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ORCIDWenbo Guo 0002
Person information
- affiliation: Pennsylvania State University, PA, USA
Other persons with the same name
- Wenbo Guo 0001
![[0000-0003-2871-3187]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-2871-3187")
— University of Electronic Science and Technology of China, Chengdu, China - Wenbo Guo 0003 — Xi'an Jiaotong University, Xi'an, China
- Wenbo Guo 0004 — University of Washington Bothell, WA, USA
- Wenbo Guo 0005 — Henan University, Institute of Physical Education, Kaifeng, China
- Wenbo Guo 0006 — Nanjing University of Posts and Telecommunications, Nanjing, China
- Wenbo Guo 0007 — Beijing University of Posts and Telecommunications, MoE Key Laboratory of Universal Wireless Communication, China
- Wenbo Guo 0008 — Shanghai Jiaotong University, Antai College of Economis and Management, China.
- Wenbo Guo 0009 — Tsinghua University, Institute of Microelectronics, Beijing, China
- Wenbo Guo 0010 — Tsinghua University, Department of Automation, BNRIST Bioinformatics Division, MOE Key Laboratory of Bioinformatics, Beijing, China
- Wenbo Guo 0011 — Sichuan University, School of Cyber Science and Engineering, Chengdu, China
- Wenbo Guo 0012 — Anhui University of Science and Technology, China
- Wenbo Guo 0013 — Origin Quantum Computing Company Ltd., Anhui, China
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2020 – today
- 2022
[c18]Hua Shen, Tongshuang Wu, Wenbo Guo, Ting-Hao Kenneth Huang:
Are Shortest Rationales the Best Explanations for Human Understanding? ACL (2) 2022: 10-19- [i9]Hua Shen, Tongshuang Wu, Wenbo Guo, Ting-Hao Kenneth Huang:
Are Shortest Rationales the Best Explanations for Human Understanding? CoRR abs/2203.08788 (2022) - 2021
- [c17]Wenbo Guo, Xian Wu, Sui Huang, Xinyu Xing:
Adversarial Policy Learning in Two-player Competitive Games. ICML 2021: 3910-3919 - [c16]Yang Young Lu, Wenbo Guo, Xinyu Xing, William Stafford Noble:
DANCE: Enhancing saliency maps using decoys. ICML 2021: 7124-7133 - [c15]Xiaofei Xie, Wenbo Guo, Lei Ma, Wei Le, Jian Wang, Lingjun Zhou, Yang Liu, Xinyu Xing:
RNNRepair: Automatic RNN Repair via Model-based Analysis. ICML 2021: 11383-11392 - [c14]Lun Wang, Zaynah Javed, Xian Wu, Wenbo Guo, Xinyu Xing, Dawn Song:
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning. IJCAI 2021: 3699-3705 - [c13]Junjie Liang, Wenbo Guo, Tongbo Luo, Vasant G. Honavar, Gang Wang, Xinyu Xing:
FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data. NDSS 2021 - [c12]Wenbo Guo, Xian Wu, Usmann Khan, Xinyu Xing:
EDGE: Explaining Deep Reinforcement Learning Policies. NeurIPS 2021: 12222-12236 - [c11]Xian Wu, Wenbo Guo, Hua Wei, Xinyu Xing:
Adversarial Policy Training against Deep Reinforcement Learning. USENIX Security Symposium 2021: 1883-1900 - [c10]Limin Yang, Wenbo Guo, Qingying Hao, Arridhana Ciptadi, Ali Ahmadzadeh, Xinyu Xing, Gang Wang:
CADE: Detecting and Explaining Concept Drift Samples for Security Applications. USENIX Security Symposium 2021: 2327-2344 - [i8]Lun Wang, Zaynah Javed, Xian Wu, Wenbo Guo, Xinyu Xing, Dawn Song:
BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning. CoRR abs/2105.00579 (2021) - 2020
- [c9]Wenbo Guo, Lun Wang, Yan Xu, Xinyu Xing, Min Du, Dawn Song:
Towards Inspecting and Eliminating Trojan Backdoors in Deep Neural Networks. ICDM 2020: 162-171 - [i7]Yang Lu, Wenbo Guo, Xinyu Xing, William Stafford Noble:
Robust saliency maps with decoy-enhanced saliency score. CoRR abs/2002.00526 (2020)
2010 – 2019
- 2019
- [c8]Dongliang Mu, Wenbo Guo, Alejandro Cuevas, Yueqi Chen, Jinxuan Gai, Xinyu Xing, Bing Mao, Chengyu Song:
RENN: Efficient Reverse Execution with Neural-Network-Assisted Alias Analysis. ASE 2019: 924-935 - [c7]Wenbo Guo, Dongliang Mu, Ligeng Chen, Jinxuan Gai:
Building Adversarial Defense with Non-invertible Data Transformations. PRICAI (3) 2019: 593-606 - [c6]Ying Dong, Wenbo Guo, Yueqi Chen, Xinyu Xing, Yuqing Zhang, Gang Wang:
Towards the Detection of Inconsistencies in Public Security Vulnerability Reports. USENIX Security Symposium 2019: 869-885 - [c5]Wenbo Guo, Dongliang Mu, Xinyu Xing, Min Du, Dawn Song:
DEEPVSA: Facilitating Value-set Analysis with Deep Learning for Postmortem Program Analysis. USENIX Security Symposium 2019: 1787-1804 - [i6]Wenbo Guo, Lun Wang, Xinyu Xing, Min Du, Dawn Song:
TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems. CoRR abs/1908.01763 (2019) - 2018
- [j1]Liang Gong, Wenbo Guo, Yupu Yang:
Active learning support vector machines with low-rank transformation. Intell. Data Anal. 22(4): 701-715 (2018) - [c4]Wenbo Guo, Dongliang Mu, Jun Xu, Purui Su, Gang Wang, Xinyu Xing:
LEMNA: Explaining Deep Learning based Security Applications. CCS 2018: 364-379 - [c3]Wenbo Guo, Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Sui Huang, Xue Liu, C. Lee Giles, Lin Lin, Xinyu Xing:
Defending Against Adversarial Samples Without Security through Obscurity. ICDM 2018: 137-146 - [c2]Wenbo Guo, Sui Huang, Yunzhe Tao, Xinyu Xing, Lin Lin:
Explaining Deep Learning Models - A Bayesian Non-parametric Approach. NeurIPS 2018: 4519-4529 - [i5]Wenbo Guo, Sui Huang, Yunzhe Tao, Xinyu Xing, Lin Lin:
Explaining Deep Learning Models - A Bayesian Non-parametric Approach. CoRR abs/1811.03422 (2018) - 2017
- [c1]Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles:
Adversary Resistant Deep Neural Networks with an Application to Malware Detection. KDD 2017: 1145-1153 - [i4]Wenbo Guo, Kaixuan Zhang, Lin Lin, Sui Huang, Xinyu Xing:
Towards Interrogating Discriminative Machine Learning Models. CoRR abs/1705.08564 (2017) - 2016
- [i3]Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Xinyu Xing, C. Lee Giles, Xue Liu:
Random Feature Nullification for Adversary Resistant Deep Architecture. CoRR abs/1610.01239 (2016) - [i2]Qinglong Wang, Wenbo Guo, Alexander G. Ororbia II, Xinyu Xing, Lin Lin, C. Lee Giles, Xue Liu, Peng Liu, Gang Xiong:
Using Non-invertible Data Transformations to Build Adversary-Resistant Deep Neural Networks. CoRR abs/1610.01934 (2016) - [i1]Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, C. Lee Giles, Xue Liu:
Learning Adversary-Resistant Deep Neural Networks. CoRR abs/1612.01401 (2016)
Coauthor Index
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