Zexuan Zhong
- REST: Retrieval-Based Speculative Decoding
2023/11/14 by Zhenyu He, Zexuan Zhong, He, Zhenyu +7 · 19 citations
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 #Text Readability and Simplification #Topic Modeling
- Poisoning Retrieval Corpora by Injecting Adversarial Passages
2023/10/29 by Zexuan Zhong, Ziqing Huang, Zhong, Zexuan +5 · 17 citations
Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- Certifiably Robust RAG against Retrieval Corruption
2024/05/24 by Chong Xiang, Tong Wu, Xiang, Chong +9 · 18 citations
Computer Science · #Face and Expression Recognition #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning
- Should You Mask 15% in Masked Language Modeling?
2022/02/16 by Alexander Wettig, Wettig, Alexander, Tianyu Gao +5 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- Privacy Implications of Retrieval-Based Language Models
2023/05/24 by Yangsibo Huang, Samyak Gupta, Huang, Yangsibo +7 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Topic Modeling
- Reliable, Adaptable, and Attributable Language Models with Retrieval
2024/03/05 by Akari Asai, Asai, Akari, Zexuan Zhong +11 · 5 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 #Topic Modeling
- Training Language Models with Memory Augmentation
2022/05/25 by Zexuan Zhong, Zhong, Zexuan, Tao Lei +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Recovering Private Text in Federated Learning of Language Models
2022/05/17 by Samyak Gupta, Yangsibo Huang, Gupta, Samyak +9 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training
2024/05/06 by Zexuan Zhong, Mengzhou Xia, Zhong, Zexuan +4 · 3 citations
Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
- Configurable Foundation Models: Building LLMs from a Modular Perspective
2024/09/04 by Chaojun Xiao, Xiao, Chaojun, Zhengyan Zhang +43 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- MULDEF: Multi-model-based Defense Against Adversarial Examples for Neural Networks
2018/08/31 by Siwakorn Srisakaokul, Yuhao Zhang, Srisakaokul, Siwakorn +9 · 1 citation
Computer Science · Medicine · Materials Science · #Adversarial Robustness in Machine Learning #Cardiac Arrest and Resuscitation #Nuclear Materials and Properties