Contact

宋云鹏 副教授 博导

网络空间安全学院

办公室：彭康楼1楼

Email: yunpengs [AT] xjtu.edu.cn

Awards

2021年 西安交通大学“优秀青年人才计划”Ａ类

2021年 “博士后创新人才支持计划”

2020年 “人机行为分析的身份认证理论与方法” 陕西省自然科学一等奖（第三完成人）

2017 - 2019年 国家留学基金委奖学金

2017年 中国互联网发展基金会网络安全奖学金

站点计数器

Basic information

宋云鹏，西安交通大学网络空间安全学院副教授，博士生导师，隶属于管晓宏院士团队，2020年获西安交通大学博士学位，入选2021年“博士后创新人才支持计划”，西安交通大学“优秀青年人才计划”Ａ类，主持国家青年自然科学基金等多个科研项目，在人工智能、人机交互、安全领域CCF A类顶会IEEE S&P、CHI、UIST、UbiComp、CSCW、NeurIPS、AAAI上发表十余篇论文，并担任多个国际会议审稿人。

 

团队常年招收网安、自动化、计算机、软件、信通等方向的研究生、以及学有余力的本科实习生，欢迎加入。

 

研究方向

人工智能、人机交互、可用性安全、大模型

Educational and Working Experience

2020 - 至今       西安交通大学，网络空间安全学院，助理教授、副教授

2009 - 2020       西安交通大学，自动化科学与工程学院，本科，硕士，博士

2017 - 2019       卡内基梅隆大学，计算机科学学院，人机交互研究所，联合培养博士

Selected Conference Papers

[CCF A, AAAI’25, 人工智能顶会] Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts.

Yunpeng Song, Jiawei Li, Yiheng Bian, Zhongmin Cai

[CCF A, CHI’25, 人机交互顶会] EyeSee: Enhancing Art Appreciation through Anthropomorphic Interpretations from Multiple Perspectives.

Yongming Li, Hangyue Zhang, Andrea Yaoyun Cui, Zisong Ma, Yunpeng Song, Zhongmin Cai, Yun Huang

[CCF A, UbiComp’25, 人机交互顶会] Xrf v2: A dataset for action summarization with wi-fi signals, and imus in phones, watches, earbuds, and glasses

Bo Lan, Pei Li, Jiaxi Yin, Yunpeng Song, Ge Wang, Han Ding, Jinsong Han, Fei Wang

[CCF A, UbiComp’25, 人机交互顶会] Modeling Attentive Interaction Behavior for Web Content Identification in Exploratory Information Seeking.

Rongrong Zhu, Chi Cheng, Yunpeng Song, Zhongmin Cai

[CCF A, Neurips’24, 人工智能顶会] Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators

Haoming Wang, Zhaoming Tian, Yunpeng Song, Xiangliang Zhang, Zhongmin Cai

[CCF A, UIST’24, 人机交互顶会] VisionTasker: Mobile Task Automation Using Vision Based UI Understanding and LLM Task Planning

Yunpeng Song, Yiheng Bian, Yongtao Tang, Guiyu Ma, Zhongmin Cai

[CCF A, UbiComp’24, 人机交互顶会] Learning from User-driven Events to Generate Automation Sequences.

Yunpeng Song, Yiheng Bian, Xiaorui Wang, Zhongmin Cai

[CCF A, CHI’24, 人机交互顶会] Towards Building Condition-Based Cross-Modality Intention-Aware Human-AI Cooperation under VR Environment.

Ziyao He, Shiyuan Li, Yunpeng Song, Zhongmin Cai

[CCF A, UbiComp’23, 人机交互顶会] Integrating Gaze and Mouse Via Joint Cross-Attention Fusion Net for Students' Activity Recognition in E-learning.

Rongrong Zhu, Liang Shi, Yunpeng Song, Zhongmin Cai

[CCF A, CHI’23, 人机交互顶会] Interaction of Thoughts: Towards Mediating Task Assignment in Human-AI Cooperation with a Capability-Aware Shared Mental Model. 

Ziyao He, Yunpeng Song, Shurui Zhou, Zhongmin Cai

[CCF A, UbiComp’22, 人机交互顶会] Integrating Handcrafted Features with Deep Representations for Smartphone Authentication.

Yunpeng Song, Zhongmin Cai

[CCF A, CHI’20, 人机交互顶会] I'm All Eyes and Ears: Exploring Effective Locators for Privacy Awareness in IoT Scenarios.

Yunpeng Song, Yun Huang, Zhongmin Cai, Jason I Hong

[CCF A, CSCW’19, 人机交互顶会] Normal and easy: Account sharing practices in the workplace.

Yunpeng Song, Cori Faklaris, Zhongmin Cai, Jason I Hong, Laura Dabbish

[CCF A, S&P’17, 安全顶会] Multi-touch authentication using hand geometry and behavioral information. 

Yunpeng Song, Zhongmin Cai, Zhi-Li Zhang

Selected Journal Papers

[中科院1区，RESS’24] A supervised contrastive learning method with novel data augmentation for transient stability assessment considering sample imbalance

Yaodi Huang, Yunpeng Song, Zhongmin Cai

[中科院1区，IoT-J’24] Touch Authentication for Sharing Context Using Within-Group Similarity Structure.

Yunpeng Song, Yunlin Zhang, Zhongmin Cai, Zhou Su

[中科院1区，ESWA’23] Exploring visual representations of computer mouse movements for bot detection using deep learning approaches.

Hongfeng Niu, Ang Wei, Yunpeng Song, Zhongmin Cai