Zexuan Zhong

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Topics

Top Venues

Publications

Chong Xiang, Tong Wu, Zexuan Zhong, David A. Wagner, Danqi Chen, Prateek Mittal
Certifiably Robust RAG against Retrieval Corruption. CoRR (2024)
Zexuan Zhong, Mengzhou Xia, Danqi Chen, Mike Lewis
Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training. CoRR (2024)
Akari Asai, Zexuan Zhong, Danqi Chen, Pang Wei Koh, Luke Zettlemoyer, Hannaneh Hajishirzi, Wen-tau Yih
Reliable, Adaptable, and Attributable Language Models with Retrieval. CoRR (2024)
Zhenyu He, Zexuan Zhong, Tianle Cai, Jason D. Lee, Di He
REST: Retrieval-Based Speculative Decoding. NAACL-HLT (2024)
Zhenyu He, Zexuan Zhong, Tianle Cai, Jason D. Lee, Di He
REST: Retrieval-Based Speculative Decoding. CoRR (2023)
Yangsibo Huang, Samyak Gupta, Zexuan Zhong, Kai Li, Danqi Chen
Privacy Implications of Retrieval-Based Language Models. EMNLP (2023)
Yangsibo Huang, Samyak Gupta, Zexuan Zhong, Kai Li, Danqi Chen
Privacy Implications of Retrieval-Based Language Models. CoRR (2023)
Yangsibo Huang, Daogao Liu, Zexuan Zhong, Weijia Shi, Yin Tat Lee
kNN-Adapter: Efficient Domain Adaptation for Black-Box Language Models. CoRR (2023)
Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions. EMNLP (2023)
Alexander Wettig, Tianyu Gao, Zexuan Zhong, Danqi Chen
Should You Mask 15% in Masked Language Modeling? EACL (2023)
Zexuan Zhong, Ziqing Huang, Alexander Wettig, Danqi Chen
Poisoning Retrieval Corpora by Injecting Adversarial Passages. CoRR (2023)
Zexuan Zhong, Ziqing Huang, Alexander Wettig, Danqi Chen
Poisoning Retrieval Corpora by Injecting Adversarial Passages. EMNLP (2023)
Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions. CoRR (2023)
Akari Asai, Sewon Min, Zexuan Zhong, Danqi Chen
Retrieval-based Language Models and Applications. ACL (tutorial) (2023)
Samyak Gupta, Yangsibo Huang, Zexuan Zhong, Tianyu Gao, Kai Li, Danqi Chen
Recovering Private Text in Federated Learning of Language Models. CoRR (2022)
Mengzhou Xia, Zexuan Zhong, Danqi Chen
Structured Pruning Learns Compact and Accurate Models. ACL (1) (2022)
Alexander Wettig, Tianyu Gao, Zexuan Zhong, Danqi Chen
Should You Mask 15% in Masked Language Modeling? CoRR (2022)
Zexuan Zhong, Tao Lei, Danqi Chen
Training Language Models with Memory Augmentation. EMNLP (2022)
Samyak Gupta, Yangsibo Huang, Zexuan Zhong, Tianyu Gao, Kai Li, Danqi Chen
Recovering Private Text in Federated Learning of Language Models. NeurIPS (2022)
Mengzhou Xia, Zexuan Zhong, Danqi Chen
Structured Pruning Learns Compact and Accurate Models. CoRR (2022)
Zexuan Zhong, Tao Lei, Danqi Chen
Training Language Models with Memory Augmentation. CoRR (2022)
Zexuan Zhong, Danqi Chen
A Frustratingly Easy Approach for Entity and Relation Extraction. NAACL-HLT (2021)
Zexuan Zhong, Dan Friedman, Danqi Chen
Factual Probing Is [MASK]: Learning vs. Learning to Recall. NAACL-HLT (2021)
Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, Danqi Chen
Simple Entity-Centric Questions Challenge Dense Retrievers. EMNLP (1) (2021)
Christopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, Danqi Chen
Simple Entity-Centric Questions Challenge Dense Retrievers. CoRR (2021)
Zexuan Zhong, Dan Friedman, Danqi Chen
Factual Probing Is [MASK]: Learning vs. Learning to Recall. CoRR (2021)
Zexuan Zhong, Danqi Chen
A Frustratingly Easy Approach for Joint Entity and Relation Extraction. CoRR (2020)
Linyi Li, Zexuan Zhong, Bo Li, Tao Xie
Robustra: Training Provable Robust Neural Networks over Reference Adversarial Space. IJCAI (2019)
Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications. EMNLP (2018)
Siwakorn Srisakaokul, Zexuan Zhong, Yuhao Zhang, Wei Yang, Tao Xie
MULDEF: Multi-model-based Defense Against Adversarial Examples for Neural Networks. CoRR (2018)
Zexuan Zhong, Jiaqi Guo, Wei Yang, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
Generating Regular Expressions from Natural Language Specifications: Are We There Yet? AAAI Workshops (2018)
Zexuan Zhong, Yong Cao, Mu Guo, Zaiqing Nie
CoLink: An Unsupervised Framework for User Identity Linkage. AAAI (2018)
Unsoo Ha, Yunfei Ma, Zexuan Zhong, Tzu-Ming Hsu, Fadel Adib
Learning Food Quality and Safety from Wireless Stickers. HotNets (2018)