About Me

I just started my industrial career as a senior data scientist @ Visa Inc. My work is related to the development and research of LLMs and agent systems.

I got my Ph.D degree at the Information Science & Technology (IST) department of George Mason University (GMU), under the supervision of Dr. Kun Sun. Before that, I obtained a Bachelor of Engineering in Communication Engineering in 2016 and a Master of Engineering in Computer Science in 2019 from Nanjing University of Posts & Telecommunications (NJUPT). 

Publication

1. Xu He, Shu Wang, Kun Sun. "PathFix: Automated Program Repair with Expected Path". IEEE Secure Development Conference (SecDev 2025).

2. Hung-Mao Chen, Xu He, Shu Wang, Xiaokuan Zhang, Kun Sun. "TYPEPULSE: Detecting Type Confusion Bugs in Rust Programs". In Proceedings of the 34th USENIX Security Symposium (USENIX Security 2025) [Paper].

3. Xu He, Shu Wang, Pengbin Feng, Xinda Wang, Shiyu Sun, Qi Li, Kun Sun. "BinGo: Identifying Security Patches in Binary Code with Graph Representation Learning." ACM ASIA Conference on Computer and Communications Security (AsiaCCS 2024) [Paper]

4. Yunlong Xing, Shu Wang, Shiyu Sun, Xu He, Kun Sun, Qi Li. "What IF Is Not Enough? Fixing Null Pointer Dereference With Contextual Check." USENIX Security Symposium (USENIX Security 2024). [Paper]

5. Xu He, Shu Wang, Yunlong Xing, Pengbin Feng, Haining Wang, Qi Li, Songqing Chen, and Kun Sun. "BinProv: Binary Code Provenance Identification without Disassembly." The 25th International Symposium on Research in Attacks, Intrusions, and Defenses (RAID 2022), Limassol, Cyprus on 26-28 October 2022. [Paper]

6. Songsong Liu, Pengbin Feng, Jiahao Cao, Xu He, Tommy Chin, Kun Sun, and Qi Li. "Consistency is All I Ask: Attacks and Countermeasures on the Network Context of Distributed Honeypots." The 19th Conference on Detection of Intrusions and Malware & Vulnerability Assessment (DIMVA 2022), Cagliari, Italy June 29 – July 1, 2022. [Paper]

7. Xu He, Jiahao Cao, Shu Wang, Kun Sun, Lisong Xu, and Qi Li. "Auter: Automatically Tuning Multi-layer Network Buffers in Long-Distance Shadowsocks Networks". IEEE International Conference on Computer Communications (INFOCOM 2022), London, England, May 3-5, 2022. [Paper]

8. Shengye Wan, Mingshen Sun, Kun Sun, Ning Zhang, and Xu He. "RusTEE: Developing Memory-Safe ARM TrustZone Applications". 2020 Annual Computer Security Applications Conference (ACSAC 2020), Austin, Texas, USA, December 7-11, 2020. [Paper]

9. Shu Wang, Jiahao Cao, Xu He, Kun Sun, and Qi Li, "When the Differences in Frequency Domain are Compensated: Understanding and Defeating Modulated Replay Attacks on Automatic Speech Recognition," 2020 27th ACM Conference on Computer and Communications Security (CCS 2020), Orlando, USA, November 9-13, 2020.  [Paper]

10. Zhiqiang Zou, Xu He, A-xing Zhu. "An Automatic Annotation Method for Discovering Semantic Information of Geographical Locations from Location-Based Social Networks". ISPRS International Journal of Geo-Information. 29 October 2019. [Paper]

11. Zhiqiang Zou, Junjie Xiong, Xu He, Haihong Dai. “NUPT ST-data Miner An Spatio-Temporal Data Analysis and Visualization System”. ICISA’2018. Hong Kong. June 2018. [Paper]

12. Zhiqiang Zou, Xu He, Xingyu Xie, Qunying Huang. “Enhancing the Impression on Cities: Mining Relations of Attractions with Geo-tagged Photos”. CBDCom’2018. GuangZhou, China. October 2018. [Paper]

13. Zhiqiang Zou, Xu He, Yinxia Wang, Jiagao Wu. “Sparse Representation of Sensor Network Signals Based on the K-SVD Algorithm”. MSWiM’2018. Montreal, Canada. November 2018. [Paper]

Work Experience

• Summer Security R&D Intern @ NIO USA. San Jose, CA (2022, 2023), working with Dr. Yueqiang Cheng, Dr. Ping Chen, and Robin ZhongBing Luo.

• Sr. Data Analyst Intern, Cybersecurity @ VISA Inc. Ashburn, VA (2024), working with Dr. Yan Zhai.

Awards

• • Doctoral Research Scholarship, GMU, Jun. 2023

  • Student Grant，Infocom 2022，Apr. 2022

  • First Prize, The 2nd “3S” National Internet of Things Technology and Application Competition, May. 2016

  • Silver Graduation Medal, (5/73), NJUPT, Jun. 2016

  • Outstanding Graduate, (80/about 5050), NJUPT, Jun. 2016

  • Honorable Mention, American Mathematical Contest In Modeling, COMAP, Feb. 2015