[KDD'2026] "VideoRAG: Chat with Your Videos"

[CVPR 2024] MovieChat: From Dense Token to Sparse Memory for Long Video Understanding

Official code for Goldfish model for long video understanding and MiniGPT4-video for short video understanding

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

🔥🔥MLVU: Multi-task Long Video Understanding Benchmark

Incentivizing "Thinking with Long Videos" via Native Tool Calling

Multi-granularity Correspondence Learning from Long-term Noisy Videos [ICLR 2024, Oral]

[ICLR 2025] TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning

LongVALE: Vision-Audio-Language-Event Benchmark Towards Time-Aware Omni-Modal Perception of Long Videos. (CVPR 2025))

Context-Aware RAG library for Knowledge Graph ingestion and retrieval functions.

[EMNLP 2023] TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding

This is the official implementation of ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos

Code for our ACL 2025 paper "Language Repository for Long Video Understanding"

Winner solution to Generic Event Boundary Captioning task in LOVEU Challenge (CVPR 2023 workshop)

Official implementation for paper Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos

A benchmark that focuses on the sampling dilemma in long-video tasks. Through well-designed tasks, it evaluates the sampling efficiency of long-video VLMs. (ICCV2025)

Official Implementation (Pytorch) of the "VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning", AAAI 2025

[NeurIPS 2025] HoPE: Hybrid of Position Embedding for Long Context Vision-Language Models

Official Repo for CVPR 2025 Paper -- DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos

Multimodal-GraphRAG