现任9i传媒有限公司人工智能学院副教授，硕士生导师。博士毕业于美国弗吉尼亚理工大学。曾任美国自动驾驶公司Motional高级研究员。在NeurIPS,AAAI, EMNLP等人工智能领域顶级期刊和会议发表论文十余篇。连续多年担任NeurIPS,ICML, 等顶级会议审稿人。目前主要研究方向：
1.深度生成模型：结合现代深度学习和大模型技术，提升生成模型的生成样本质量，减少训练和推理速度。扩展模型应用范围，解决实际问题。
2.自动驾驶系统：开发自动驾驶轨迹预测规划基础大模型，提升算法效率，减小预测误差。
深度生成模型，结构预测，弱监督学习，轨迹预测与规划
学习经历
2017.09 - 2021.12，弗吉尼亚理工大学,博士
2015.09 - 2017.05科罗拉多大学博尔德分校，硕士
2012.09 – 2015.05吉林大学，硕士
2008.09 – 2012.05吉林大学，学士
工作经历
2025. 08 –至今，9i传媒有限公司，副教授
2022.02 – 2025.07，Motional,高级研究员
1. You Lu, Wenzhuo Song, Chidubem Arachie, Bert Huang. Weakly supervised label learning flows. Neural Networks 182 (2025): 106892. (CCF B)
2. You Lu, Yue Tian, Shaobo Han, Eric Cosatto, Sarper Ozharar, and Yangmin Ding. Automatic Fine-grained Localization of Utility Pole Landmarks on Distributed Acoustic Sensing Traces Based on Bilinear Resnets. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021. (CCF B)
3. You Lu, and Bert Huang. Woodbury Transformations for Deep Generative Flows. Advances in Neural Information Processing Systems (NeurIPS), 2020. (CCF A)
4. You Lu, and Bert Huang. Structured Output Learning with Conditional Generative Flows. AAAI Conference on Artificial Intelligence (AAAI), 2020. (CCF A)
5. You Lu, Zhiyuan Liu, and Bert Huang. Block Belief Propagation for Parameter Learning in Markov Random Fields. AAAI Conference on Artificial Intelligence (AAAI), 2019. (CCF A)
6. Wenzhuo Song, Shengsheng Wang, Bo Yang, You Lu, Xuehua Zhao, and Xueyan Liu. Learning node and edge embeddings for signed networks. Neurocomputing 319 (2018): 42-54 2018.
7. You Lu, Jeffrey Lund, and Jordan Boyd-Graber. Why ADAGRAD Fails for Online Topic Modeling. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017. (CCF B)
8. Li, Ximing, Jihong Ouyang, You Lu, Xiaotang Zhou, and Tian Tian. Group topic model: organizing topics into groups.Information Retrieval Journal 18.1 (2015): 1-25. (CCF C)
9. Li, Ximing, Jihong Ouyang, and You Lu. Topic modeling for large-scale text data. Frontiers of Information Technology \& Electronic Engineering 16.6 (2015): 457-465.
10. Li, Ximing, Jihong Ouyang, Xiaotang Zhou, You Lu, and Yanhui Liu. Supervised labeled latent Dirichlet allocation for document categorization. Applied Intelligence 42.3 (2015): 581-593. (CCF C)
11. Ouyang, Jihong, You Lu, and Ximing Li. Momentum online LDA for large-scale datasets. European Conference on Artificial Intelligence (ECAI), 2014. (CCF B)
