Lyu Bingrong吕炳荣

北京智源人工智能研究院 (BAAI) · 智能评测实习生 BAAI · Intelligent Evaluation Intern

在智能评测组从事大语言模型安全红队测试与匿名竞技场用户标注质量度量：

• 安全红队系统开展大语言模型安全与鲁棒性评测，针对提示注入（Prompt Injection）、越狱提示词与对抗扰动开展红队测试，探索模型安全边界，深度参与构建多维度安全评测基准。
• 竞技场建模参与设计匿名 LLM 竞技场（Arena）的用户标注置信度评估算法，运用统计与异常检测方法过滤噪声与恶意低质标注，切实保障人类偏好数据（RLHF/Preference Data）的信度与模型排名的公平性。
• 评测规范参与大模型主观开放式任务的评测方案制定，参与设计细粒度多维度打分量表、测试集规范与自动化验证流程。

Worked at the Intelligent Evaluation Group on LLM safety red-teaming and crowdsourced preference modeling:

• Red TeamingConducted vulnerability assessments using prompt injection, jailbreaks, and adversarial perturbation to establish robust safety evaluation baselines.
• Arena ModelingDesigned user credibility scoring and anomaly detection algorithms for anonymous LLM arena battles, filtering out adversarial noise to preserve ranking fidelity.
• Rubric DesignFormulated standardized multi-dimensional scoring rubrics and automated verification workflows for subjective and open-ended generative benchmarks.

中北大学百度飞桨领航团 · 团长 Baidu PaddlePaddle Pilot Group @ NUC · Campus Leader

受聘担任中北大学百度飞桨领航团团长，主导高校开源深度学习技术生态与学生开发者社群建设：

• 社区布道依托百度飞桨（PaddlePaddle）开源深度学习框架与 AI Studio 平台，组织开展计算机视觉、深度学习和大模型前沿技术讲座与实战 Workshop，累计覆盖并带动数百名校内开发者。
• 竞赛赋能建立算法研讨与竞赛集训机制，主导技术交流与开源项目实战，推动校内开发者团队在“挑战杯”国赛一等奖、RAICOM 国赛二等奖等高水平科技赛事中攻关视觉与算法难题。

Served as Campus Leader for Baidu PaddlePaddle Pilot Group at North University of China, leading open-source AI community initiatives:

• CommunitySpearheaded open-source AI developer community at NUC using PaddlePaddle and AI Studio, organizing workshops and technical lectures on CV and deep learning for hundreds of students.
• MentorshipFostered competitive modeling study groups and applied engineering practices, empowering student teams to secure top national honors in Challenge Cup and RAICOM.

中北大学 · 软件工程学士学位（已毕业） North University of China · B.S. in Software Engineering

全日制软件工程专业毕业，曾任中北大学百度飞桨领航团团长。系统修读操作系统、数据结构与算法、计算机网络、软件架构体系与机器学习核心课程；具备扎实的计算机底层与系统工程素养，主导完成多项前沿算法工程研发与落地。

Graduated with a Bachelor of Science in Software Engineering; served as Baidu PaddlePaddle Pilot Group Campus Leader. Comprehensive background in Operating Systems, Algorithms, Computer Networks, and Machine Learning with proven track record in end-to-end systems and applied AI engineering.