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Yi Zeng

  1. Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
    2023/10/05 by Xiangyu Qi, Qi, Xiangyu, Yi Zeng +11 · 164 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs
    2024/01/12 by Yi Zeng, Zeng, Yi, Hongpeng Lin +9 · 91 citations
    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts
  3. SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
    2024/06/20 by Tinghao Xie, Xiangyu Qi, Xie, Tinghao +29 · 39 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Reliability and Analysis Research #Topic Modeling
  4. Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information
    2022/04/11 by Yi Zeng, Minzhou Pan, Zeng, Yi +9 · 17 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies
    2024/07/11 by Yi Zeng, Zeng, Yi, Yu Yang +21 · 1 voice · 18 citations
    #cs.CY #cs.AI
  6. A Safe Harbor for AI Evaluation and Red Teaming
    2024/03/07 by Shayne Longpre, Longpre, Shayne, Sayash Kapoor +43 · 1 voice · 15 citations
    Computer Science · #Explainable Artificial Intelligence (XAI)
  7. RedCode: Risky Code Execution and Generation Benchmark for Code Agents
    2024/11/12 by Chengquan Guo, Xun Liu, Guo, Chengquan +13 · 25 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Security and Verification in Computing #Software Engineering (cs.SE)
  8. Adversarial Unlearning of Backdoors via Implicit Hypergradient
    2021/10/07 by Yi Zeng, Zeng, Yi, Si Chen +9 · 9 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
  9. Introducing v0.5 of the AI Safety Benchmark from MLCommons
    2024/04/18 by Bertie Vidgen, Vidgen, Bertie, Adarsh Agrawal +202 · 2 voices · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  10. BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models
    2024/06/24 by Yi Zeng, Weiyu Sun, Zeng, Yi +9 · 13 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Software Testing and Debugging Techniques
  11. LAVA: Data Valuation without Pre-Specified Learning Algorithms
    2023/04/28 by Hoang Anh Just, Feiyang Kang, Just, Hoang Anh +11 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  12. International AI Safety Report
    2025/01/29 by Yoshua Bengio, Bengio, Yoshua, Sören Mindermann +180 · 17 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Towards High-Resolution Salient Object Detection
    2019/08/20 by Yi Zeng, Pingping Zhang, Zeng, Yi +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  14. DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation
    2020/12/13 by Han Qiu, Yi Zeng, Qiu, Han +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  15. BackEISNN: A Deep Spiking Neural Network with Adaptive Self-Feedback and Balanced Excitatory-Inhibitory Neurons
    2021/05/27 by Dongcheng Zhao, Yi Zeng, Zhao, Dongcheng +3 · 3 citations
    Engineering · Computer Science · Neuroscience · #Advanced Memory and Neural Computing #Neural Networks and Reservoir Computing #Neural dynamics and brain function
  16. AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
    2025/03/20 by Andy Zhou, Zhou, Andy, Kevin Wu +17 · 11 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Security and Verification in Computing
  17. JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits
    2024/06/06 by Minzhou Pan, Pan, Minzhou, Yi Zeng +11 · 5 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Graphics and Visualization Techniques #Digital Media Forensic Detection
  18. Simple Formula for Marcus-Hush-Chidsey Kinetics
    2014/07/21 by Yi Zeng, Zeng, Yi, Raymond B. Smith +5 · 2 citations
    Chemistry · Energy · Engineering · #Chemical Physics (physics.chem-ph) #Electrocatalysts for Energy Conversion #Electrochemical Analysis and Applications #FOS: Physical sciences #Molecular Junctions and Nanostructures
  19. CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks
    2022/09/19 by Xuanli He, Qiongkai Xu, He, Xuanli +11 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Security and Verification in Computing
  20. The Singapore Consensus on Global AI Safety Research Priorities
    2025/06/25 by Yoshua Bengio, Bengio, Yoshua, Tegan Maharaj +171 · 2 voices · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
  21. Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition
    2023/06/20 by Yiting Dong, Yang Li, Dong, Yiting +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  22. BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices
    2024/11/16 by Xudong Lü, Lu, Xudong, Yinghao Chen +40 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  23. TIM: An Efficient Temporal Interaction Module for Spiking Transformer
    2024/01/22 by Sicheng Shen, Dongcheng Zhao, Shen, Sicheng +5 · 3 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  24. Low-frequency broadband seismic metamaterial using I-shaped pillars in a half-space
    2018/05/31 by Yi Zeng, Yang Xu, Keke Deng +4 · 6 citations
    Engineering · Earth and Planetary Sciences · #Acoustic Wave Phenomena Research #Railway Engineering and Dynamics #Underwater Acoustics Research
  25. Spike Calibration: Fast and Accurate Conversion of Spiking Neural Network for Object Detection and Segmentation
    2022/07/06 by Yang Li, Li, Yang, Xiang He +7 · 2 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Neural dynamics and brain function
  26. Adaptive Sparse Structure Development with Pruning and Regeneration for Spiking Neural Networks
    2022/11/22 by Bing Han, Han, Bing, Feifei Zhao +5 · 2 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  27. Developmental Plasticity-inspired Adaptive Pruning for Deep Spiking and Artificial Neural Networks
    2022/11/23 by Bing Han, Han, Bing, Feifei Zhao +5 · 2 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
  28. FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network with a Spatiotemporal FPGA Accelerator
    2023/09/28 by Jindong Li, Guobin Shen, Li, Jindong +7 · 2 citations
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  29. H-fractal seismic metamaterial with broadband low-frequency bandgaps
    2018/01/26 by Qiujiao Du, Yi Zeng, Yang Xu +3 · 2 citations
    Engineering · Materials Science · Earth and Planetary Sciences · #Acoustic Wave Phenomena Research #Metamaterials and Metasurfaces Applications #Underwater Acoustics Research
  30. CACE-Net: Co-guidance Attention and Contrastive Enhancement for Effective Audio-Visual Event Localization
    2024/08/04 by X. He, He, Xiang, Xiangxi Liu +13 · 2 citations
    Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hearing Loss and Rehabilitation #Music and Audio Processing #Speech and Audio Processing
  31. MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models
    2025/03/19 by Chejian Xu, Jiawei Zhang, Xu, Chejian +44 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  32. Adaptive Reorganization of Neural Pathways for Continual Learning with Spiking Neural Networks
    2023/09/18 by Bing Han, Feifei Zhao, Han, Bing +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  33. Alteration-free and Model-agnostic Origin Attribution of Generated Images
    2023/05/29 by Zhenting Wang, Chen Chen, Wang, Zhenting +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Law, AI, and Intellectual Property #Machine Learning (cs.LG)
  34. Brain-inspired Evolutionary Architectures for Spiking Neural Networks
    2023/09/11 by Wenxuan Pan, Pan, Wenxuan, Feifei Zhao +5 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  35. Spectroscopy and Ground-State Transfer of Ultracold Bosonic 39K133Cs Molecules
    2025/05/27 by Krzysztof P. Zamarski, Charly Beulenkamp, Zamarski, Krzysztof P. +7 · 2 citations
    Chemistry · Computer Science · Physics and Astronomy · #Advanced Physical and Chemical Molecular Interactions #Atomic Physics (physics.atom-ph) #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Gases (cond-mat.quant-gas) #Quantum Information and Cryptography
  36. Directly Training Temporal Spiking Neural Network with Sparse Surrogate Gradient
    2024/06/28 by Yang Li, Li, Yang, Feifei Zhao +5 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
  37. AI Risk Management Should Incorporate Both Safety and Security
    2024/05/29 by Xiangyu Qi, Qi, Xiangyu, Yangsibo Huang +47 · 1 citation
    Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  38. International AI Safety Report 2025: First Key Update: Capabilities and Risk Implications
    2025/10/15 by Yoshua Bengio, Stephen Clare, Bengio, Yoshua +134 · 1 citation
    Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  39. AI disclosure, moral shame, and the punishment of honesty
    2025/08/07 by Aorigele Bao, Yi Zeng · 1 voice · 1 citation
    Social Sciences · Medicine · #Academic integrity and plagiarism #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI