| 2026 | AAAI | Lethe: Layer- and Time-Adaptive KV Cache Pruning for Reasoning-Intensive LLM Serving. | Hui Zeng, Daming Zhao, Pengfei Yang, WenXuan Hou, Tianyang Zheng, Hui Li, Weiye Ji, Jidong Zhai |
| 2026 | ACL | Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision. | Ge Chang, Jinbo Su, Jiacheng Liu, Pengfei Yang, Yuhao Shang, Huiwen Zheng, Hongli Ma, Yan Liang, Yuanchun Li, Yunxin Liu |
| 2026 | ACL | RLShield: Dynamic Jailbreak Detection for LLMs via Reinforced Adaptive Learning. | Zhao Tong, Pengfei Yang, Yimeng Gu, Haichao Shi, Qiang Liu, Xingcheng Xu, Shu Wu, Xiao-Yu Zhang |
| 2025 | AAAI | Training Verification-Friendly Neural Networks via Neuron Behavior Consistency. | Zongxin Liu, Zhe Zhao, Fu Song, Jun Sun, Pengfei Yang, Xiaowei Huang, Lijun Zhang |
| 2025 | ICCV | Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models. | Xiao Liang, Di Wang, Zhicheng Jiao, Ronghan Li, Pengfei Yang, Quan Wang, Tat-Seng Chua |
| 2025 | ICSE | Patch Synthesis for Property Repair of Deep Neural Networks. | Zhiming Chi, Jianan Ma, Pengfei Yang, Cheng-Chao Huang, Renjue Li, Jingyi Wang, Xiaowei Huang, Lijun Zhang |
| 2024 | IGARSS | Transferable Physical Adversarial Patch Attack for Remote Sensing Object Detection. | Di Wang, Wenxuan Zhu, Ke Li, Xiao Gao, Pengfei Yang |
| 2024 | ICRA | A Novel SEA-based Haptic Interface for Robot-Assisted Vascular Interventional Surgery. | Yonggan Yan, Shuxiang Guo, Chuqiao Lyu, Jian Guo, Jian Wang, Pengfei Yang, Yongwei Zhang, Yongxin Zhang, Jianmin Liu |
| 2024 | ICSE | VeRe: Verification Guided Synthesis for Repairing Deep Neural Networks. | Jianan Ma, Pengfei Yang, Jingyi Wang, Youcheng Sun, Cheng-Chao Huang, Zhen Wang |
| 2024 | TASE | DeepCDCL: A CDCL-based Neural Network Verification Framework. | Zongxin Liu, Pengfei Yang, Lijun Zhang, Xiaowei Huang |
| 2023 | ICCV | TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models. | Liang Zhang, Nathaniel Xu, Pengfei Yang, Gaojie Jin, Cheng-Chao Huang, Lijun Zhang |
| 2023 | ICIG | Deep Interactive Image Semantic and Instance Segmentation. | Xuzijing Wu, Pengfei Yang, Wenteng Shao, Tao Wang, Quansen Sun |
| 2022 | ICSE | Towards Practical Robustness Analysis for DNNs based on PAC-Model Learning. | Renjue Li, Pengfei Yang, Cheng-Chao Huang, Youcheng Sun, Bai Xue, Lijun Zhang |
| 2021 | WorldCIST | A Knowledge Management Approach Supporting Model-Based Systems Engineering. | Pengfei Yang, Jinzhi Lu, Lei Feng, Shouxuan Wu, Guoxin Wang, Dimitris Kiritsis |
| 2021 | TACAS | Improving Neural Network Verification through Spurious Region Guided Refinement. | Pengfei Yang, Renjue Li, Jianlin Li, Cheng-Chao Huang, Jingyi Wang, Jun Sun, Bai Xue, Lijun Zhang |
| 2020 | CONCUR | A Near-Linear-Time Algorithm for Weak Bisimilarity on Markov Chains. | David N. Jansen, Jan Friso Groote, Ferry Timmers, Pengfei Yang |
| 2019 | AISTATS | Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit. | Shengyu Zhu, Biao Chen, Pengfei Yang, Zhitang Chen |
| 2019 | HPCC | Energy-Efficient Task Scheduling for Heterogeneous Cloud Computing Systems. | Hui Zhao, Ge Qi, Quan Wang, Jing Wang, Pengfei Yang, Lei Qiao |
| 2019 | HPCC | A Performance-Guaranteed Virtual Machine Migration Strategy in Cloud. | Hui Zhao, Quan Wang, Jing Wang, Ge Qi, Pengfei Yang, Lei Qiao |
| 2019 | IJCNN | An Initial Study on the Relationship Between Meta Features of Dataset and the Initialization of NNRW. | Weipeng Cao, Muhammed J. A. Patwary, Pengfei Yang, Xizhao Wang, Zhong Ming |
| 2019 | IWCMC | A Multidimensional Reputation Evaluation Model for Mobile Crowd Sensing. | Deyu Lin, Quan Wang, Pengfei Yang, Zhiqiang Zhang |
| 2019 | SAS | Analyzing Deep Neural Networks with Symbolic Propagation: Towards Higher Precision and Faster Verification. | Jianlin Li, Jiangchao Liu, Pengfei Yang, Liqian Chen, Xiaowei Huang, Lijun Zhang |
| 2018 | CASES | An confidentiality and integrity scheme for the distributed shared memory of embedded multi-core system: work in progress. | Pengfei Yang, Quan Wang, Xiaokun Huang, Xin Mi |
| 2018 | UIC | Adaptive Optimization Design of Vector Error Diffusion Algorithm and IP Core for FPGA. | Pengfei Yang, Quan Wang, Tao Guo, Wei Li, Zhiqiang Zhang |
| 2018 | SOFTCOM | A Fuzzy-logic Based Energy-efficient Clustering Algorithm for the Wireless Sensor Networks. | Quan Wang, Deyu Lin, Pengfei Yang, Zhiqiang Zhang |
| 2014 | ISIT | Wyner's common information in Gaussian channels. | Pengfei Yang, Biao Chen |
| 2012 | CIS | Security System for Internal Network Printing. | Xiaodong Ding, Quan Wang, Pengfei Yang, Haijing Zhou, Yuyan Huang, Haitao Weng, Zhongbin Pan |
| 2012 | FUSION | Tandem distributed detection with conditionally dependent observations. | Pengfei Yang, Biao Chen, Hao Chen, Pramod K. Varshney |
| 2008 | ICNC | The Diagnosis of Alzheimer's Disease Based on Voxel-Based Morphometry and Support Vector Machine. | Jin Zhang, Bin Yan, Xin Huang, Pengfei Yang, Chengzhong Huang |