| 2026 | WWW | WAMO: Toward Secure Browser Inference via Web Model Obfuscation in WebAssembly. | Yitong Wang, Pengfei Yu, Hao Han, Jingjing Gu, Fengyuan Xu, Xinyi Huang |
| 2025 | ACL | The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination. | Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji |
| 2025 | KDD | Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction. | Pengfei Yu, Jingjing Gu, Dazhong Shen, Xin Dong, Yang Liu, Hui Xiong |
| 2025 | WWW | Instruction Vulnerability Prediction for WebAssembly with Semantic Enhanced Code Property Graph. | Bao Wen, Jingjing Gu, Hao Han, Pengfei Yu, Yang Liu |
| 2025 | SC | Exploring and Mitigating Failure Behavior of Large Language Model Training Workloads in HPC Systems. | Pengfei Yu, Jingjing Gu, Hao Han, Dazhong Shen, Bao Wen, Yang Liu |
| 2024 | EMNLP | EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation. | Jiateng Liu, Pengfei Yu, Yuji Zhang, Sha Li, Zixuan Zhang, Ruhi Sarikaya, Kevin Small, Heng Ji |
| 2024 | EMNLP | Why Does New Knowledge Create Messy Ripple Effects in LLMs? | Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li, Heng Ji |
| 2024 | IJCAI | MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music. | Zihao Wang, Shuyu Li, Tao Zhang, Qi Wang, Pengfei Yu, Jinyang Luo, Yan Liu, Ming Xi, Kejun Zhang |
| 2023 | ACL | Unlearning Bias in Language Models by Partitioning Gradients. | Charles Yu, Sullam Jeoung, Anish Kasi, Pengfei Yu, Heng Ji |
| 2023 | CSCWD | Momentum Contrastive Learning for Sequential Recommendation. | Bing Shi, Wenan Tan, Pengfei Yu |
| 2023 | EACL | Shorten the Long Tail for Rare Entity and Event Extraction. | Pengfei Yu, Heng Ji |
| 2023 | EACL | Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction. | Pengfei Yu, Jonathan May, Heng Ji |
| 2023 | EMNLP | Defining a New NLP Playground. | Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Ren Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji |
| 2022 | ACL | COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System. | Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-Shyuan Chiang, Tuan Manh Lai, Pengfei Yu, Zixuan Zhang, Heng Ji |
| 2021 | EMNLP | Lifelong Event Detection with Knowledge Transfer. | Pengfei Yu, Heng Ji, Prem Natarajan |
| 2020 | IWCMC | Deep Reinforcement Learning based Green Resource Allocation Mechanism in Edge Computing driven Power Internet of Things. | Mo Yang, Peng Yu, Ying Wang, Xiuli Huang, Weiwei Miu, Pengfei Yu, Wei Li, Ruxia Yang, Minxing Tao, Lei Shi |
| 2019 | ICONIP | IRSNET: An Inception-Resnet Feature Reconstruction Model for Building Segmentation. | Kepeng Xu, Li Nie, Zhiqiang Zhang, Wenxin Yu, Yunye Zhang, Wei Chen, Siyuan Li, Xinxin Zhou, Shangwei Deng, Pengfei Yu, Yibo Fan, Hui Zhang, Valentin Bouillon |
| 2019 | IJCNN | AuxBlocks: Defense Adversarial Examples via Auxiliary Blocks. | Yueyao Yu, Pengfei Yu, Wenye Li |
| 2018 | EMNLP | Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention. | Xu Han, Pengfei Yu, Zhiyuan Liu, Maosong Sun, Peng Li |
| 2018 | EMNLP | FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation. | Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun |
| 2018 | ICASSP | Tracking of Enriched Dialog States for Flexible Conversational Information Access. | Yinpei Dai, Zhijian Ou, Dawei Ren, Pengfei Yu |
| 2016 | IGARSS | Comparison of the multi-path effect between Trimble R7 and Topcon NET-G3A. | Zhige Jia, Zhengsong Chen, Pengfei Yu, Mu Lin, Xiaoli Liu |