Bo Li
University of Illinois at Urbana-Champaign
H-index: 68
North America-United States
Top articles of Bo Li
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Incentives in federated learning: Equilibria, dynamics, and mechanisms for welfare maximization | Advances in Neural Information Processing Systems | Aniket Murhekar Zhuowen Yuan Bhaskar Ray Chaudhury Bo Li Ruta Mehta | 2024/2/13 |
Large language models are visual reasoning coordinators | Advances in Neural Information Processing Systems | Liangyu Chen Bo Li Sheng Shen Jingkang Yang Chunyuan Li | 2024/2/13 |
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits | arXiv preprint arXiv:2403.11348 | Mintong Kang Nezihe Merve Gürel Linyi Li Bo Li | 2024/3/17 |
GRATH: Gradual Self-Truthifying for Large Language Models | arXiv preprint arXiv:2401.12292 | Weixin Chen Bo Li | 2024/1/22 |
Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors | arXiv preprint arXiv:2402.08695 | Dinuka Sahabandu Xiaojun Xu Arezoo Rajabi Luyao Niu Bhaskar Ramasubramanian | 2024/2/12 |
Fedgame: A game-theoretic defense against backdoor attacks in federated learning | Advances in Neural Information Processing Systems | Jinyuan Jia Zhuowen Yuan Dinuka Sahabandu Luyao Niu Arezoo Rajabi | 2024/2/13 |
Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk | arXiv preprint arXiv:2403.09450 | Zhangheng Li Junyuan Hong Bo Li Zhangyang Wang | 2024 |
BadChain: Backdoor chain-of-thought prompting for large language models | arXiv preprint arXiv:2401.12242 | Zhen Xiang Fengqing Jiang Zidi Xiong Bhaskar Ramasubramanian Radha Poovendran | 2024/1/20 |
Harmbench: A standardized evaluation framework for automated red teaming and robust refusal | arXiv preprint arXiv:2402.04249 | Mantas Mazeika Long Phan Xuwang Yin Andy Zou Zifan Wang | 2024/2/6 |
Domain watermark: Effective and harmless dataset copyright protection is closed at hand | 37th Conference on Neural Information Processing Systems (NeurIPS-23) | Junfeng Guo Yiming Li Lixu Wang Shu-Tao Xia Heng Huang | 2023 |
Differentially Private Synthetic Data via Foundation Model APIs 2: Text | ICLR 2024 | Zinan Lin Sivakanth Gopi Janardhan Kulkarni Harsha Nori Sergey Yekhanin | 2024 |
CaMML: Context-Aware Multimodal Learner for Large Models | arXiv preprint arXiv:2401.03149 | Yixin Chen Shuai Zhang Boran Han Tong He Bo Li | 2024/1/6 |
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models | arXiv preprint arXiv:2402.03181 | Mintong Kang Nezihe Merve Gürel Ning Yu Dawn Song Bo Li | 2024/2/5 |
CBD: A certified backdoor detector based on local dominant probability | Zhen Xiang Zidi Xiong Bo Li | 2023/10/26 | |
Towards Trustworthy Large Language Models | Sanmi Koyejo Bo Li | 2024/3/4 | |
Robust prompt optimization for defending language models against jailbreaking attacks | arXiv preprint arXiv:2401.17263 | Andy Zhou Bo Li Haohan Wang | 2024/1/30 |
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification | Advances in Neural Information Processing Systems | Mintong Kang Dawn Song Bo Li | 2024/2/13 |
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs | arXiv preprint arXiv:2402.11753 | Fengqing Jiang Zhangchen Xu Luyao Niu Zhen Xiang Bhaskar Ramasubramanian | 2024/2/19 |
Benchmarking Large Multimodal Models against Common Corruptions | arXiv preprint arXiv:2401.11943 | Jiawei Zhang Tianyu Pang Chao Du Yi Ren Bo Li | 2024/1/22 |
FaShapley: Fast and Approximated Shapley Based Model Pruning Towards Certifiably Robust DNNs | Mintong Kang Linyi Li Bo Li | 2023/2/8 |
Co-Authors
