: A Unified Benchmark and Evaluation Platform for Data-Centric Training of Large Language Models

[NeurIPS 2025] CogVLA: Cognition-Aligned Vision-Language-Action Models via Instruction-Driven Routing & Sparsification

[NeurIPS 2025] PhysioWave & PhysioWave-T: token-efficient wavelet foundation models for EEG, ECG and sEMG, with reliability-aware multimodal fusion

[ICLR-26, NeurIPS-25] Lumos-Custom Project: research for customized video generation in the Lumos Project.

Official implementation of LittleBit (NeurIPS 2025) and its follow-up LittleBit-2 (ICML 2026)

An AI agent that automates the creation of CVPR/NeurIPS standard academic diagrams. Implements a strict "Logic (Architect) -> Vision (Renderer)" workflow to transform paper abstracts into high-fidelity scientific illustrations.

[CVPR 2026 Best Paper Finalist & NeurIPS 2026]

[NeurIPS 2026] Offical Implementation for "Recursive Multi-Agent Systems"