Hengzhi Pei

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Text Generation

Logical Reasoning

Chinese Word Segmentation

Top Venues

Publications

Dingmin Wang, Jinman Zhao, Hengzhi Pei, Samson Tan, Sheng Zha
Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs. ACL (Findings) (2024)
Hengzhi Pei, Jinman Zhao, Leonard Lausen, Sheng Zha, George Karypis
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion. AAAI (2023)
Chi Han, Hengzhi Pei, Xinya Du, Heng Ji
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. ACL (Findings) (2023)
Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang T. Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. CoRR (2023)
Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang T. Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. NeurIPS (2023)
Hengzhi Pei, Jinyuan Jia, Wenbo Guo, Bo Li, Dawn Song
TextGuard: Provable Defense against Backdoor Attacks on Text Classification. CoRR (2023)
Hengzhi Pei, Jinman Zhao, Leonard Lausen, Sheng Zha, George Karypis
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion. CoRR (2023)
Chi Han, Hengzhi Pei, Xinya Du, Heng Ji
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. CoRR (2022)
Yezhen Wang, Tong Che, Bo Li, Kaitao Song, Hengzhi Pei, Yoshua Bengio, Dongsheng Li
Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One. CoRR (2022)
Zhuolin Yang, Zhikuan Zhao, Boxin Wang, Jiawei Zhang, Linyi Li, Hengzhi Pei, Bojan Karlas, Ji Liu, Heng Guo, Ce Zhang, Bo Li
Improving Certified Robustness via Statistical Learning with Logical Reasoning. NeurIPS (2022)
Hengzhi Pei, Kan Ren, Yuqing Yang, Chang Liu, Tao Qin, Dongsheng Li
Towards Generating Real-World Time Series Data. ICDM (2021)
Hengzhi Pei, Kan Ren, Yuqing Yang, Chang Liu, Tao Qin, Dongsheng Li
Towards Generating Real-World Time Series Data. CoRR (2021)
Zhuolin Yang, Zhikuan Zhao, Hengzhi Pei, Boxin Wang, Bojan Karlas, Ji Liu, Heng Guo, Bo Li, Ce Zhang
End-to-end Robustness for Sensing-Reasoning Machine Learning Pipelines. CoRR (2020)
Yuheng Zhang, Ruoxi Jia, Hengzhi Pei, Wenxiao Wang, Bo Li, Dawn Song
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks. CVPR (2020)
Yunan Ye, Hengzhi Pei, Boxin Wang, Pin-Yu Chen, Yada Zhu, Jun Xiao, Bo Li
Reinforcement-Learning based Portfolio Management with Augmented Asset Movement Prediction States. CoRR (2020)
Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li
T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack. EMNLP (1) (2020)
Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang
A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder. EMNLP (Findings) (2020)
Yunan Ye, Hengzhi Pei, Boxin Wang, Pin-Yu Chen, Yada Zhu, Ju Xiao, Bo Li
Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States. AAAI (2020)
Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang
Multi-Criteria Chinese Word Segmentation with Transformer. CoRR (2019)
Boxin Wang, Hengzhi Pei, Han Liu, Bo Li
AdvCodec: Towards A Unified Framework for Adversarial Text Generation. CoRR (2019)
Yuheng Zhang, Ruoxi Jia, Hengzhi Pei, Wenxiao Wang, Bo Li, Dawn Song
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks. CoRR (2019)