| 2025 | ICML | SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering. | Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji |
| 2024 | CVPR | 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 |
| 2024 | EMNLP | SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales. | Tianyang Xu, Shujin Wu, Shizhe Diao, Xiaoze Liu, Xingyao Wang, Yangyi Chen, Jing Gao |
| 2024 | ICLR | 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 |
| 2024 | ICLR | CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets. | Lifan Yuan, Yangyi Chen, Xingyao Wang, Yi Fung, Hao Peng, Heng Ji |
| 2024 | ICML | Executable Code Actions Elicit Better LLM Agents. | Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji |
| 2024 | NAACL | Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models. | Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran |
| 2024 | NAACL | R-Tuning: Instructing Large Language Models to Say 'I Don't Know'. | Hanning Zhang, Shizhe Diao, Yong Lin, Yi R. Fung, Qing Lian, Xingyao Wang, Yangyi Chen, Heng Ji, Tong Zhang |
| 2023 | ACL | Making Pre-trained Language Models both Task-solvers and Self-calibrators. | Yangyi Chen, Xingyao Wang, Heng Ji |
| 2023 | ACL | 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 |
| 2023 | ACL | A Close Look into the Calibration of Pre-trained Language Models. | Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji |
| 2023 | ACL | Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework. | Lifan Yuan, Yichi Zhang, Yangyi Chen, Wei Wei |
| 2023 | EMNLP | ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. | Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji |
| 2023 | EMNLP | 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 |
| 2022 | EMNLP | 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 |
| 2022 | EMNLP | Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks. | Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun |
| 2022 | NAACL | Exploring the Universal Vulnerability of Prompt-based Learning Paradigm. | Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu |
| 2021 | ACL | Automatic Construction of Sememe Knowledge Bases via Dictionaries. | Fanchao Qi, Yangyi Chen, Fengyu Wang, Zhiyuan Liu, Xiao Chen, Maosong Sun |
| 2021 | ACL | Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger. | Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun |
| 2021 | EMNLP | Multi-granularity Textual Adversarial Attack with Behavior Cloning. | Yangyi Chen, Jin Su, Wei Wei |
| 2021 | EMNLP | ONION: A Simple and Effective Defense Against Textual Backdoor Attacks. | Fanchao Qi, Yangyi Chen, Mukai Li, Yuan Yao, Zhiyuan Liu, Maosong Sun |
| 2021 | EMNLP | 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 |
| 2015 | CCS | Perplexed Messengers from the Cloud: Automated Security Analysis of Push-Messaging Integrations. | Yangyi Chen, Tongxin Li, XiaoFeng Wang, Kai Chen, Xinhui Han |
| 2015 | RAID | Elite: Automatic Orchestration of Elastic Detection Services to Secure Cloud Hosting. | Yangyi Chen, Vincent Bindschaedler, XiaoFeng Wang, Stefan Berger, Dimitrios E. Pendarakis |
| 2013 | NDSS | InteGuard: Toward Automatic Protection of Third-Party Web Service Integrations. | Luyi Xing, Yangyi Chen, XiaoFeng Wang, Shuo Chen |
| 2012 | NDSS | Large-Scale Privacy-Preserving Mapping of Human Genomic Sequences on Hybrid Clouds. | Yangyi Chen, Bo Peng, XiaoFeng Wang, Haixu Tang |
| 2011 | CCS | Sedic: privacy-aware data intensive computing on hybrid clouds. | Kehuan Zhang, Xiao-yong Zhou, Yangyi Chen, XiaoFeng Wang, Yaoping Ruan |
| 2011 | ESORICS | 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 |