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Bo Li 0026
Person information
- affiliation: University of Chicago, Department of Computer Science, IL, USA
- affiliation: University of Illinois at Urbana-Champaign, Department of Computer Science, IL, USA
- affiliation (former): University of California, Berkeley, CA, USA
- affiliation (PhD 2016): Vanderbilt University, Nashville, TN, USA
- affiliation (former): Tongji University, Shanghai, China
Other persons with the same name
- Bo Li — disambiguation page
- Bo Li 0001
— Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong (and 4 more)
- Bo Li 0002
— Wuhan University of Science and Technology, School of Computer Science and Technology, Wuhan, China (and 5 more)
- Bo Li 0003 — Northeastern University, School of Information Science and Engineering, Shenyang, China
- Bo Li 0004
— Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China (and 2 more)
- Bo Li 0005
— Beihang University, Beijing Advanced Innovation Center for Big Data and Brain Computing and State Key Laboratory of Software Development Environment, Beijing, China (and 1 more)
- Bo Li 0006
— Beihang University, School of Computer Science and Engineering, Beijing Key Laboratory of Digital Media and State Key Laboratory of Virtual Reality Technology and Systems, Beijing, China (and 1 more)
- Bo Li 0007 — University of California San Diego, Department of Mathematics and Center for Theoretical Biological Physics, San Diego, CA, USA (and 1 more)
- Bo Li 0008 — Qingdao University of Science and Technology
- Bo Li 0009 — Chinese Academy of Sciences, Institute of Computing Technology, National Research Center for Intelligent Computing Systems, Beijing, China
- Bo Li 0010 — University of Essex
- Bo Li 0011 — University of Florida, Computer and Information Science and Engineering Department, Gainesville, FL, USA
- Bo Li 0012 — Université Joseph Fourier, Grenoble
- Bo Li 0013
— University of Southern Mississippi, School of Computing, Long Beach, USA (and 2 more)
- Bo Li 0014 — Samsung R&D, Mountain View, CA, USA (and 1 more)
- Bo Li 0015
— Harvard Medical School, Boston, MA, USA (and 2 more)
- Bo Li 0016 — Beijing Normal University, Faculty of Geographical Science, College of Resources Science and Technology, State Key Laboratory of Earth Surface Processes and Resource Ecology, Beijing, China
- Bo Li 0017 — Beijing Jiao Tong University, State Key Lab. of Rail Traffic Control & Safety, Beijing, China
- Bo Li 0018 — Baidu Inc., Institute of Deep Learning, Beijing, China (and 1 more)
- Bo Li 0019 — Purdue University, Department of Statistics, West Lafayette, IN, USA
- Bo Li 0020 — Washington University, St. Louis, MO, USA
- Bo Li 0021 — Auburn University
- Bo Li 0022
— Sun Yet-Sen University, Zhongshan School of Medicine, China (and 1 more)
- Bo Li 0023
— Central China Normal University, School of Educational Information Technology, Wuhan, China (and 2 more)
- Bo Li 0024
— Ningbo Supply Chain Innovation Institute China, China
- Bo Li 0025
— Yunnan University, School of Information Science and Engineering, Kunming, China
- Bo Li 0027 — Qualcomm, San Diego, CA, USA (and 1 more)
- Bo Li 0028
— Google Inc., USA (and 1 more)
- Bo Li 0029 — CAS, Institute of Automation, State Key Laboratory of Management and Control for Complex Systems, Beijing, China
- Bo Li 0030
— Xi'an Hi-Tech Research Institute, Xi'an, China (and 1 more)
- Bo Li 0031 — Beijing Institute of Technology, Beijing Lab of Intelligent Information Technology, Beijing, China
- Bo Li 0032 — Virginia Tech, Blacksburg, VA, USA
- Bo Li 0033 — University of Maryland, Electrical and Computer Engineering Department, College Park, MD, USA
- Bo Li 0034
— Harbin Institute of Technology, School of Information and Electrical Engineering, Weihai, China
- Bo Li 0036 — Clemson University, SC, USA
- Bo Li 0037
— Hong Kong Polytechnic University, Department of Computing, Hong Kong (and 4 more)
- Bo Li 0038 — Nanjing University, School of Electronic Science and Engineering, China
- Bo Li 0039
— Chinese Academy of Sciences, Key Laboratory of Mathematics Mechanization, Beijing, China (and 1 more)
- Bo Li 0040
— Lanzhou Jiaotong University, School of Automation & Electrical Engineering, China
- Bo Li 0041 — Northeastern University, Shenyang, China
- Bo Li 0042 — China University of Petroleum, Department of Software Engineering, Qingdao, China
- Bo Li 0043 — Peking University, School of Software and Microelectronics, Beijing, China
- Bo Li 0045
— Chongqing University, School of Electrical Engineering, State Key Laboratory of Power Transmission Equipment & System Security and New Technology, China
- Bo Li 0046 — Shanghai Jiao Tong University, School of Medicine, Shanghai Ninth People's Hospital, China
- Bo Li 0047 — Loughborough University, UK
- Bo Li 0048 — Florida Atlantic University, Boca Raton, FL, USA
- Bo Li 0050
— Nanjing University of Finance and Economics, School of Applied Mathematics, China (and 1 more)
- Bo Li 0051
— Chinese Academy of Sciences, Institute of Microelectronics, Beijing, China (and 1 more)
- Bo Li 0052
— Zhejiang University, College of Information Science and Electronic Engineering, Hangzhou, China
- Bo Li 0053
— Southwest University, College of Electronic and Information Engineering, Chongqing, China (and 1 more)
- Bo Li 0054
— Southwest Jiaotong University, School of Information Science and Technology, Chengdu, China (and 1 more)
- Bo Li 0055
— Chinese Academy of Sciences, Institute of Computer Application, Chengdu, China
- Bo Li 0056
— Shanghai Jiao Tong University, School of Electronic, Information, and Electrical Engineering, Department of Micro/Nano Electronics, China
- Bo Li 0057
— Teesside University, School of Science Engineering and Design, Middlesbrough, UK
- Bo Li 0058 — University of Georgia, Athens, GA, USA
- Bo Li 0059
— Liaoning University of Technology, School of Electronics and Information Engineering, Jinzhou, China (and 1 more)
- Bo Li 0060
— Guangdong University of Technology, School of Automation, Guangzhou, China
- Bo Li 0061 — Nanjing University, State Key Laboratory for Novel Software Technology, Nanjing, China
- Bo Li 0062
— Nankai University, College of Computer and Control Engineering, Tianjin, China
- Bo Li 0063
— Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China (and 1 more)
- Bo Li 0064
— Tsinghua University, School of Economics and Management, Beijing, China
- Bo Li 0065
— Southwest University of Science and Technology, Mianyang, China (and 1 more)
- Bo Li 0066
— Xidian University, School of Mathematics and Statistics, Xian, China
- Bo Li 0067
— Shandong University of Technology, School of Transportation and Vehicle Engineering, Zibo, China
- Bo Li 0068
— Harbin Institute of Technology, Reliability Institute for Electric Apparatus and Electronics, China
- Bo Li 0069
— Shanghai Maritime University, Institute of Logistics Science and Engineering, China
- Bo Li 0070
— Nanjing Agricultural University, College of Engineering, China
- Bo Li 0071
— Zhejiang University, School of Aeronautics and Astronautics, Hangzhou, China
- Bo Li 0072
— University of Electronic Science and Technology of China, School of Astronautics and Aeronautics, Chengdu, China
- Bo Li 0073
— China NARI Group Corporation, State Grid Electronic Power Research Institute, Nanjing, China
- Bo Li 0074
— Sichuan University, College of Electronics and Information Engineering, Chengdu, China
- Bo Li 0075
— Glodon Technology Inc., Xian, China
- Bo Li 0076
— Changchun University of Science and Technology, School of Computer Science and Technology, China
- Bo Li 0077
— Dalian University of Technology, School of Control Science and Engineering, China
- Bo Li 0078
— University of California, San Diego, Department of Mathematics, USA
- Bo Li 0079
— National University of Singapore, Singapore (and 1 more)
- Bo Li 0080 — University of California, Berkeley, CA, USA
- Bo Li 0081
— Xidian University, Xi'an, China
- Bo Li 0082
— Aston University, Birmingham, UK (and 2 more)
- Bo Li 0084
— Sichuan University, Institute for Disaster Management and Reconstruction, Chengdu, China
- Bo Li 0085
— Tianjin University, College of Management and Economics, China
- Bo Li 0086 — Harbin Institute of Technology, School of Computer Science and Technology, Harbin, China
- Bo Li 0087 — Shanghai University of Sport, School of Physical Education and training, Shanghai, China
- Bo Li 0088
— Erasmus MC, Department of Radiology and Nuclear Medicine, Rotterdam, Netherlands (and 1 more)
- Bo Li 0089
— Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China (and 2 more)
- Bo Li 0090
— Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China
- Bo Li 0091
— Northwestern Polytechnical University, School of Mechanical Engineering, Xi'an, China
- Bo Li 0092
— Tianjin University, School of Electrical and Information Engineering, Tianjin, China
- Bo Li 0093 — Chongqing University, School of Pharmaceutical Sciences and Collaborative Innovation Center for Brain Science, Innovative Drug Research and Bioinformatics Group, Chongqing, China
- Bo Li 0094 — Chongqing University, School of Resources and Safety Engineering, State Key Laboratory of Coal Mine Disaster Dynamics and Control, Chongqing, China
- Bo Li 0095
— Tsinghua University, Department of Engineering Mechanics, Institute of Biomechanics and Medical Engineering, Beijing, China
- Bo Li 0096 — Central China Normal University, School of Mathematics and Statistics, Wuhan, China
- Bo Li 0097
— Chongqing Normal University, College of Life Sciences, Chongqing, China
- Bo Li 0098 — Beihang University, Sino-German Joint Software Institute, Beijing, China (and 2 more)
- Bo Li 0099 — Peking University, National Engineering Research Center for Software Engineering, Beijing, China (and 1 more)
- Bo Li 0100
— University of Texas Southwestern Medical Center, Department of Bioinformatics, Dallas, TX, USA
- Bo Li 0102
— Xidian University, School of Telecommunications Engineering, State Key Laboratory of Integrated Services Networks, Xi'an, China
- Bo Li 0103
— Swinburne University of Technology, School of Software and Electrical Engineering, Melbourne, Australia
- Bo Li 0104
— Communication University of China, School of Information and Communication Engineering, Beijing, China
- Bo Li 0105
— Shandong Technology and Business University, School of Computer Science and Technology and School of Statistics, Yantai, China
- Bo Li 0106
— Dalian Polytechnic University, School of Information Science and Engineering, Dalian, China
- Bo Li 0107
— Guizhou University, Key Laboratory of Karst Georesources and Environment, Ministry of Education, Guiyang, China
- Bo Li 0108
— Xi'an Jiaotong University, School of Mechanical Engineering, State Key Laboratory for Mechanical Manufacturing Systems Engineering and Shaanxi Key Lab of Intelligent Robots, Xi'an, China
- Bo Li 0109
— Singapore University of Technology and Design, Department of Engineering Product Development, Singapore
- Bo Li 0110
— Xi'an University of Posts and Telecommunications, School of Communication and Information Engineering, Xi'an, China
- Bo Li 0111
— South China University of Technology, School of Electronic and Information Engineering, Guangzhou, China (and 1 more)
- Bo Li 0112
— Jiangsu University of Technology, School of Electrical and Information Engineering, Changzhou, China
- Bo Li 0113
— Jiangxi University of Science and Technology, Software School, Nanchang, China
- Bo Li 0114 — SenseTime Group Limited, Beijing, China
- Bo Li 0115
— Tencent, Youtu Lab, Shanghai, China
- Bo Li 0116 — Wuhan University of Technology, Institute of Intelligent Manufacturing and Control, Wuhan, China
- Bo Li 0117 — Sun Yat-sen University, Guangdong Key Laboratory of Big Data Analysis and Processing, Guangzhou, China
- Bo Li 0118 — Cerence Inc., Burlington, MA, USA (and 4 more)
- Bo Li 0119
— Technical University of Denmark
- Bo Li 0120
— Guangdong Ocean University, Naval Architecture and Shipping College, Zhanjiang, Guangdong, China (and 1 more)
- Bo Li 0121 — Alibaba Group Inc., Machine Intelligence Technology Lab, Hangzhou, China
- Bo Li 0122
— Nanjing University of Information Science and Technology, School of Computer and Software, China
- Bo Li 0123 — Northwestern Polytechnical University, School of Electronics and Information, Xi'an, China
- Bo Li 0124
— Anhui University of Finance and Economics, School of Finance, Bengbu, China (and 1 more)
- Bo Li 0125 — Nanyang Technological University, S-Lab, Singapore
- Bo Li 0126
— Tongji University, Shanghai, China
- Bo Li 0127
— ShangHai DianJi University, School of Electronic Infomation Engineering, China (and 1 more)
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2020 – today
- 2024
- [j35]Qinbin Li, Junyuan Hong, Chulin Xie, Jeffrey Tan, Rachel Xin, Junyi Hou, Xavier Yin, Zhun Wang, Dan Hendrycks, Zhangyang Wang, Bo Li, Bingsheng He, Dawn Song:
LLM-PBE: Assessing Data Privacy in Large Language Models. Proc. VLDB Endow. 17(11): 3201-3214 (2024) - [j34]Ayoosh Bansal
, Hunmin Kim, Simon Yu
, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha:
Perception simplex: Verifiable collision avoidance in autonomous vehicles amidst obstacle detection faults. Softw. Test. Verification Reliab. 34(6) (2024) - [j33]Xiangshan Gao
, Xingjun Ma
, Jingyi Wang
, Youcheng Sun
, Bo Li, Shouling Ji
, Peng Cheng
, Jiming Chen
:
VeriFi: Towards Verifiable Federated Unlearning. IEEE Trans. Dependable Secur. Comput. 21(6): 5720-5736 (2024) - [c194]Hyoungwook Nam
, Raghavendra Pradyumna Pothukuchi
, Bo Li
, Nam Sung Kim
, Josep Torrellas
:
FriendlyFoe: Adversarial Machine Learning as a Practical Architectural Defense against Side Channel Attacks. PACT 2024: 338-350 - [c193]Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li:
CaMML: Context-Aware Multimodal Learner for Large Models. ACL (1) 2024: 4056-4071 - [c192]Fengqing Jiang, Zhangchen Xu, Luyao Niu, Zhen Xiang, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran:
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs. ACL (1) 2024: 15157-15173 - [c191]Fengqing Jiang
, Zhangchen Xu
, Luyao Niu
, Boxin Wang
, Jinyuan Jia
, Bo Li
, Radha Poovendran
:
POSTER: Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications. AsiaCCS 2024 - [c190]Dinuka Sahabandu
, Xiaojun Xu
, Arezoo Rajabi
, Luyao Niu
, Bhaskar Ramasubramanian
, Bo Li
, Radha Poovendran
:
POSTER: Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors. AsiaCCS 2024 - [c189]Andy Zhou
, Xiaojun Xu
, Ramesh Raghunathan
, Alok Lal
, Xinze Guan
, Bin Yu
, Bo Li
:
KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data. CCS 2024: 168-182 - [c188]Bo Li
, Wenyuan Xu
, Jieshan Chen
, Yang Zhang
, Minhui Xue
, Shuo Wang
, Guangdong Bai
, Xingliang Yuan
:
LAMPS '24: ACM CCS Workshop on Large AI Systems and Models with Privacy and Safety Analysis. CCS 2024: 4888-4889 - [c187]Jiawei Zhang, Chejian Xu, Bo Li:
ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles. CVPR 2024: 15459-15469 - [c186]Jielin Qiu, Jiacheng Zhu, William Han, Aditesh Kumar, Karthik Mittal, Claire Jin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Ding Zhao, Bo Li, Lijuan Wang:
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos. CVPR 2024: 21909-21921 - [c185]Chulin Xie, De-An Huang, Wenda Chu, Daguang Xu, Chaowei Xiao, Bo Li, Anima Anandkumar:
Perada: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees. CVPR 2024: 23838-23848 - [c184]Yi Zeng, Weiyu Sun, Tran Ngoc Huynh, Dawn Song, Bo Li, Ruoxi Jia:
BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models. EMNLP 2024: 13189-13215 - [c183]Junyuan Hong, Jiachen T. Wang, Chenhui Zhang, Zhangheng Li, Bo Li, Zhangyang Wang:
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer. ICLR 2024 - [c182]Mintong Kang, Nezihe Merve Gürel, Linyi Li, Bo Li:
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits. ICLR 2024 - [c181]Qinbin Li
, Chulin Xie, Xiaojun Xu, Xiaoyuan Liu, Ce Zhang, Bo Li, Bingsheng He, Dawn Song:
Effective and Efficient Federated Tree Learning on Hybrid Data. ICLR 2024 - [c180]Yu-Lin Tsai, Chia-Yi Hsu, Chulin Xie, Chih-Hsun Lin, Jia-You Chen, Bo Li, Pin-Yu Chen, Chia-Mu Yu, Chun-Ying Huang:
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models? ICLR 2024 - [c179]Zhen Xiang, Fengqing Jiang, Zidi Xiong, Bhaskar Ramasubramanian, Radha Poovendran, Bo Li:
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models. ICLR 2024 - [c178]Bhaskar Ray Chaudhury, Aniket Murhekar, Zhuowen Yuan, Bo Li, Ruta Mehta, Ariel D. Procaccia:
Fair Federated Learning via the Proportional Veto Core. ICML 2024 - [c177]Weixin Chen, Dawn Song, Bo Li:
GRATH: Gradual Self-Truthifying for Large Language Models. ICML 2024 - [c176]Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou:
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding. ICML 2024 - [c175]Junyuan Hong, Jinhao Duan, Chenhui Zhang, Zhangheng Li, Chulin Xie, Kelsey Lieberman, James Diffenderfer, Brian R. Bartoldson, Ajay Kumar Jaiswal, Kaidi Xu, Bhavya Kailkhura, Dan Hendrycks, Dawn Song, Zhangyang Wang, Bo Li:
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression. ICML 2024 - [c174]Mintong Kang, Nezihe Merve Gürel, Ning Yu, Dawn Song, Bo Li:
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models. ICML 2024 - [c173]Mintong Kang, Zhen Lin, Jimeng Sun, Cao Xiao, Bo Li:
Certifiably Byzantine-Robust Federated Conformal Prediction. ICML 2024 - [c172]Mantas Mazeika, Long Phan, Xuwang Yin, Andy Zou, Zifan Wang, Norman Mu, Elham Sakhaee, Nathaniel Li, Steven Basart, Bo Li, David A. Forsyth, Dan Hendrycks:
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal. ICML 2024 - [c171]Youwei Shu, Xi Xiao, Derui Wang, Yuxin Cao, Siji Chen, Jason Xue, Linyi Li, Bo Li:
Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing. ICML 2024 - [c170]Boxin Wang, Wei Ping, Lawrence McAfee, Peng Xu, Bo Li, Mohammad Shoeybi, Bryan Catanzaro:
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining. ICML 2024 - [c169]Chulin Xie, Zinan Lin, Arturs Backurs, Sivakanth Gopi, Da Yu, Huseyin A. Inan, Harsha Nori, Haotian Jiang, Huishuai Zhang, Yin Tat Lee, Bo Li, Sergey Yekhanin:
Differentially Private Synthetic Data via Foundation Model APIs 2: Text. ICML 2024 - [c168]Zhuowen Yuan, Wenbo Guo, Jinyuan Jia, Bo Li, Dawn Song:
SHINE: Shielding Backdoors in Deep Reinforcement Learning. ICML 2024 - [c167]Zhuowen Yuan, Zidi Xiong, Yi Zeng, Ning Yu, Ruoxi Jia, Dawn Song, Bo Li:
RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content. ICML 2024 - [c166]Boxin Wang, Yibo Zhang, Yuan Cao, Bo Li, Hugh McMahan, Sewoong Oh, Zheng Xu, Manzil Zaheer:
Can Public Large Language Models Help Private Cross-device Federated Learning? NAACL-HLT (Findings) 2024: 934-949 - [c165]Hengzhi Pei, Jinyuan Jia, Wenbo Guo, Bo Li, Dawn Song:
TextGuard: Provable Defense against Backdoor Attacks on Text Classification. NDSS 2024 - [c164]Bochuan Cao, Jinyuan Jia, Chuxuan Hu, Wenbo Guo, Zhen Xiang, Jinghui Chen, Bo Li, Dawn Song:
Data Free Backdoor Attacks. NeurIPS 2024 - [c163]Yiquan Li, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Jiachen Lei, Bo Li, Chaowei Xiao:
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness. NeurIPS 2024 - [c162]Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Sharon Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao:
BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment. NeurIPS 2024 - [c161]Zhangheng Li, Junyuan Hong, Bo Li, Zhangyang Wang:
Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk. SaTML 2024: 18-32 - [c160]Chulin Xie, Pin-Yu Chen, Qinbin Li, Arash Nourian, Ce Zhang, Bo Li:
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM. SaTML 2024: 443-471 - [c159]Yuzheng Hu, Fan Wu, Qinbin Li, Yunhui Long, Gonzalo Munilla Garrido, Chang Ge, Bolin Ding, David A. Forsyth, Bo Li, Dawn Song:
SoK: Privacy-Preserving Data Synthesis. SP 2024: 4696-4713 - [c158]Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bo Li, Radha Poovendran:
ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning. USENIX Security Symposium 2024 - [c157]Sanmi Koyejo
, Bo Li
:
Towards Trustworthy Large Language Models. WSDM 2024: 1126-1127 - [i225]Yixin Chen, Shuai Zhang, Boran Han, Tong He, Bo Li:
CaMML: Context-Aware Multimodal Learner for Large Models. CoRR abs/2401.03149 (2024) - [i224]Zhen Xiang, Fengqing Jiang, Zidi Xiong, Bhaskar Ramasubramanian, Radha Poovendran
, Bo Li:
BadChain: Backdoor Chain-of-Thought Prompting for Large Language Models. CoRR abs/2401.12242 (2024) - [i223]Weixin Chen, Dawn Song, Bo Li:
GRATH: Gradual Self-Truthifying for Large Language Models. CoRR abs/2401.12292 (2024) - [i222]Andy Zhou
, Bo Li, Haohan Wang:
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks. CoRR abs/2401.17263 (2024) - [i221]Mintong Kang, Nezihe Merve Gürel, Ning Yu, Dawn Song, Bo Li:
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models. CoRR abs/2402.03181 (2024) - [i220]Mantas Mazeika, Long Phan, Xuwang Yin, Andy Zou, Zifan Wang, Norman Mu, Elham Sakhaee, Nathaniel Li, Steven Basart, Bo Li, David A. Forsyth, Dan Hendrycks:
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal. CoRR abs/2402.04249 (2024) - [i219]Dinuka Sahabandu, Xiaojun Xu, Arezoo Rajabi, Luyao Niu, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran
:
Game of Trojans: Adaptive Adversaries Against Output-based Trojaned-Model Detectors. CoRR abs/2402.08695 (2024) - [i218]Fengqing Jiang, Zhangchen Xu, Luyao Niu, Zhen Xiang, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran
:
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs. CoRR abs/2402.11753 (2024) - [i217]Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Yixuan Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao:
Mitigating Fine-tuning Jailbreak Attack with Backdoor Enhanced Alignment. CoRR abs/2402.14968 (2024) - [i216]Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou:
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding. CoRR abs/2403.00425 (2024) - [i215]Chulin Xie, Zinan Lin, Arturs Backurs, Sivakanth Gopi, Da Yu, Huseyin A. Inan, Harsha Nori, Haotian Jiang, Huishuai Zhang, Yin Tat Lee, Bo Li, Sergey Yekhanin:
Differentially Private Synthetic Data via Foundation Model APIs 2: Text. CoRR abs/2403.01749 (2024) - [i214]Zijian Huang, Wenda Chu, Linyi Li, Chejian Xu, Bo Li:
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks. CoRR abs/2403.02329 (2024) - [i213]Leo Chen, Benjamin Boardley, Ping Hu, Yiru Wang, Yifan Pu, Xin Jin, Yongqiang Yao, Ruihao Gong, Bo Li, Gao Huang, Xianglong Liu, Zifu Wan, Xinwang Chen, Ning Liu, Ziyi Zhang, Dongping Liu, Ruijie Shan, Zhengping Che, Fachao Zhang, Xiaofeng Mou, Jian Tang, Maxim Chuprov, Ivan Malofeev, Alexander Goncharenko, Andrey Shcherbin, Arseny Yanchenko, Sergey Alyamkin, Xiao Hu, George K. Thiruvathukal, Yung-Hsiang Lu:
2023 Low-Power Computer Vision Challenge (LPCVC) Summary. CoRR abs/2403.07153 (2024) - [i212]Zhangheng Li, Junyuan Hong, Bo Li, Zhangyang Wang:
Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk. CoRR abs/2403.09450 (2024) - [i211]Mintong Kang, Nezihe Merve Gürel, Linyi Li, Bo Li:
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits. CoRR abs/2403.11348 (2024) - [i210]Zhuowen Yuan, Zidi Xiong, Yi Zeng, Ning Yu, Ruoxi Jia, Dawn Song, Bo Li:
RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content. CoRR abs/2403.13031 (2024) - [i209]Junyuan Hong, Jinhao Duan, Chenhui Zhang, Zhangheng Li, Chulin Xie, Kelsey Lieberman, James Diffenderfer
, Brian R. Bartoldson
, Ajay Jaiswal, Kaidi Xu, Bhavya Kailkhura, Dan Hendrycks, Dawn Song, Zhangyang Wang, Bo Li:
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression. CoRR abs/2403.15447 (2024) - [i208]Lijie Xu, Chulin Xie, Yiran Guo, Gustavo Alonso, Bo Li, Guoliang Li, Wei Wang, Wentao Wu, Ce Zhang:
TablePuppet: A Generic Framework for Relational Federated Learning. CoRR abs/2403.15839 (2024) - [i207]Jiawei Zhang, Chejian Xu, Yu Gai, Freddy Lécué, Dawn Song, Bo Li:
KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking. CoRR abs/2404.02935 (2024) - [i206]Bertie Vidgen, Adarsh Agrawal, Ahmed M. Ahmed, Victor Akinwande, Namir Al-Nuaimi, Najla Alfaraj, Elie Alhajjar, Lora Aroyo, Trupti Bavalatti, Borhane Blili-Hamelin, Kurt D. Bollacker, Rishi Bomassani, Marisa Ferrara Boston, Siméon Campos, Kal Chakra, Canyu Chen, Cody Coleman, Zacharie Delpierre Coudert, Leon Derczynski, Debojyoti Dutta, Ian Eisenberg, James Ezick, Heather Frase, Brian Fuller, Ram Gandikota, Agasthya Gangavarapu, Ananya Gangavarapu, James Gealy, Rajat Ghosh, James Goel, Usman Gohar, Subhra S. Goswami, Scott A. Hale, Wiebke Hutiri, Joseph Marvin Imperial, Surgan Jandial, Nick Judd
, Felix Juefei-Xu, Foutse Khomh, Bhavya Kailkhura, Hannah Rose Kirk, Kevin Klyman, Chris Knotz, Michael Kuchnik, Shachi H. Kumar, Chris Lengerich, Bo Li, Zeyi Liao, Eileen Peters Long, Victor Lu, Yifan Mai, Priyanka Mary Mammen, Kelvin Manyeki, Sean McGregor, Virendra Mehta, Shafee Mohammed, Emanuel Moss, Lama Nachman, Dinesh Jinenhally Naganna, Amin Nikanjam, Besmira Nushi, Luis Oala, Iftach Orr, Alicia Parrish, Cigdem Patlak, William Pietri, Forough Poursabzi-Sangdeh, Eleonora Presani, Fabrizio Puletti, Paul Röttger, Saurav Sahay, Tim Santos, Nino Scherrer, Alice Schoenauer Sebag, Patrick Schramowski, Abolfazl Shahbazi, Vin Sharma, Xudong Shen, Vamsi Sistla, Leonard Tang, Davide Testuggine, Vithursan Thangarasa, Elizabeth Anne Watkins, Rebecca Weiss, Chris Welty, Tyler Wilbers, Adina Williams, Carole-Jean Wu, Poonam Yadav, Xianjun Yang, Yi Zeng, Wenhui Zhang, Fedor Zhdanov, Jiacheng Zhu, Percy Liang, Peter Mattson, Joaquin Vanschoren:
Introducing v0.5 of the AI Safety Benchmark from MLCommons. CoRR abs/2404.12241 (2024) - [i205]Derui Wang, Minhui Xue, Bo Li, Seyit Camtepe, Liming Zhu:
Provably Unlearnable Examples. CoRR abs/2405.03316 (2024) - [i204]Jiawei Zhang, Chejian Xu, Bo Li:
ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles. CoRR abs/2405.14062 (2024) - [i203]Xiangyu Qi, Yangsibo Huang, Yi Zeng, Edoardo Debenedetti, Jonas Geiping, Luxi He, Kaixuan Huang, Udari Madhushani, Vikash Sehwag, Weijia Shi, Boyi Wei, Tinghao Xie, Danqi Chen, Pin-Yu Chen, Jeffrey Ding, Ruoxi Jia, Jiaqi Ma, Arvind Narayanan, Weijie J. Su, Mengdi Wang, Chaowei Xiao, Bo Li, Dawn Song, Peter Henderson, Prateek Mittal:
AI Risk Management Should Incorporate Both Safety and Security. CoRR abs/2405.19524 (2024) - [i202]Siyuan Ma, Weidi Luo, Yu Wang, Xiaogeng Liu, Muhao Chen, Bo Li, Chaowei Xiao:
Visual-RolePlay: Universal Jailbreak Attack on MultiModal Large Language Models via Role-playing Image Characte. CoRR abs/2405.20773 (2024) - [i201]Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bo Li, Radha Poovendran:
ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning. CoRR abs/2405.20975 (2024) - [i200]Mintong Kang, Zhen Lin, Jimeng Sun, Cao Xiao, Bo Li:
Certifiably Byzantine-Robust Federated Conformal Prediction. CoRR abs/2406.01960 (2024) - [i199]Youwei Shu, Xi Xiao, Derui Wang, Yuxin Cao, Siji Chen, Jason Xue, Linyi Li, Bo Li:
Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing. CoRR abs/2406.02309 (2024) - [i198]Zhen Xiang, Linzhi Zheng, Yanjie Li, Junyuan Hong, Qinbin Li, Han Xie, Jiawei Zhang, Zidi Xiong, Chulin Xie, Carl Yang, Dawn Song, Bo Li:
GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning. CoRR abs/2406.09187 (2024) - [i197]Tinghao Xie, Xiangyu Qi, Yi Zeng, Yangsibo Huang, Udari Madhushani Sehwag, Kaixuan Huang, Luxi He, Boyi Wei, Dacheng Li, Ying Sheng, Ruoxi Jia, Bo Li, Kai Li, Danqi Chen, Peter Henderson, Prateek Mittal:
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors. CoRR abs/2406.14598 (2024) - [i196]Yi Zeng, Weiyu Sun, Tran Ngoc Huynh, Dawn Song, Bo Li, Ruoxi Jia:
BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models. CoRR abs/2406.17092 (2024) - [i195]Yi Zeng, Kevin Klyman, Andy Zhou, Yu Yang, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li:
AI Risk Categorization Decoded (AIR 2024): From Government Regulations to Corporate Policies. CoRR abs/2406.17864 (2024) - [i194]Yiquan Li, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Bo Li, Chaowei Xiao:
Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness. CoRR abs/2407.00623 (2024) - [i193]Mintong Kang, Bo Li:
R2-Guard: Robust Reasoning Enabled LLM Guardrail via Knowledge-Enhanced Logical Reasoning. CoRR abs/2407.05557 (2024) - [i192]Jupinder Parmar, Shrimai Prabhumoye, Joseph Jennings, Bo Li, Aastha Jhunjhunwala, Zhilin Wang, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro:
Data, Data Everywhere: A Guide for Pretraining Dataset Construction. CoRR abs/2407.06380 (2024) - [i191]Haohong Lin, Wenhao Ding, Jian Chen, Laixi Shi, Jiacheng Zhu, Bo Li, Ding Zhao:
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning. CoRR abs/2407.10967 (2024) - [i190]Zhaorun Chen, Zhen Xiang, Chaowei Xiao, Dawn Song, Bo Li:
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases. CoRR abs/2407.12784 (2024) - [i189]Yi Zeng, Yu Yang, Andy Zhou, Jeffrey Ziwei Tan, Yuheng Tu, Yifan Mai, Kevin Klyman, Minzhou Pan, Ruoxi Jia, Dawn Song, Percy Liang, Bo Li:
AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies. CoRR abs/2407.17436 (2024) - [i188]Rishub Tamirisa, Bhrugu Bharathi, Long Phan, Andy Zhou, Alice Gatti, Tarun Suresh, Maxwell Lin, Justin Wang, Rowan Wang, Ron Arel, Andy Zou, Dawn Song, Bo Li, Dan Hendrycks, Mantas Mazeika:
Tamper-Resistant Safeguards for Open-Weight LLMs. CoRR abs/2408.00761 (2024) - [i187]Qinbin Li, Junyuan Hong, Chulin Xie, Jeffrey Tan, Rachel Xin, Junyi Hou, Xavier Yin, Zhun Wang, Dan Hendrycks, Zhangyang Wang, Bo Li, Bingsheng He, Dawn Song:
LLM-PBE: Assessing Data Privacy in Large Language Models. CoRR abs/2408.12787 (2024) - [i186]Yihang Zheng, Bo Li, Zhenghao Lin, Yi Luo, Xuanhe Zhou, Chen Lin, Jinsong Su, Guoliang Li, Shifu Li:
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation. CoRR abs/2409.04475 (2024) - [i185]Zeyi Liao, Lingbo Mo, Chejian Xu, Mintong Kang, Jiawei Zhang, Chaowei Xiao, Yuan Tian, Bo Li, Huan Sun:
EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage. CoRR abs/2409.11295 (2024) - [i184]Xiaogeng Liu, Peiran Li, Edward Suh, Yevgeniy Vorobeychik, Zhuoqing Mao, Somesh Jha, Patrick McDaniel, Huan Sun, Bo Li, Chaowei Xiao:
AutoDAN-Turbo: A Lifelong Agent for Strategy Self-Exploration to Jailbreak LLMs. CoRR abs/2410.05295 (2024) - [i183]Andy Zhou, Xiaojun Xu, Ramesh Raghunathan, Alok Lal, Xinze Guan, Bin Yu, Bo Li:
KnowGraph: Knowledge-Enabled Anomaly Detection via Logical Reasoning on Graph Data. CoRR abs/2410.08390 (2024) - [i182]Yu Yang, Yuzhou Nie, Zhun Wang, Yuheng Tang, Wenbo Guo, Bo Li, Dawn Song:
SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI. CoRR abs/2410.11096 (2024) - [i181]Shuchao Pang, Zhigang Lu, Haichen Wang, Peng Fu, Yongbin Zhou, Minhui Xue, Bo Li:
Reconstruction of Differentially Private Text Sanitization via Large Language Models. CoRR abs/2410.12443 (2024) - [i180]Chejian Xu, Mintong Kang, Jiawei Zhang, Zeyi Liao, Lingbo Mo, Mengqi Yuan, Huan Sun, Bo Li:
AdvWeb: Controllable Black-box Attacks on VLM-powered Web Agents. CoRR abs/2410.17401 (2024) - [i179]Yingzi Ma, Jiongxiao Wang, Fei Wang, Siyuan Ma, Jiazhao Li, Xiujun Li, Furong Huang, Lichao Sun, Bo Li, Yejin Choi, Muhao Chen, Chaowei Xiao:
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset. CoRR abs/2411.03554 (2024) - [i178]Chengquan Guo, Xun Liu, Chulin Xie, Andy Zhou, Yi Zeng, Zinan Lin, Dawn Song, Bo Li:
RedCode: Risky Code Execution and Generation Benchmark for Code Agents. CoRR abs/2411.07781 (2024) - [i177]Ruoxi Sun, Jiamin Chang, Hammond Pearce, Chaowei Xiao, Bo Li, Qi Wu, Surya Nepal, Minhui Xue:
SoK: Unifying Cybersecurity and Cybersafety of Multimodal Foundation Models with an Information Theory Approach. CoRR abs/2411.11195 (2024) - [i176]Bochuan Cao, Jinyuan Jia, Chuxuan Hu, Wenbo Guo, Zhen Xiang, Jinghui Chen, Bo Li, Dawn Song:
Data Free Backdoor Attacks. CoRR abs/2412.06219 (2024) - [i175]Mintong Kang, Chejian Xu, Bo Li:
AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models. CoRR abs/2412.08608 (2024) - 2023
- [j32]Bo Li, Peng Qi, Bo Liu, Shuai Di, Jingen Liu, Jiquan Pei, Jinfeng Yi, Bowen Zhou:
Trustworthy AI: From Principles to Practices. ACM Comput. Surv. 55(9): 177:1-177:46 (2023) - [j31]Jung-San Lee
, Ying-Chin Chen, Chit-Jie Chew, Wei-Che Hung
, Yun-Yi Fan, Bo Li:
Constructing gene features for robust 3D mesh zero-watermarking. J. Inf. Secur. Appl. 73: 103414 (2023) - [j30]Micah Goldblum
, Dimitris Tsipras, Chulin Xie
, Xinyun Chen, Avi Schwarzschild, Dawn Song, Aleksander Madry, Bo Li, Tom Goldstein:
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1563-1580 (2023) - [j29]Wenhao Ding
, Chejian Xu
, Mansur Arief
, Haohong Lin, Bo Li, Ding Zhao
:
A Survey on Safety-Critical Driving Scenario Generation - A Methodological Perspective. IEEE Trans. Intell. Transp. Syst. 24(7): 6971-6988 (2023) - [j28]Lichao Sun
, Yingtong Dou, Carl Yang
, Kai Zhang
, Ji Wang
, Philip S. Yu
, Lifang He, Bo Li:
Adversarial Attack and Defense on Graph Data: A Survey. IEEE Trans. Knowl. Data Eng. 35(8): 7693-7711 (2023) - [j27]Zhangheng Li, Tianlong Chen, Linyi Li, Bo Li, Zhangyang Wang:
Can Pruning Improve Certified Robustness of Neural Networks? Trans. Mach. Learn. Res. 2023 (2023) - [c156]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin:
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. ACL (Findings) 2023: 1584-1601 - [c155]Mengdi Xu, Peide Huang, Yaru Niu, Visak Kumar, Jielin Qiu, Chao Fang, Kuan-Hui Lee, Xuewei Qi, Henry Lam, Bo Li, Ding Zhao:
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables. AISTATS 2023: 2677-2703 - [c154]Chulin Xie
, Yunhui Long
, Pin-Yu Chen
, Qinbin Li
, Sanmi Koyejo
, Bo Li
:
Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks. CCS 2023: 1511-1525 - [c153]Weixin Chen, Dawn Song, Bo Li:
TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets. CVPR 2023: 4035-4044 - [c152]Jielin Qiu, William Han, Jiacheng Zhu, Mengdi Xu, Douglas Weber, Bo Li, Ding Zhao:
Can Brain Signals Reveal Inner Alignment with Human Languages? EMNLP (Findings) 2023: 1789-1804 - [c151]Boxin Wang, Wei Ping, Peng Xu, Lawrence McAfee, Zihan Liu, Mohammad Shoeybi, Yi Dong, Oleksii Kuchaiev, Bo Li, Chaowei Xiao, Anima Anandkumar, Bryan Catanzaro:
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study. EMNLP 2023