| 2026 | ACL | The Adaptive Interrogator: Detecting Trojan LLMs in Multi-Agent Systems via Evolved Conversational Strategies. | Rana Muhammad Shahroz Khan, Ruichen Zhang, Zhen Tan, Charles Fleming, Tianlong Chen |
| 2025 | ACL | Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks. | Rana Muhammad Shahroz, Zhen Tan, Sukwon Yun, Charles Fleming, Tianlong Chen |
| 2025 | CVPR | Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model. | Changchang Sun, Gaowen Liu, Charles Fleming, Yan Yan |
| 2025 | CVPR | Targeted Forgetting of Image Subgroups in CLIP Models. | Zeliang Zhang, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Chenliang Xu |
| 2025 | DAC | Towards Training Robustness Against Dynamic Errors in Quantum Machine Learning. | Shijin Duan, Gaowen Liu, Charles Fleming, Ramana Kompella, Xiaolin Xu, Shaolei Ren |
| 2025 | EMNLP | Retracing the Past: LLMs Emit Training Data When They Get Lost. | Myeongseob Ko, Nikhil Reddy Billa, Adam Nguyen, Charles Fleming, Ming Jin, Ruoxi Jia |
| 2025 | EMNLP | AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science. | An Luo, Xun Xian, Jin Du, Fangqiao Tian, Ganghua Wang, Ming Zhong, Shengchun Zhao, Xuan Bi, Zirui Liu, Jiawei Zhou, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding |
| 2025 | ICML | Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning. | Mahavir Dabas, Si Chen, Charles Fleming, Ming Jin, Ruoxi Jia |
| 2025 | ICML | On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains. | Xun Xian, Ganghua Wang, Xuan Bi, Rui Zhang, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding |
| 2024 | ECCV | Self-adapting Large Visual-Language Models to Edge Devices Across Visual Modalities. | Kaiwen Cai, Zhekai Duan, Gaowen Liu, Charles Fleming, Chris Xiaoxuan Lu |
| 2018 | UIC | A Review of Multimodal Facial Biometric Authentication Methods in Mobile Devices and Their Application in Head Mounted Displays. | Ilesanmi Olade, Hai-Ning Liang, Charles Fleming |
| 2017 | AAAI | Privacy-Preserving Human Activity Recognition from Extreme Low Resolution. | Michael S. Ryoo, Brandon Rothrock, Charles Fleming, Hyun Jong Yang |
| 2005 | ICCS | An Efficient Monte Carlo Approach for Solving Linear Problems in Biomolecular Electrostatics. | Charles Fleming, Michael Mascagni, Nikolai A. Simonov |