Jianfeng Chi

Most-cited papers

The Llama 3 Herd of Models
Aaron Grattafiori, Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey +496 more
202420K citations
Semantic Scholar
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Hakan Inan, K. Upasani, Jianfeng Chi, Rashi Rungta +7 more
2023arXiv.org1,478 citations
Semantic Scholar
Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations
Jianfeng Chi, Ujjwal Karn, Hong-Yuan Zhan, E. Smith +6 more
2024arXiv.org155 citations
Semantic Scholar
Hybrid Batch Attacks: Finding Black-box Adversarial Examples with Limited Queries
Fnu Suya, Jianfeng Chi, David Evans, Yuan Tian
2019USENIX Security Symposium102 citations
Semantic Scholar
PolicyQA: A Reading Comprehension Dataset for Privacy Policies
Wasi Uddin Ahmad, Jianfeng Chi, Yuan Tian, Kai-Wei Chang
2020Findings79 citations Open access
Semantic Scholar
Persistent Pre-Training Poisoning of LLMs
Yiming Zhang, Javier Rando, Ivan Evtimov, Jianfeng Chi +4 more
2024International Conference on Learning Representations62 citations
Semantic Scholar
BadMerging: Backdoor Attacks Against Model Merging
Jing-Huai Zhang, Jianfeng Chi, Zheng Li, Kun-Lin Cai +2 more
2024Conference on Computer and Communications Security55 citations Open access
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FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods
Xiaotian Han, Jianfeng Chi, Yu Chen, Qi-Fan Wang +3 more
2023International Conference on Learning Representations53 citations Open access
Semantic Scholar
Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
Samuele Poppi, Zheng-Xin Yong, Yifei He, Bobbie Chern +3 more
2024North American Chapter of the Association for Computational Linguistics49 citations
Semantic Scholar
Backtracking Improves Generation Safety
Yiming Zhang, Jianfeng Chi, Hailey Nguyen, K. Upasani +3 more
2024arXiv.org36 citations
Semantic Scholar
Intent Classification and Slot Filling for Privacy Policies
Wasi Uddin Ahmad, Jianfeng Chi, Tu Le, Thomas B. Norton +2 more
2021Annual Meeting of the Association for Computational Linguistics35 citations Open access
Semantic Scholar
Understanding and Mitigating Accuracy Disparity in Regression
Jianfeng Chi, Yuan Tian, Geoffrey J. Gordon, Han Zhao
2021International Conference on Machine Learning30 citations
Semantic Scholar
Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation
Han Zhao, Jianfeng Chi, Yuan Tian, Geoffrey J. Gordon
2019Neural Information Processing Systems29 citations
Semantic Scholar
Privacy Partitioning: Protecting User Data During the Deep Learning Inference Phase
Jianfeng Chi, Emmanuel Owusu, Xuwang Yin, Tong Yu +3 more
2018arXiv.org29 citations
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Privacy Partition: A Privacy-Preserving Framework for Deep Neural Networks in Edge Networks
Jianfeng Chi, Emmanuel Owusu, Xuwang Yin, Tong Yu +8 more
2018IFIP International Information Security Conference20 citations
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Towards Return Parity in Markov Decision Processes
Jianfeng Chi, Jian Shen, Xin-Yi Dai, Wei-Nan Zhang +2 more
2021International Conference on Artificial Intelligence and Statistics18 citations
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Conditional Supervised Contrastive Learning for Fair Text Classification
Jianfeng Chi, Will Shand, Yaodong Yu, Kai-Wei Chang +2 more
2022Conference on Empirical Methods in Natural Language Processing17 citations Open access
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Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies
Md. Rizwan Parvez, Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian +1 more
2022Conference of the European Chapter of the Association for Computational Linguistics15 citations Open access
Semantic Scholar
Side Channel Attacks in Computation Offloading Systems with GPU Virtualization
Sihang Liu, Yizhou Wei, Jianfeng Chi, F. H. Shezan +1 more
20192019 IEEE Security and Privacy Workshops (SPW)14 citations Open access
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PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English
Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian, Kai-Wei Chang
2022Annual Meeting of the Association for Computational Linguistics13 citations Open access
Semantic Scholar
Where Have You Been? A Study of Privacy Risk for Point-of-Interest Recommendation
Kun-Lin Cai, Jing-Huai Zhang, Zhi-Qing Hong, Will Shand +4 more
2023Knowledge Discovery and Data Mining11 citations Open access
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Adversarial Privacy Preservation under Attribute Inference Attack
Han Zhao, Jianfeng Chi, Yuan Tian, Geoffrey J. Gordon
201911 citations
Semantic Scholar
Adversarial Task-Specific Privacy Preservation under Attribute Attack
Han Zhao, Jianfeng Chi, Yuan Tian, Geoffrey J. Gordon
2019arXiv.org2 citations
Semantic Scholar