| 2026 | ACL | From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models. | Jiaxin Zhang, Wendi Cui, Zhuohang Li, Lifu Huang, Bradley A. Malin, Caiming Xiong, Chien-Sheng Wu |
| 2025 | ACL | SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization. | Wendi Cui, Jiaxin Zhang, Zhuohang Li, Hao Sun, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan |
| 2025 | ACL | Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey. | Wendi Cui, Jiaxin Zhang, Zhuohang Li, Hao Sun, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan |
| 2025 | EMNLP | Towards Statistical Factuality Guarantee for Large Vision-Language Models. | Zhuohang Li, Chao Yan, Nicholas J. Jackson, Wendi Cui, Bo Li, Jiaxin Zhang, Bradley A. Malin |
| 2024 | BMVC | Transferable Learned Image Compression-Resistant Adversarial Perturbations. | Yang Sui, Zhuohang Li, Ding Ding, Xiang Pan, Xiaozhong Xu, Shan Liu, Zhenzhong Chen |
| 2024 | CCS | Analyzing Inference Privacy Risks Through Gradients In Machine Learning. | Zhuohang Li, Andrew Lowy, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Bradley A. Malin, Ye Wang |
| 2024 | DCC | Transferable Learned Image Compression-Resistant Adversarial Perturbations. | Yang Sui, Zhuohang Li, Ding Ding, Xiang Pan, Xiaozhong Xu, Shan Liu, Zhenzhong Chen |
| 2024 | DCC | Reconstruction Distortion of Learned Image Compression with Imperceptible Perturbations. | Yang Sui, Zhuohang Li, Ding Ding, Xiang Pan, Xiaozhong Xu, Shan Liu, Zhenzhong Chen |
| 2024 | EMNLP | Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models. | Wendi Cui, Zhuohang Li, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan, Jiaxin Zhang |
| 2024 | EMNLP | Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation. | Zhuohang Li, Jiaxin Zhang, Chao Yan, Kamalika Das, Kumar Sricharan, Murat Kantarcioglu, Bradley A. Malin |
| 2023 | AsiaCCS | RecUP-FL: Reconciling Utility and Privacy in Federated learning via User-configurable Privacy Defense. | Yue Cui, Syed Irfan Ali Meerza, Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu |
| 2023 | EMNLP | SAC³: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency. | Jiaxin Zhang, Zhuohang Li, Kamalika Das, Bradley A. Malin, Kumar Sricharan |
| 2023 | ICASSP | Speech Privacy Leakage from Shared Gradients in Distributed Learning. | Zhuohang Li, Jiaxin Zhang, Jian Liu |
| 2022 | CCS | HeatDeCam: Detecting Hidden Spy Cameras via Thermal Emissions. | Zhiyuan Yu, Zhuohang Li, Yuanhaur Chang, Skylar Fong, Jian Liu, Ning Zhang |
| 2022 | CVPR | Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage. | Zhuohang Li, Jiaxin Zhang, Luyang Liu, Jian Liu |
| 2022 | ECCV | RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. | Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan |
| 2022 | MOBICOM | Audio-domain position-independent backdoor attack via unnoticeable triggers. | Cong Shi, Tianfang Zhang, Zhuohang Li, Huy Phan, Tianming Zhao, Yan Wang, Jian Liu, Bo Yuan, Yingying Chen |
| 2021 | AAAI | Enabling Fast and Universal Audio Adversarial Attack Using Generative Model. | Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan |
| 2021 | ACSAC | Time to Rethink the Design of Qi Standard? Security and Privacy Vulnerability Analysis of Qi Wireless Charging. | Yi Wu, Zhuohang Li, Nicholas Van Nostrand, Jian Liu |
| 2021 | CCS | Robust Detection of Machine-induced Audio Attacks in Intelligent Audio Systems with Microphone Array. | Zhuohang Li, Cong Shi, Tianfang Zhang, Yi Xie, Jian Liu, Bo Yuan, Yingying Chen |
| 2021 | ICPADS | Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model Updates. | Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu |
| 2021 | MOBICOM | BioFace-3D: continuous 3d facial reconstruction through lightweight single-ear biosensors. | Yi Wu, Vimal Kakaraparthi, Zhuohang Li, Tien Pham, Jian Liu, Phuc Nguyen |
| 2020 | CCS | AdvPulse: Universal, Synchronization-free, and Targeted Audio Adversarial Attacks via Subsecond Perturbations. | Zhuohang Li, Yi Wu, Jian Liu, Yingying Chen, Bo Yuan |
| 2020 | ICASSP | Real-Time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems. | Yi Xie, Cong Shi, Zhuohang Li, Jian Liu, Yingying Chen, Bo Yuan |
| 2020 | SENSYS | Security and privacy in the age of cordless power world: poster abstract. | Yi Wu, Zhuohang Li, Nicholas Van Nostrand, Jian Liu |