王皓 (Hao Wang)
Redbud和Tea Deliverers战队成员
教育经历
2020 - 现在: 清华大学,博士研究生(网络空间安全)
2016 - 2020: 中国科学技术大学,工学学士(信息安全)
研究领域
- 大语言模型
- AI for Security
- 二进制程序分析
- 模糊测试
项目经历
Machine Language Model [官网] [媒体报道] (2023年7月 - 至今)
清华大学与零一万物合作的机器语言大模型研发负责人
Convolutional Code Search with Layer-wise Attention (2019年7月 - 2020年6月)
微软亚洲研究院机器学习组的研究实习生 明日之星实习生
获奖经历
- 2024 矩阵杯网络安全大赛人工智能(大模型)挑战赛冠军
- 2023 NIPS 2023 TDC Red-Teaming Competition, Large Model Subtrack季军
- 2023 第一届“中华武数杯”全国网络攻防精英赛亚军
- 2023 DEF CON CTF Final 2023亚军
- 2023 DEF CON CTF Qualifier 2023冠军
- 2022 数字中国创新大赛虎符网络安全赛道PKS体系专项赛事三等奖
- 2022 数字中国创新大赛虎符网络安全赛道总决赛二等奖
- 2022 第六届“强网杯”全国网络安全挑战赛决赛一等奖
- 2022 巅峰极客网络安全技能挑战赛初赛冠军
- 2022 巅峰极客网络安全技能挑战赛决赛亚军
- 2022 AutoDriving CTF @ DEFCON 30冠军
- 2021 祥云杯亚军
- 2021 L3HCTF亚军
- 2021 DEFCON CTF 29 Final季军
- 2021 AutoDriving CTF @ DEFCON 29第四名
- 2021 AntCTF第四名
- 2021 *CTF亚军
- 2020 ByteCTF决赛冠军
- 2020 ByteCTF线上赛冠军
- 2020 WCTF世界黑客大师赛新锐赛冠军
学术成果
以下是按照你提供的格式整理后的新学术成果列表:
学术成果
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language Models [paper]
Jingwei Yi, Junhao Yin, Ju Xu, Peng Bao, Yongliang Wang, Wei Fan, Hao Wang. ArXiv 2025
An Engorgio Prompt Makes Large Language Model Babble On [paper]
Jianshuo Dong, Ziyuan Zhang, Qingjie Zhang, Tianwei Zhang, Hao Wang, Hewu Li, Qi Li, Chao Zhang, Ke Xu, Han Qiu.
In the International Conference on Learning Representations (ICLR’25)
SmartTrans: Advanced Similarity Analysis for Detecting Vulnerabilities in Ethereum Smart Contracts [paper]
Longfei Chen, Hao Wang, Yuchen Zhou, Taiyu Wong, Jialai Wang, Chao Zhang.
In the IEEE Transactions on Dependable and Secure Computing (TDSC’25)
OpTrans: Enhancing Binary Code Similarity Detection with Function Inlining Re-Optimization [paper]
Zihan Sha, Yang Lan, Chao Zhang, Hao Wang, Zeyu Gao, Bolun Zhang, Hui Shu.
To appear in the Empirical Software Engineering (ESE’25)
PromeTrans: Bootstrap Binary Functionality Classification with Knowledge Transferred from Pre-trained Models [paper]
Zihan Sha, Chao Zhang, Hao Wang, Zeyu Gao, Bolun Zhang, Yang Lan, Hui Shu.
To appear in the Empirical Software Engineering (ESE’25)
BinQuery: A Novel Framework for Natural Language-Based Binary Code Retrieval [paper]
Bolun Zhang, Zeyu Gao, Hao Wang, Yuxin Cui, Siliang Qin, Chao Zhang, Kai Chen, Beibei Zhao.
To appear in _the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA’25)
Virtual Compiler Is All You Need For Assembly Code Search [paper]
Zeyu Gao, Hao Wang, Yuanda Wang, Chao Zhang.
In _the Annual Meeting of the Association for Computational Linguistics (ACL’24)
Llasm: Naming Functions in Binaries by Fusing Encoder-only and Decoder-only LLMs [paper]
Zihan Sha, Hao Wang, Zeyu Gao, Hui Shu, Bolun Zhang, Ziqing Wang, Chao Zhang.
In the ACM Transactions on Software Engineering and Methodology (TOSEM’24)
Improving ML-based Binary Function Similarity Detection by Assessing and Deprioritizing Control Flow Graph Features [paper]
Jialai Wang, Chao Zhang, Longfei Chen, Yi Rong, Yuxiao Wu, Hao Wang, Wende Tan, Qi Li, Zongpeng Li.
In the USENIX Security Symposium (USENIX Security’24)
CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision [paper] [code] [model]
Hao Wang, Zeyu Gao, Chao Zhang, Zihan Sha, Mingyang Sun, Yuchen Zhou, Wenyu Zhu, Wenju Sun, Han Qiu, Xi Xiao.\
In the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA’24)
CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection [paper] [code]
Hao Wang, Zeyu Gao, Chao Zhang, Mingyang Sun, Yuchen Zhou, Han Qiu, Xi Xiao.
In the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA’24)
How Far Have We Gone in Vulnerability Detection Using Large Language Models [paper] [code] [media report(Chinese)]
Zeyu Gao, Hao Wang, Yuchen Zhou, Wenyu Zhu, Chao Zhang. ArXiv 2023
kTrans: Knowledge-Aware Transformer for Binary Code Embedding [paper]
Wenyu Zhu, Hao Wang, Yuchen Zhou, Jiaming Wang, Zihan Sha, Zeyu Gao, Chao Zhang. ArXiv 2023
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
In the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA’22), Daejeon, South Korea, July 2022
COSEA: Convolutional code search with layer-wise attention [paper]
Hao Wang, Jia Zhang, Yingce Xia, Jiang Bian, Chao Zhang, Tie-Yan Liu. ArXiv 2020