Zifan Wang
- Universal and Transferable Adversarial Attacks on Aligned Language Models
2023/07/27 by Andy Zou, Zou, Andy, Zifan Wang +9 · 5 voices · 457 citations
#cs.CL #cs.AI #cs.CR #cs.LG
- Representation Engineering: A Top-Down Approach to AI Transparency
2023/10/02 by Andy Zou, Long Phan, Zou, Andy +40 · 5 voices · 153 citations
Computer Science · Engineering · #cs.LG #cs.AI #cs.CL #cs.CV #cs.CY
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
2024/02/06 by Mantas Mazeika, Mazeika, Mantas, Long Phan +21 · 230 citations
Decision Sciences · Computer Science · #Complex Systems and Decision Making #Information and Cyber Security
- Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks
2019/10/03 by Haofan Wang, Wang, Haofan, Zifan Wang +13 · 49 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet
2024/08/27 by Nathaniel Li, Li, Nathaniel, Ziwen Han +15 · 32 citations
Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Nuclear Issues and Defense
- Refusal-Trained LLMs Are Easily Jailbroken As Browser Agents
2024/10/11 by Priyanshu Kumar, Elaine Lau, Kumar, Priyanshu +19 · 16 citations
Computer Science · #Digital Rights Management and Security #Internet Traffic Analysis and Secure E-voting #Cryptography and Data Security
- Globally-Robust Neural Networks
2021/02/16 by K. Rustan M. Leino, Zifan Wang, Leino, Klas +3 · 6 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
2025/09/21 by Xiang Deng, Jeff Da, Deng, Xiang +33 · 21 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering (cs.SE)
- Can LLMs Follow Simple Rules?
2023/11/06 by Norman Mu, Sarah Chen, Mu, Norman +14 · 6 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 #Software Engineering Research #Topic Modeling
- Influence Patterns for Explaining Information Flow in BERT
2020/11/02 by Kaiji Lu, Zifan Wang, Lu, Kaiji +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation
2024/06/20 by Jiaming Zhou, Teli Ma, Zhou, Jiaming +9 · 5 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO)
- LLM Whisperer: An Inconspicuous Attack to Bias LLM Responses
2024/06/07 by Weiran Lin, Lin, Weiran, Anna Gerchanovsky +9 · 4 citations
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Law and Ethics #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Omni-Perception: Omnidirectional Collision Avoidance for Legged Locomotion in Dynamic Environments
2025/05/25 by Zifan Wang, Teli Ma, Wang, Zifan +12 · 8 citations
Computer Science · Engineering · #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Human Motion and Animation #Robotic Path Planning Algorithms #Robotics (cs.RO)
- Consistent Counterfactuals for Deep Models
2021/10/06 by Emily Black, Black, Emily, Zifan Wang +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Jailbreaking to Jailbreak
2025/02/09 by Jeremy Kritz, Vaughn Robinson, Kritz, Jeremy +17 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cybercrime and Law Enforcement Studies #Digital and Cyber Forensics #FOS: Computer and information sciences #Forensic and Genetic Research
- VeriSplit: Secure and Practical Offloading of Machine Learning Inferences across IoT Devices
2024/06/02 by Han Zhang, Zifan Wang, Zhang, Han +7 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Privacy-Preserving Technologies in Data #Scientific Computing and Data Management
- MobileH2R: Learning Generalizable Human to Mobile Robot Handover Exclusively from Scalable and Diverse Synthetic Data
2025/01/08 by Zifan Wang, Ziqing Chen, Wang, Zifan +15 · 1 citation
Computer Science · Engineering · Psychology · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Robotics and Automated Systems #Social Robot Interaction and HRI
- Kimi K3: Open Frontier Intelligence
2026/07/27 by Kimi Team, Tongtong Bai, Yifan Bai +398 · 1 voice
#cs.CL #cs.LG