| 2025 | ACL | DualGuard: A Parameter Space Transformation Approach for Bidirectional Defense in Split-Based LLM Fine-Tuning. | Zihan Liu, Yizhen Wang, Rui Wang, Sai Wu |
| 2025 | EMNLP | Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees. | Yuqicheng Zhu, Jingcheng Wu, Yizhen Wang, Hongkuan Zhou, Jiaoyan Chen, Evgeny Kharlamov, Steffen Staab |
| 2025 | SMC | A Variational Bayesian Framework for Simultaneous Input and State Estimation. | Kunpeng Ren, Zihan Xu, Yizhen Wang, Le Yin |
| 2025 | WCNC | Open-Loop Communications for Centralized CAV Control Systems Using PPC. | Yizhen Wang, Tingting Zhang, Fan Liu |
| 2025 | SC | Trillion Ligands per Day: Performance-Portable Virtual Screening via Compound Database Optimization and Multi-Target Docking. | Xiaohui Duan, Cheng Shen, Gaowei Chen, Shanshan Wu, Yizhen Wang, Yizhen Chen, Qixin Chang, Qiancheng Xia, Zekun Yin, Lin Gan, Yibing Shan, Guangwen Yang, Weiguo Liu, Niu Huang |
| 2025 | SENSYS | Demo Abstract: An LLM-Powered Multimodal Mobile Sensing System for Personalized and Interactive Health Behavior Analysis. | Liyu Zhang, Yizhen Wang, Wenjie Du, Kwun Ho Liu, Xiaomin Ouyang |
| 2024 | ACSAC | Privacy-Preserving Financial Anomaly Detection via Federated Learning & Multi-Party Computation. | Sunpreet S. Arora, Andrew Beams, Panagiotis Chatzigiannis, Sebastian Meiser, Karan Patel, Srinivasan Raghuraman, Peter Rindal, Harshal Shah, Yizhen Wang, Yuhang Wu, Hao Yang, Mahdi Zamani |
| 2022 | ICTAI | Deep Learning Methods for Animal Counting in Camera Trap Images. | Yizhen Wang, Yang Zhang, Yuan Feng, Yi Shang |
| 2021 | ICCV | Adversarial Example Detection Using Latent Neighborhood Graph. | Ahmed Abusnaina, Yuhang Wu, Sunpreet S. Arora, Yizhen Wang, Fei Wang, Hao Yang, David Mohaisen |
| 2021 | ICTAI | sUAS and Machine Learning Integration in Waterfowl Population Surveys. | Zhicheng Tang, Yang Zhang, Yizhen Wang, Yi Shang, Reid Viegut, Elisabeth Webb, Andrew Raedeke, Joel Sartwell |
| 2021 | IWCMC | Centralized Vehicle Coordination Strategies Based on Improved Age of Information. | Gang Chen, Langying Chen, Yizhen Wang, Yixiao Zhang, Tingting Zhang |
| 2021 | VTC | Robust Centralized Vehicle Coordination Strategies at Road Intersections. | Langying Chen, Muchen Yu, Gang Chen, Yizhen Wang, Tingting Zhang |
| 2020 | AISTATS | Robustness for Non-Parametric Classification: A Generic Attack and Defense. | Yao-Yuan Yang, Cyrus Rashtchian, Yizhen Wang, Kamalika Chaudhuri |
| 2019 | IGARSS | An Automatic Method to Estimate the Calibration Quality of the Aeromagnetic Compensation. | Yizhen Wang, Qi Han, Kai Hu, Dechen Zhan |
| 2018 | ICML | Analyzing the Robustness of Nearest Neighbors to Adversarial Examples. | Yizhen Wang, Somesh Jha, Kamalika Chaudhuri |
| 2017 | IPIN | A smart-phone based hand-held indoor tracking system. | Dihong Wu, Ao Peng, Lingxiang Zheng, Zhenyang Wu, Yizhen Wang, Biyu Tang, Hai Lu, Haibin Shi, Huiru Zheng |
| 2017 | SIGMOD | Pufferfish Privacy Mechanisms for Correlated Data. | Shuang Song, Yizhen Wang, Kamalika Chaudhuri |
| 1993 | INFOCOM | Analysis and Implementation of a Priority Knockout Switch. | Joseph B. Evans, Edgardo Duron, Yizhen Wang |