Mingsheng Li

5 papers · 2024–2025 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

CVPR (1) ECCV (1) ICCV (1) ICLR (1) NeurIPS (1)

Top co-authors

Tao Chen (5) Xin Chen (3) Sijin Chen (3) Jiakang Yuan (3) Renqiu Xia (2) Gang Yu (2) Hongbin Zhou (2) Bo Zhang (2) Tianshuo Peng (2) Hongyuan Zhu (2)

Research topics

Artificial Intelligence (4) Core AI · Artificial Intelligence (4) Deep Learning (3) Computer Vision (2) Machine Learning (2) Analysis (2) Learning Types · Deep Learning (2) Application Areas (1) Architectures (1) Core AI · Computer Vision (1) Learning Types · Machine Learning (1) Models (1)

Keywords

point cloud (2) visual reasoning (2) multimodal learning (2) large multimodal model (2) question answering (1) 3d vision (1) 3d scene understanding (1) instruction tuning (1) formal verification (1) 3d object detection (1) state space model (1) vision-language model (1) multimodal large language model (1) visual instruction tuning (1) vision-language pre-training (1) indoor scene (1) feature integration (1) geometric problem solving (1) human-machine interaction (1) domain-specific expert (1)

Papers

Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025 GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training ICLR 2025 3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection NeurIPS 2024 LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024 M3DBench: Towards Omni 3D Assistant with Interleaved Multi-modal Instructions ECCV 2024