Yangyi Chen

According to our database, Yangyi Chen authored at least 39 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Executable Code Actions Elicit Better LLM Agents.

Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji

CoRR, 2024

2023

DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback.

Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran

CoRR, 2023

Prudent Silence or Foolish Babble? Examining Large Language Models' Responses to the Unknown.

Genglin Liu, Xingyao Wang, Lifan Yuan, Yangyi Chen, Hao Peng

CoRR, 2023

R-Tuning: Teaching Large Language Models to Refuse Unknown Questions.

Hanning Zhang, Shizhe Diao, Yong Lin, Yi R. Fung, Qing Lian, Xingyao Wang, Yangyi Chen, Heng Ji, Tong Zhang

CoRR, 2023

CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets.

Lifan Yuan, Yangyi Chen, Xingyao Wang, Yi R. Fung, Hao Peng, Heng Ji

CoRR, 2023

MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback.

Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji

CoRR, 2023

Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models.

Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran

CoRR, 2023

Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations.

Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun

CoRR, 2023

Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations.

Lifan Yuan, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Fangyuan Zou, Xingyi Cheng, Heng Ji, Zhiyuan Liu, Maosong Sun

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT.

Biru Zhu, Lifan Yuan, Ganqu Cui, Yangyi Chen, Chong Fu, Bingxiang He, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation.

Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework.

Lifan Yuan, Yichi Zhang, Yangyi Chen, Wei Wei

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

A Close Look into the Calibration of Pre-trained Language Models.

Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework.

Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Making Pre-trained Language Models both Task-solvers and Self-calibrators.

Yangyi Chen, Xingyao Wang, Heng Ji

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Moderate-fitting as a Natural Backdoor Defender for Pre-trained Language Models.

Biru Zhu, Yujia Qin, Ganqu Cui, Yangyi Chen, Weilin Zhao, Chong Fu, Yangdong Deng, Zhiyuan Liu, Jingang Wang, Wei Wu, Maosong Sun, Ming Gu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks.

Ganqu Cui, Lifan Yuan, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm.

Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks.

Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP.

Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks.

Yangyi Chen, Fanchao Qi, Zhiyuan Liu, Maosong Sun

CoRR, 2021

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer.

Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks.

Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Multi-granularity Textual Adversarial Attack with Behavior Cloning.

Yangyi Chen, Jin Su, Wei Wei

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

QoE-Fairness Tradeoff Scheme for Dynamic Spectrum Allocation Based on Deep Reinforcement Learning.

Le Tong, Yangyi Chen, Xin Zhou, Yifu Sun

Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger.

Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Automatic Construction of Sememe Knowledge Bases via Dictionaries.

Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

ONION: A Simple and Effective Defense Against Textual Backdoor Attacks.

Fanchao Qi, Yangyi Chen, Mukai Li, Zhiyuan Liu, Maosong Sun

CoRR, 2020

2019

Optimized Non-Cooperative Spectrum Sensing Algorithm in Cognitive Wireless Sensor Networks.

Yangyi Chen, Shaojing Su, Huiwen Yin, Xiaojun Guo, Zhen Zuo, Junyu Wei, Liyin Zhang

Sensors, 2019

A Policy for Optimizing Sub-Band Selection Sequences in Wideband Spectrum Sensing.

Yangyi Chen, Shaojing Su, Junyu Wei

Sensors, 2019

Evaluation of NUMA-Aware Scheduling in Warehouse-Scale Clusters.

Richard Wu, Xiao Zhang, Xiangling Kong, Yangyi Chen, Rohit Jnagal, Robert Hagmann

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2016

Closing the loop: Network and in-host monitoring tandem for comprehensive cloud security visibility.

Stefan Berger, Yangyi Chen, Xin Hu, Dimitrios E. Pendarakis, Josyula R. Rao, Reiner Sailer, Douglas Lee Schales, Marc Ph. Stoecklin

IBM J. Res. Dev., 2016

2015

Elite: Automatic Orchestration of Elastic Detection Services to Secure Cloud Hosting.

Yangyi Chen, Vincent Bindschaedler, XiaoFeng Wang, Stefan Berger, Dimitrios E. Pendarakis

Proceedings of the Research in Attacks, Intrusions, and Defenses, 2015

Perplexed Messengers from the Cloud: Automated Security Analysis of Push-Messaging Integrations.

Yangyi Chen, Tongxin Li, XiaoFeng Wang, Kai Chen, Xinhui Han

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

2014

Thwarting Wi-Fi Side-Channel Analysis through Traffic Demultiplexing.

Fan Zhang, Wenbo He, Yangyi Chen, Zhou Li, XiaoFeng Wang, Shuo Chen, Xue Liu

IEEE Trans. Wirel. Commun., 2014

2013

InteGuard: Toward Automatic Protection of Third-Party Web Service Integrations.

Luyi Xing, Yangyi Chen, XiaoFeng Wang, Shuo Chen

Proceedings of the 20th Annual Network and Distributed System Security Symposium, 2013

2012

Large-Scale Privacy-Preserving Mapping of Human Genomic Sequences on Hybrid Clouds.

Yangyi Chen, Bo Peng, XiaoFeng Wang, Haixu Tang

Proceedings of the 19th Annual Network and Distributed System Security Symposium, 2012

2011

To Release or Not to Release: Evaluating Information Leaks in Aggregate Human-Genome Data.

Xiao-yong Zhou, Bo Peng, Yong Fuga Li, Yangyi Chen, Haixu Tang, XiaoFeng Wang

Proceedings of the Computer Security - ESORICS 2011, 2011

Sedic: privacy-aware data intensive computing on hybrid clouds.

Kehuan Zhang, Xiao-yong Zhou, Yangyi Chen, XiaoFeng Wang, Yaoping Ruan

Proceedings of the 18th ACM Conference on Computer and Communications Security, 2011