| Wenjie Qu Email: wenjiequ@u.nus.edu Google Scholar Curriculum Vitae |
Hi! I am a first year PhD student in Computer Science at National University of Singapore, fortunately advised by Prof. Jiaheng Zhang.
I am interested at the intersection of three domains:
(1)applied cryptography especially zero-knowledge proofs and their applications on blockchain and AI
(2)AI safety especially making LLMs responsible and reliable
(3)high-performance machine learning systems
In my undergraduate years, I worked with wonderful people including Prof. Dawn Song, Prof. Neil Gong, Prof. Chao Zhang. I also interned at Microsoft Research Asia.
I am always open to collaborations. If you share similar interests, feel free to email me.
PhD In Computer Science, National University of Singapore
August 2023 to June 2027(Expected)
B.E. In Automation, Huazhong University of Science and Technology
September 2019 to June 2023
REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service
[paper]
Wenjie Qu, Jinyuan Jia, Neil Gong
Network and Distributed System Security Symposium(NDSS), 2023
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples [paper]
[code]
Jinyuan Jia*, Wenjie Qu*, Neil Gong
Advances in Neural Information Processing Systems(NeurIPS), 2022, Spotlight
jTrans: Jump-Aware Transformer for Binary Code Similarity Detection [paper] [code] [media report(Chinese)]
Hao Wang*, Wenjie Qu*, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao
Zhang
International Symposium on Software Testing and Analysis(ISSTA), 2022
EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning [paper]
Hongbin Liu*, Jinyuan Jia*, Wenjie Qu, Neil Gong
ACM Conference on Computer and Communications Security(CCS), 2021
Journal Reviewer IoT-J
Reviewer ICML 2022
Sub-Reviewer PKC 2024
2023 NUS President's Graduate Fellowship
2023 Outstanding Graduate, HUST
2020 National Scholarship
2020 Outstanding Undergraduate of Academic Performance
2018 National Olympiad in Informatics Winter Camp, Bronze Medal