Liang Song

8 papers · 2020–2025 · 5 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 · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ECCV (2) EMNLP (2) AAAI (1) ICCV (1)

Top co-authors

peng sun (4) Jingyu Zhang (3) Hanqi Wang (2) Bingning Wang (2) Yilei WANG (2) Dingkang Yang (2) Weipeng Chen (2) Kun Yang (2) Marc Pollefeys (1) Lang Qian (1)

Research topics

Artificial Intelligence (5) Machine Learning (5) Core AI (5) Computer Vision (4) Application Areas (4) Learning Types · Machine Learning (4) Analysis (3) Deep Learning (2) Domain-Specific (2) Learning Paradigms (2) Learning Types · Deep Learning (2) Processing (1)

Keywords

collaborative perception (3) large language model (2) multi-agent system (2) feature fusion (2) autonomous vehicle (2) model merging (2) multilingual processing (1) semantic representation (1) scene representation (1) surface reconstruction (1) communication efficiency (1) 3d object detection (1) low-resource language (1) spatio-temporal analysis (1) weight extraction (1) multilingual model (1) camera tracking (1) semantic mapping (1) task arithmetic (1) v2x communication (1)

Papers

DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions AAAI 2025 Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models EMNLP 2025 Align before Collaborate: Mitigating Feature Misalignment for Robust Multi-Agent Perception ECCV 2024 ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments CVPR 2024 MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic EMNLP 2024 SNI-SLAM: Semantic Neural Implicit SLAM CVPR 2024 Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception ICCV 2023 Prototype Rectification for Few-Shot Learning ECCV 2020