Xinyu Cai

6 papers · 2023–2025 · 3 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ICLR (3) NeurIPS (2) ICCV (1)

Top co-authors

Botian Shi (4) Bo Zhang (3) Min Dou (3) Yu Qiao (3) Licheng Wen (2) Tao Chen (2) Jiakang Yuan (2) Renqiu Xia (2) Xin Li (2) Pinlong Cai (2)

Research topics

Machine Learning (5) Artificial Intelligence (4) Core AI (4) Computer Vision (2) Application Areas (2) Domain-Specific (2) Learning Types (2) Reinforcement Learning (1) Methods (1) Optimization & Theory (1)

Keywords

autonomous driving (3) domain generalization (2) continual learning (1) offline reinforcement learning (1) commonsense knowledge (1) visual reasoning (1) formal verification (1) partial observability (1) greedy algorithm (1) multimodal large language model (1) vision-language pre-training (1) 3d perception (1) domain shift (1) discrete representation (1) proxy representation (1) geometric problem solving (1) cooperative perception (1) memory bank (1) large language model (1) zero-shot domain adaptation (1)

Papers

GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training 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 ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation ICLR 2024 Offline RL with Discrete Proxy Representations for Generalizability in POMDPs NeurIPS 2023 Optimizing the Placement of Roadside LiDARs for Autonomous Driving ICCV 2023