Siyuan Cheng
- Detecting Backdoors in Pre-trained Encoders
2023/03/23 by Shiwei Feng, Guanhong Tao, Feng, Shiwei +15 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection
- Can We Edit Multimodal Large Language Models?
2023/10/12 by Siyuan Cheng, Bozhong Tian, Cheng, Siyuan +11 · 8 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Biomedical Text Mining and Ontologies
- The 2006 CHF look-up table
2007/04/25 by D.C. Groeneveld, J.Q. Shan, A.Ž Vasić +9 · 2 citations
Engineering · #Heat Transfer and Boiling Studies #Refrigeration and Air Conditioning Technologies #Nuclear Engineering Thermal-Hydraulics
- OntoProtein: Protein Pretraining With Gene Ontology Embedding
2022/01/23 by Ningyu Zhang, Zhen Bi, Zhang, Ningyu +15 · 4 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Biomedical Text Mining and Ontologies #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Bioinformatics
- MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing
2024/02/18 by Jiaqi Li, Miaozeng Du, Li, Jiaqi +15 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
- InstructEdit: Instruction-based Knowledge Editing for Large Language Models
2024/02/25 by Ningyu Zhang, Bozhong Tian, Zhang, Ningyu +15 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Symbol Preference Aware Generative Models for Recovering Variable Names from Stripped Binary
2023/06/05 by Xiangzhe Xu, Xu, Xiangzhe, Zhuo Zhang +17 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Make Them Spill the Beans! Coercive Knowledge Extraction from (Production) LLMs
2023/12/08 by Zhuo Zhang, Zhang, Zhuo, Guangyu Shen +7 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
- Opening A Pandora's Box: Things You Should Know in the Era of Custom GPTs
2023/12/31 by Guanhong Tao, Siyuan Cheng, Tao, Guanhong +9 · 3 citations
Computer Science · Decision Sciences · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Scientific Computing and Data Management
- BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense
2023/01/16 by Siyuan Cheng, Cheng, Siyuan, Guanhong Tao +19 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG)
- To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
2024/07/02 by Bozhong Tian, Tian, Bozhong, Xiaozhuan Liang +15 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
- PEM: Representing Binary Program Semantics for Similarity Analysis via a Probabilistic Execution Model
2023/08/29 by Xiangzhe Xu, Xuan Zhou, Xu, Xiangzhe +17 · 2 citations
Computer Science · #Software System Performance and Reliability #Software Engineering Research #Software Testing and Debugging Techniques
- LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
2024/03/25 by Siyuan Cheng, Cheng, Siyuan, Guanhong Tao +17 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection
- ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation
2024/09/12 by Shiwei Feng, Yapeng Ye, Feng, Shiwei +13 · 2 citations
Decision Sciences · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy #Scientific Computing and Data Management #Software Engineering (cs.SE)
- Contrastive Demonstration Tuning for Pre-trained Language Models
2022/04/09 by Xiaozhuan Liang, Ningyu Zhang, Liang, Xiaozhuan +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Backdoor Vulnerabilities in Normally Trained Deep Learning Models
2022/11/29 by Guanhong Tao, Zhenting Wang, Tao, Guanhong +17 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Trojans in Artificial Intelligence (TrojAI) Final Report
2026/02/06 by Kristopher W. Reese, Taylor Kulp-McDowall, Michael Majurski +68 · 1 voice
Computer Science · #cs.CR #cs.AI #cs.LG