Pinlong Cai
6 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
👥
Mega-Team
(38)
Conferences
ICCV (2)
ICLR (2)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
autonomous driving
(2)
vision-language alignment
(1)
semantic network
(1)
knowledge graph
(1)
generative model
(1)
traffic simulation
(1)
retrieval-augmented generation
(1)
cross-modal reasoning
(1)
closed-loop simulation
(1)
memory bank
(1)
multimodal knowledge graph
(1)
graph traversal
(1)
semantic aggregation
(1)
hierarchical retrieval
(1)
driving agent
(1)
annotation-free construction
(1)
entity-image linkage
(1)
dual-process decision-making
(1)
system i heuristic
(1)
continual learning
(1)
Papers
LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval
AAAI 2026
DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving
ICCV 2025
Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning
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
NIPS 2024
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models
ICLR 2024