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← Authors

Xiaoran Xu

3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AAAI (1) EMNLP (1) ICLR (1)

Top co-authors

Zihui Ma (1) Zhi-Hong Deng (1) Zhiqing Sun (1) Jingxiao Liu (1) Siyuan Ding (1) Xiaohui Xie (1) Lingyao Li (1) Jian Liu (1) Luqing Luo (1) Jiangang Yang (1)

Keywords

domain generalization (1) object detection (1) data augmentation (1) in-context learning (1) world model (1) retrieval-augmented generation (1) multimodal datum (1) frequency spectrum (1) single-domain generalization (1) physical model (1) disaster simulation (1) earthquake impact (1)

Papers

PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection AAAI 2025 LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment EMNLP 2025 Dynamically Pruned Message Passing Networks for Large-scale Knowledge Graph Reasoning ICLR 2020