| 2025 | CIKM | MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning. | Lishan Yang, Wei Emma Zhang, Quan Z. Sheng, Lina Yao, Weitong Chen, Ali Shakeri |
| 2025 | DSN | Safety Interventions against Adversarial Patches in an Open-Source Driver Assistance System. | Cheng Chen, Grant Xiao, Daehyun Lee, Lishan Yang, Evgenia Smirni, Homa Alemzadeh, Xugui Zhou |
| 2025 | HPDC | FT2: First-Token-Inspired Online Fault Tolerance on Critical Layers for Generative Large Language Models. | Yu Sun, Zhu Zhu, Cherish Mulpuru, Roberto Gioiosa, Zhao Zhang, Bo Fang, Lishan Yang |
| 2025 | IJCAI | Enhancing Counterfactual Estimation: A Focus on Temporal Treatments. | Xin Wang, Shengfei Lyu, Kangyang Luo, Lishan Yang, Huanhuan Chen, Chunyan Miao |
| 2025 | IJCNN | Causality-Guided Policy Optimization in Reinforcement Learning. | Lishan Yang, Qiuju Chen, Lihua Liu, Yibin Zhan |
| 2025 | PAKDD | FedDPG: An Adaptive Yet Efficient Prompt-Tuning Approach in Federated Learning Settings. | Ali Shakeri, Wei Emma Zhang, Amin Beheshti, Weitong Chen, Jian Yang, Lishan Yang |
| 2025 | SC | Demystifying the Resilience of Large Language Model Inference: An End-to-End Perspective. | Yu Sun, Zachary Coalson, Shiyang Chen, Hang Liu, Zhao Zhang, Sanghyun Hong, Bo Fang, Lishan Yang |
| 2024 | ACML | Constructing a Knowledge-Guided Mental Health Chatbot with LLMs. | Xi Fan, Lishan Yang, Xiangyu Wang, Derui Lyu, Huanhuan Chen |
| 2024 | ADMA | Enhancing Chemistry-Domain Scientific Paper Summarization by Knowledge Graphs. | Yutong Qu, Jian Yang, Weitong Chen, Yan Jiao, Lishan Yang, Congbo Ma |
| 2024 | ADMA | Efficient Clustered Federated Learning by Locality Sensitive Hashing. | Lishan Yang, Alireza Seyed Shakeri, Liangxi Pu, Weitong Chen, Yanjun Shu |
| 2024 | CLUSTER | GPU Reliability Assessment: Insights Across the Abstraction Layers. | Lishan Yang, George Papadimitriou, Dimitris Sartzetakis, Adwait Jog, Evgenia Smirni, Dimitris Gizopoulos |
| 2024 | ICML | A Dual-module Framework for Counterfactual Estimation over Time. | Xin Wang, Shengfei Lyu, Lishan Yang, Yibing Zhan, Huanhuan Chen |
| 2024 | ICWS | Transforming Data Product Generation through Federated Learning: An Exploration of FL Applications in Data Ecosystems. | Ali Shakeri, Perry Chen, Yanjun Shu, Lishan Yang, Wei Emma Zhang, Weitong Chen |
| 2024 | ISPASS | Probing Weaknesses in GPU Reliability Assessment: A Cross-Layer Approach. | Lishan Yang, George Papadimitriou, Dimitrios Sartzetakis, Adwait Jog, Evgenia Smirni, Dimitris Gizopoulos |
| 2024 | ISSRE | Aspis: Lightweight Neural Network Protection Against Soft Errors. | Anna Schmedding, Lishan Yang, Adwait Jog, Evgenia Smirni |
| 2024 | SAFECOMP | Strategic Resilience Evaluation of Neural Networks Within Autonomous Vehicle Software. | Anna Schmedding, Philip Schowitz, Xugui Zhou, Yiyang Lu, Lishan Yang, Homa Alemzadeh, Evgenia Smirni |
| 2023 | DSN | Investigating the Impact of High-Level Software Design on Low-Level Hardware Fault Resilience. | Bohan Zhang, Lishan Yang, Guanpeng Li, Hui Xu |
| 2022 | DSN | Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System. | Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang, Philip Schowitz, Evgenia Smirni, Homa Alemzadeh |
| 2021 | ICSE | Enabling Software Resilience in GPGPU Applications via Partial Thread Protection. | Lishan Yang, Bin Nie, Adwait Jog, Evgenia Smirni |
| 2021 | SIGMETRICS | SUGAR: Speeding Up GPGPU Application Resilience Estimation with Input Sizing. | Lishan Yang, Bin Nie, Adwait Jog, Evgenia Smirni |
| 2020 | SENSYS | Simulating COVID-19 containment measures using the South Korean patient data: poster abstract. | Lishan Yang, Anna Schmedding, Riccardo Pinciroli, Evgenia Smirni |
| 2019 | WCNC | Spatiotemporal Smoothness-based Graph Learning Method for Sensor Networks. | Yueliang Liu, Lishan Yang, Wenbin Guo, Tao Peng, Wenbo Wang |
| 2018 | MICRO | Fault Site Pruning for Practical Reliability Analysis of GPGPU Applications. | Bin Nie, Lishan Yang, Adwait Jog, Evgenia Smirni |
| 2018 | NSDI | G-NET: Effective GPU Sharing in NFV Systems. | Kai Zhang, Bingsheng He, Jiayu Hu, Zeke Wang, Bei Hua, Jiayi Meng, Lishan Yang |