简历 — 邹旭

个人简介

邹旭

• 工学学士，清华大学新雅书院/航天航空学院，钱学森力学班，2014.8 – 2018.7
• 工学博士，清华大学计算机系软件所 KEG 实验室，2018.8 – 2024.6，导师：唐杰
• 算法专家，北京智谱华章有限公司，2024.7 – ；此前从事架构工作，现做独立项目
• SGLang 开源社区贡献者

研究领域

大模型生成、可控生成、图对抗攻击等。清华大学研究生精品课程《高级机器学习》课程助教。

学术服务

• Pango 志愿毒株观察员(2023 至今)— 我提议并获命名的 Pango 毒株

爱好

围棋，业余 5 段。曾在清华大学马约翰杯获 2 次个人第二名，代表计算机系获 3 次第一、1 次第二。

联系方式

• Email:xz_mailbox@xuzou.cn
• Google Scholar:个人主页
• GitHub:@xz-keg

欢迎交流与合作讨论。

论文列表

• Xu Zou, Qinkai Zheng, Yuxiao Dong, Xinyu Guan, Evgeny Kharlamov, Jialiang Lu, Jie Tang. “TDGIA: Effective Injection Attacks on Graph Neural Networks”, KDD 2021 Research Track
• Xu Zou, Da Yin, Qingyang Zhong, Hongxia Yang, Zhilin Yang, Jie Tang. “Controllable Generation from Pre-trained Language Models via Inverse Prompting”, KDD 2021 Research Track
• Qinkai Zheng, Xu Zou, Yuxiao Dong, Yukuo Cen, Da Yin, Jiarong Xu, Yang Yang, Jie Tang. “Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning”, NeurIPS 2021 Dataset & Benchmark Track
• Qinkai Zheng, Xiao Xia, Xu Zou, et al. “CodeGeeX: A Pre-trained Model for Code Generation with Multilingual Evaluations on HumanEval-X”, KDD 2023 Application Track
• Sha Yuan, Hanyu Zhao, Zhengxiao Du, Ming Ding, Xiao Liu, Yukuo Cen, Xu Zou, Zhilin Yang, Jie Tang. “WuDaoCorpora: A Super Large-scale Chinese Corpora for Pre-training Language Models”, AI Open 2021
• Yukuo Cen, Jianwei Zhang, Xu Zou, Chang Zhou, Hongxia Yang, Jie Tang. “Controllable Multi-Interest Framework for Recommendation”, KDD 2020 Application Track
• Yukuo Cen, Xu Zou, Jianwei Zhang, Hongxia Yang, Jingren Zhou, Jie Tang. “Representation Learning for Attributed Multiplex Heterogeneous Network”, KDD 2019 Research Track
• Zhen Yang, Ming Ding, Xu Zou, Jie Tang, Bin Xu, Chang Zhou, Hongxia Yang. “Region or Global? A Principle for Negative Sampling in Graph-based Recommendation”, TKDE 2022
• Ming Ding, Zhuoyi Yang, Wenyi Hong, Wendi Zheng, Chang Zhou, Da Yin, Junyang Lin, Xu Zou, Zhou Shao, Hongxia Yang, Jie Tang. “CogView: Mastering Text-to-Image Generation via Transformers”, NeurIPS 2021
• Yan Wang, Lequn Wang, Yurong You, Xu Zou, et al. “Resource Aware Person Re-identification across Multiple Resolutions”, CVPR 2018
• Junyang Lin, Rui Men, An Yang, et al. “M6: A Chinese Multimodal Pretrainer”
• Xu Zou, Qiuye Jia, Jianwei Zhang, Chang Zhou, Hongxia Yang, Jie Tang. “Dimensional Reweighting Graph Convolutional Networks”
• Xu Zou. “Lineage Detector: Efficient Tool for Detecting New SARS-CoV-2 Lineages”
• Xu Zou. “BIPro: Zero-shot Chinese Poem Generation via Block Inverse Prompting Constrained Generation Framework”, ACL 2025

专利

• 唐杰, 邹旭.《自然合理的多语言预训练模型生成语言约束方法》2024
• 唐杰, 邹旭.《基于非顺序反向提示的自动作诗方法》2024
• 《预训练服务系统及基于预训练服务系统的服务提供方法》, 门睿, 周畅, 王鹏, 张一昌, 林俊旸, 杨安, 李永, 林伟, 丁铭, 邹旭, 杜政晓, 唐杰, 杨红霞, 周靖人, 2022.9
• “Method and Apparatus for Graph-based Recommendation”, Evgeny Kharlamov, Jie Tang, Zhen Yang, Ming Ding, Xu Zou. 2023
• “Method and Apparatus for Effective Injection Attacks on Graph Neural Network”, Evgeny Kharlamov, Jie Tang, Xu Zou. 2023