Pinlong Cai

6 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 👥 Mega-Team · Squad

Venues

ICCV (2) ICLR (2) AAAI (1) NeurIPS (1)

Top co-authors

Botian Shi (6) Min Dou (4) Yu Qiao (4) Licheng Wen (4) Daocheng Fu (3) Xin Li (3) Liang He (3) Guohang Yan (2) Yong Liu (2) Yukai Ma (2)

Research topics

Artificial Intelligence (6) Core AI (5) Machine Learning (2) Natural Language Processing (2) Deep Learning (1) Application Areas (1) Applications (1) Learning Paradigms (1) Learning Types (1) Models (1) Resources & Methods (1)

Keywords

autonomous driving (3) continual learning (1) commonsense knowledge (1) multimodal learning (1) vision-language alignment (1) semantic network (1) knowledge graph (1) generative model (1) traffic simulation (1) data quality (1) retrieval-augmented generation (1) text corpus (1) cross-modal reasoning (1) closed-loop simulation (1) memory bank (1) multimodal knowledge graph (1) large language model (1) graph traversal (1) semantic aggregation (1) hierarchical retrieval (1)

Papers

LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval AAAI 2026 Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning ICCV 2025 DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving ICCV 2025 OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025 Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving NeurIPS 2024 DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models ICLR 2024