G
Gao Huang
H指数:61
被引数:6.7万
个人简介
I am an Associate Professor in the Department of Automation at Tsinghua University, where I lead the LEarning And Perception (LEAP) Lab. Previously, I was a postdoctoral researcher in the Department of Computer Science at Cornell University, working with Prof. Kilian Q. Weinberger. I received my PhD in machine learning from Tsinghua University in 2015. My research focuses on the architectures and learning algorithms of foundation models, including large language models (LLMs), vision-language models (VLMs), and foundation models for embodied intelligence, such as vision-language-action models (VLAs) and world-action models (WAMs).
教育背景
2015.12
Tsinghua University PhD machine learning
工作经历
暂无内容
荣誉奖项
- Asian Young Scientist Fellowship(2024)
- MIT Innovators Under 35 Award(2021)
- DAMO Qingcheng Award(2020)
- AI2000 Most Influential Scholar in Computer Vision
- Best Paper Award at CVPR 2017(2017)
- Outstanding Paper Award at ICML 2026(2026)
- Best Paper Runner-Up Award at NeurIPS 2025(2025)
- Best Paper Finalist at CVPR 2026(2026)
- ICML Outstanding Paper Award(2026)
- CVPR Best Paper Finalists(2026)
- NeurIPS Best Paper Runner-up Award(2025)
- CVPR Best Paper Finalists(2022)
- AI2000 Most Influential Scholar in Computer Vision(2022)
- MIT TR 35 Asia-Pacific, MIT Technology Review(2021)
- Research Fund for Outstanding Young Scholars, Nature Science Foundation of China(2020)
- DAMO Qingcheng Award, Alibaba(2020)
- Super AI Leader - Pioneer Award, World AI Conference (WAIC)(2018)
- CVPR Best Paper Award(2017)
预训练视觉Transformer的协同低秩适配
DyDiT++:一种带有时间步和空间动态的扩散Transformer,用于高效视觉生成
金沙江水电站不锈钢换热管的缩放与腐蚀分析
当前淋巴结分期系统的预测价值及针对可切除胰头癌的机器学习诺模图开发:一项基于人群的研究和 multicenter 验证
氧化石墨烯气凝胶/环氧树脂复合材料的摩擦各向异性行为及其摩擦机制探索
模拟类人的自适应视觉,实现高效灵活的机器视觉感知
鲁棒异常值边界条件用于对抗性稀疏异常值的相位恢复
UltraSeP:面向超声心动图探头运动引导的序列感知预训练
Pattern Recognition
IF7.6
免疫相关长链非编码RNA在预测肝内胆管癌预后和免疫景观中的应用:一项结合实验验证的生物信息学分析
多出口调优:面向推理高效的自适应视觉转换器
通过潜在空间表示推进物理信息神经网络(PINNs)的泛化
通过大规模学习型机器人系统实现专家级自主颈动脉超声检查
Nature Communications
IF15.7
端到端流式视频时序动作分割与强化学习
自适应性填充MoS2@PMMA核壳复合物的环氧防护涂层及其优异的摩擦学性能和防腐蚀性能
肠道微生物组和代谢物与胆道癌的关联:一项双向两样本孟德尔随机化研究的见解
损失函数优化方法及用于提升3D成像声纳运动目标感知性能的无监督提取方法D-DBSCAN
用于视觉语言检索的跨模式适配器
PATTERN RECOGNITION
IF7.6

