Guoliang Xing

5 papers · 2023–2024 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)

Venues

NAACL (2) COLING (1) NeurIPS (1) NSDI (1)

Top co-authors

Dawei Yin (3) Yukun Zhao (3) Shuaiqiang Wang (2) Lingyong Yan (2) Weiwei Sun (2) Chong Meng (2) Zhicong Cheng (2) Zhaochun Ren (2) Jianwei Niu (1) Junhui Hou (1)

Research topics

Artificial Intelligence (3) Core AI (3) Computer Vision (2) Deep Learning (2) Machine Learning (2) Analysis (2) Domain-Specific (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Natural Language Processing (1) Generation (1) Learning Paradigms (1)

Keywords

zero-shot learning (1) scene understanding (1) point cloud registration (1) self-supervised learning (1) in-context learning (1) question answering (1) response generation (1) multimodal learning (1) autonomous driving (1) point cloud (1) visual reasoning (1) instruction following (1) model uncertainty (1) visual slam (1) autonomous vehicle (1) supervised fine-tuning (1) hallucination detection (1) knowledge boundary (1) factor graph (1) instruction optimization (1)

Papers

Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024 Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method NAACL 2024 VILAM: Infrastructure-assisted 3D Visual Localization and Mapping for Autonomous Driving NSDI 2024 VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024 Unleash the Potential of Image Branch for Cross-modal 3D Object Detection NeurIPS 2023