Official implementation of "CompCQR: Compositional Query Generation for Training-Free Conversational Search".

Official implementation of URaG: Unified Retrieval and Generation in Multimodal LLMs for Efficient Long Document Understanding (AAAI 2026 Oral).

[NeurIPS'25] Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning

[ACL 2024 Oral] This is the code repo for our ACL‘24 paper "MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin".

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

Official Implementation of "Is a Peeled Apple Still Red? Evaluating LLMs' Ability for Conceptual Combination with Property Type", NAACL 2025

Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023