


Остановите войну!
for scientists:


default search action
Bo Li 0026
Person information

- 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, 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
Refine list

refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
- [j30]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) - [j29]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) - [j28]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) - [j27]Lichao Sun
, Yingtong Dou, Carl J. 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) - [j26]Zhangheng Li, Tianlong Chen, Linyi Li, Bo Li, Zhangyang Wang:
Can Pruning Improve Certified Robustness of Neural Networks? Trans. Mach. Learn. Res. 2023 (2023) - [c135]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 - [c134]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 - [c133]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 - [c132]Weixin Chen, Dawn Song, Bo Li:
TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets. CVPR 2023: 4035-4044 - [c131]Zuxin Liu, Zijian Guo, Zhepeng Cen, Huan Zhang, Jie Tan, Bo Li, Ding Zhao:
On the Robustness of Safe Reinforcement Learning under Observational Perturbations. ICLR 2023 - [c130]Chaowei Xiao, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Weili Nie, Mingyan Liu, Anima Anandkumar, Bo Li, Dawn Song:
DensePure: Understanding Diffusion Models for Adversarial Robustness. ICLR 2023 - [c129]Xin Luna Dong
, Bo Li
, Julia Stoyanovich
, Anthony Kum Hoe Tung
, Gerhard Weikum
, Alon Y. Halevy
, Wang-Chiew Tan
:
Personal Data for Personal Use: Vision or Reality? SIGMOD Conference Companion 2023: 263-264 - [c128]Maurice Weber, Xiaojun Xu, Bojan Karlas, Ce Zhang, Bo Li:
RAB: Provable Robustness Against Backdoor Attacks. SP 2023: 1311-1328 - [c127]Xiaojun Xu, Qingying Hao, Zhuolin Yang, Bo Li, David M. Liebovitz, Gang Wang, Carl A. Gunter:
How to Cover up Anomalous Accesses to Electronic Health Records. USENIX Security Symposium 2023: 229-246 - [c126]Jiawei Zhang, Zhongzhu Chen, Huan Zhang, Chaowei Xiao, Bo Li:
DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing. USENIX Security Symposium 2023: 4787-4804 - [i154]Hyoungwook Nam, Raghavendra Pradyumna Pothukuchi, Bo Li, Nam Sung Kim, Josep Torrellas:
Defensive ML: Defending Architectural Side-channels with Adversarial Obfuscation. CoRR abs/2302.01474 (2023) - [i153]Jiacheng Zhu, Jielin Qiu, Aritra Guha, Zhuolin Yang, XuanLong Nguyen, Bo Li, Ding Zhao
:
Interpolation for Robust Learning: Data Augmentation on Geodesics. CoRR abs/2302.02092 (2023) - [i152]Zhuolin Yang, Wei Ping, Zihan Liu, Vijay Korthikanti, Weili Nie, De-An Huang, Linxi Fan, Zhiding Yu, Shiyi Lan, Bo Li, Ming-Yu Liu, Yuke Zhu, Mohammad Shoeybi, Bryan Catanzaro, Chaowei Xiao, Anima Anandkumar:
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning. CoRR abs/2302.04858 (2023) - [i151]Chulin Xie, De-An Huang, Wenda Chu, Daguang Xu, Chaowei Xiao, Bo Li, Anima Anandkumar:
PerAda: Parameter-Efficient and Generalizable Federated Learning Personalization with Guarantees. CoRR abs/2302.06637 (2023) - [i150]Weixin Chen, Dawn Song, Bo Li:
TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets. CoRR abs/2303.05762 (2023) - [i149]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. CoRR abs/2304.06762 (2023) - [i148]Jielin Qiu, Jiacheng Zhu, William Han, Aditesh Kumar, Karthik Mittal, Claire Jin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Bo Li, Ding Zhao, Lijuan Wang:
MultiSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos. CoRR abs/2306.04216 (2023) - [i147]Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang T. Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li:
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. CoRR abs/2306.11698 (2023) - [i146]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. CoRR abs/2307.02106 (2023) - [i145]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. CoRR abs/2310.11865 (2023) - [i144]Hengzhi Pei, Jinyuan Jia, Wenbo Guo, Bo Li, Dawn Song:
TextGuard: Provable Defense against Backdoor Attacks on Text Classification. CoRR abs/2311.11225 (2023) - [i143]Mintong Kang, Dawn Song, Bo Li:
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification. CoRR abs/2311.16124 (2023) - 2022
- [j25]Tianyu Du, Shouling Ji, Bo Wang, Sirui He, Jinfeng Li, Bo Li, Tao Wei, Yunhan Jia, Raheem Beyah, Ting Wang:
DetectS ec: Evaluating the robustness of object detection models to adversarial attacks. Int. J. Intell. Syst. 37(9): 6463-6492 (2022) - [j24]Tao Bai
, Jun Zhao
, Jinlin Zhu, Shoudong Han
, Jiefeng Chen, Bo Li, Alex ChiChung Kot
:
Toward Efficiently Evaluating the Robustness of Deep Neural Networks in IoT Systems: A GAN-Based Method. IEEE Internet Things J. 9(3): 1875-1884 (2022) - [j23]Changjiang Li
, Shouling Ji
, Haiqin Weng, Bo Li, Jie Shi, Raheem Beyah, Shanqing Guo
, Zonghui Wang
, Ting Wang
:
Towards Certifying the Asymmetric Robustness for Neural Networks: Quantification and Applications. IEEE Trans. Dependable Secur. Comput. 19(6): 3987-4001 (2022) - [c125]Xinlei Pan, Chaowei Xiao, Warren He, Shuang Yang, Jian Peng, Mingjie Sun, Mingyan Liu, Bo Li, Dawn Song:
Characterizing Attacks on Deep Reinforcement Learning. AAMAS 2022: 1010-1018 - [c124]Jiacheng Zhu, Gregory Darnell, Agni Kumar, Ding Zhao, Bo Li, XuanLong Nguyen, Shirley You Ren:
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression. CHIL 2022: 354-374 - [c123]Jian Kang, Shuaicheng Zhang, Bo Li, Jingrui He, Jian Pei
, Dawei Zhou:
TrustLOG: The First Workshop on Trustworthy Learning on Graphs. CIKM 2022: 5169-5170 - [c122]Wenhao Ding, Haohong Lin, Bo Li, Ding Zhao:
CausalAF: Causal Autoregressive Flow for Safety-Critical Driving Scenario Generation. CoRL 2022: 812-823 - [c121]Haoxiang Wang, Yite Wang, Ruoyu Sun, Bo Li:
Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning. CVPR 2022: 9787-9798 - [c120]Dan Hendrycks, Andy Zou, Mantas Mazeika, Leonard Tang, Bo Li, Dawn Song, Jacob Steinhardt:
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures. CVPR 2022: 16762-16771 - [c119]Zhuowen Yuan, Fan Wu, Yunhui Long, Chaowei Xiao, Bo Li:
SecretGen: Privacy Recovery on Pre-trained Models via Distribution Discrimination. ECCV (5) 2022: 139-155 - [c118]Fan Wu, Linyi Li, Huan Zhang, Bhavya Kailkhura, Krishnaram Kenthapadi, Ding Zhao, Bo Li:
COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks. ICLR 2022 - [c117]Fan Wu, Linyi Li, Zijian Huang, Yevgeniy Vorobeychik, Ding Zhao, Bo Li:
CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing. ICLR 2022 - [c116]Zhuolin Yang, Linyi Li, Xiaojun Xu, Bhavya Kailkhura, Tao Xie, Bo Li:
On the Certified Robustness for Ensemble Models and Beyond. ICLR 2022 - [c115]Wenda Chu, Linyi Li, Bo Li:
TPC: Transformation-Specific Smoothing for Point Cloud Models. ICML 2022: 4035-4056 - [c114]Linyi Li, Jiawei Zhang, Tao Xie, Bo Li:
Double Sampling Randomized Smoothing. ICML 2022: 13163-13208 - [c113]Zuxin Liu, Zhepeng Cen, Vladislav Isenbaev, Wei Liu, Zhiwei Steven Wu, Bo Li, Ding Zhao:
Constrained Variational Policy Optimization for Safe Reinforcement Learning. ICML 2022: 13644-13668 - [c112]Mantas Mazeika, Bo Li, David A. Forsyth:
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection. ICML 2022: 15241-15254 - [c111]Haoxiang Wang, Bo Li, Han Zhao:
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond. ICML 2022: 22784-22801 - [c110]Haoxiang Wang, Haozhe Si, Bo Li, Han Zhao:
Provable Domain Generalization via Invariant-Feature Subspace Recovery. ICML 2022: 23018-23033 - [c109]Maurice Weber, Linyi Li, Boxin Wang, Zhikuan Zhao, Bo Li, Ce Zhang:
Certifying Out-of-Domain Generalization for Blackbox Functions. ICML 2022: 23527-23548 - [c108]Xiaojun Xu, Jacky Y. Zhang, Evelyn Ma, Hyun Ho Son, Sanmi Koyejo, Bo Li:
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization. ICML 2022: 24770-24802 - [c107]Ayoosh Bansal, Hunmin Kim, Simon Yu, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha:
Verifiable Obstacle Detection. ISSRE 2022: 61-72 - [c106]Mansur Arief
, Zhepeng Cen, Zhenyuan Liu, Zhiyuan Huang, Bo Li, Henry Lam, Ding Zhao
:
Certifiable Evaluation for Autonomous Vehicle Perception Systems using Deep Importance Sampling (Deep IS). ITSC 2022: 1736-1742 - [c105]Pin-Yu Chen, Cho-Jui Hsieh, Bo Li, Sijia Liu:
The Fourth Workshop on Adversarial Learning Methods for Machine Learning and Data Mining (AdvML 2022). KDD 2022: 4858-4859 - [c104]Jiacheng Zhu, Jielin Qiu, Zhuolin Yang, Douglas Weber, Michael A. Rosenberg, Emerson Liu, Bo Li, Ding Zhao:
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction. MLHC 2022: 172-197 - [c103]Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li:
SemAttack: Natural Textual Attacks via Different Semantic Spaces. NAACL-HLT (Findings) 2022: 176-205 - [c102]Bhaskar Ray Chaudhury, Linyi Li, Mintong Kang, Bo Li, Ruta Mehta:
Fairness in Federated Learning via Core-Stability. NeurIPS 2022 - [c101]Wenhao Ding, Haohong Lin, Bo Li, Ding Zhao:
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning. NeurIPS 2022 - [c100]Jiawei Jiang, Lukas Burkhalter, Fangcheng Fu, Bolin Ding, Bo Du, Anwar Hithnawi, Bo Li, Ce Zhang:
VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely? NeurIPS 2022 - [c99]Mintong Kang, Linyi Li, Maurice Weber, Yang Liu, Ce Zhang, Bo Li:
Certifying Some Distributional Fairness with Subpopulation Decomposition. NeurIPS 2022 - [c98]Jing Liu, Chulin Xie, Sanmi Koyejo, Bo Li:
CoPur: Certifiably Robust Collaborative Inference via Feature Purification. NeurIPS 2022 - [c97]Chejian Xu, Wenhao Ding, Weijie Lyu, Zuxin Liu, Shuai Wang, Yihan He, Hanjiang Hu, Ding Zhao, Bo Li:
SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles. NeurIPS 2022 - [c96]Xiaojun Xu, Linyi Li, Bo Li:
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness. NeurIPS 2022 - [c95]Zhuolin Yang, Zhikuan Zhao, Boxin Wang, Jiawei Zhang, Linyi Li, Hengzhi Pei, Bojan Karlas, Ji Liu, Heng Guo, Ce Zhang, Bo Li:
Improving Certified Robustness via Statistical Learning with Logical Reasoning. NeurIPS 2022 - [c94]Huan Zhang, Shiqi Wang, Kaidi Xu, Linyi Li, Bo Li, Suman Jana, Cho-Jui Hsieh, J. Zico Kolter:
General Cutting Planes for Bound-Propagation-Based Neural Network Verification. NeurIPS 2022 - [c93]Jialuo Chen
, Jingyi Wang, Tinglan Peng, Youcheng Sun, Peng Cheng, Shouling Ji, Xingjun Ma, Bo Li, Dawn Song:
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. SP 2022: 824-841 - [c92]Fan Wu, Yunhui Long, Ce Zhang, Bo Li:
LINKTELLER: Recovering Private Edges from Graph Neural Networks via Influence Analysis. SP 2022: 2005-2024 - [c91]Pratyush Maini, Xinyun Chen, Bo Li, Dawn Song:
Perturbation type categorization for multiple adversarial perturbation robustness. UAI 2022: 1317-1327 - [i142]Zuxin Liu, Zhepeng Cen, Vladislav Isenbaev, Wei Liu, Zhiwei Steven Wu, Bo Li, Ding Zhao
:
Constrained Variational Policy Optimization for Safe Reinforcement Learning. CoRR abs/2201.11927 (2022) - [i141]Wenda Chu, Linyi Li, Bo Li:
TPC: Transformation-Specific Smoothing for Point Cloud Models. CoRR abs/2201.12733 (2022) - [i140]Haoxiang Wang, Haozhe Si, Bo Li, Han Zhao:
Provable Domain Generalization via Invariant-Feature Subspace Recovery. CoRR abs/2201.12919 (2022) - [i139]Maurice Weber, Linyi Li, Boxin Wang, Zhikuan Zhao, Bo Li, Ce Zhang:
Certifying Out-of-Domain Generalization for Blackbox Functions. CoRR abs/2202.01679 (2022) - [i138]Xiaojun Xu, Jacky Yibo Zhang, Evelyn Ma, Danny Son, Oluwasanmi Koyejo, Bo Li:
Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization. CoRR abs/2202.01832 (2022) - [i137]Wenhao Ding, Chejian Xu, Mansur Arief, Haohong Lin, Bo Li, Ding Zhao
:
A Survey on Safety-Critical Driving Scenario Generation - A Methodological Perspective. CoRR abs/2202.02215 (2022) - [i136]Boxin Wang, Wei Ping, Chaowei Xiao, Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Bo Li, Anima Anandkumar, Bryan Catanzaro:
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models. CoRR abs/2202.04173 (2022) - [i135]Fan Wu, Linyi Li, Chejian Xu, Huan Zhang, Bhavya Kailkhura, Krishnaram Kenthapadi, Ding Zhao
, Bo Li:
COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks. CoRR abs/2203.08398 (2022) - [i134]Haoxiang Wang, Yite Wang, Ruoyu Sun, Bo Li:
Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning. CoRR abs/2203.09137 (2022) - [i133]Jiacheng Zhu, Gregory Darnell, Agni Kumar, Ding Zhao, Bo Li, XuanLong Nguyen, Shirley You Ren:
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression. CoRR abs/2203.12595 (2022) - [i132]Mansur Arief, Zhepeng Cen, Zhenyuan Liu, Zhiyuan Huang, Henry Lam, Bo Li, Ding Zhao
:
Test Against High-Dimensional Uncertainties: Accelerated Evaluation of Autonomous Vehicles with Deep Importance Sampling. CoRR abs/2204.02351 (2022) - [i131]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao
, Hailin Jin:
MHMS: Multimodal Hierarchical Multimedia Summarization. CoRR abs/2204.03734 (2022) - [i130]Haoxiang Wang, Bo Li, Han Zhao:
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond. CoRR abs/2204.08200 (2022) - [i129]Bojan Karlas, David Dao, Matteo Interlandi, Bo Li, Sebastian Schelter, Wentao Wu, Ce Zhang:
Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines. CoRR abs/2204.11131 (2022) - [i128]Boxin Wang, Chejian Xu, Xiangyu Liu, Yu Cheng, Bo Li:
SemAttack: Natural Textual Attacks via Different Semantic Spaces. CoRR abs/2205.01287 (2022) - [i127]Xiangshan Gao, Xingjun Ma, Jingyi Wang, Youcheng Sun, Bo Li, Shouling Ji, Peng Cheng, Jiming Chen:
VeriFi: Towards Verifiable Federated Unlearning. CoRR abs/2205.12709 (2022) - [i126]Zuxin Liu
, Zijian Guo, Zhepeng Cen, Huan Zhang, Jie Tan, Bo Li, Ding Zhao
:
On the Robustness of Safe Reinforcement Learning under Observational Perturbations. CoRR abs/2205.14691 (2022) - [i125]Mintong Kang, Linyi Li, Maurice Weber, Yang Liu, Ce Zhang, Bo Li:
Certifying Some Distributional Fairness with Subpopulation Decomposition. CoRR abs/2205.15494 (2022) - [i124]Zhangheng Li, Tianlong Chen, Linyi Li, Bo Li, Zhangyang Wang:
Can pruning improve certified robustness of neural networks? CoRR abs/2206.07311 (2022) - [i123]Linyi Li, Jiawei Zhang, Tao Xie, Bo Li:
Double Sampling Randomized Smoothing. CoRR abs/2206.07912 (2022) - [i122]Chejian Xu, Wenhao Ding, Weijie Lyu, Zuxin Liu
, Shuai Wang, Yihan He, Hanjiang Hu, Ding Zhao
, Bo Li:
SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles. CoRR abs/2206.09682 (2022) - [i121]Mantas Mazeika, Bo Li, David A. Forsyth:
How to Steer Your Adversary: Targeted and Efficient Model Stealing Defenses with Gradient Redirection. CoRR abs/2206.14157 (2022) - [i120]Wenhao Ding, Haohong Lin, Bo Li, Ding Zhao
:
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning. CoRR abs/2207.09081 (2022) - [i119]Yuzheng Hu, Tianle Cai, Jinyong Shan, Shange Tang, Chaochao Cai, Ethan Song, Bo Li, Dawn Song:
Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond. CoRR abs/2207.09087 (2022) - [i118]Chulin Xie, Pin-Yu Chen, Ce Zhang, Bo Li:
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM. CoRR abs/2207.10226 (2022) - [i117]Wenda Chu, Chulin Xie, Boxin Wang, Linyi Li, Lang Yin, Han Zhao, Bo Li:
FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data. CoRR abs/2207.10265 (2022) - [i116]Xiaoyuan Liu, Tianneng Shi, Chulin Xie, Qinbin Li, Kangping Hu, Haoyu Kim, Xiaojun Xu, Bo Li, Dawn Song:
UniFed: A Benchmark for Federated Learning Frameworks. CoRR abs/2207.10308 (2022) - [i115]Zhuowen Yuan, Fan Wu, Yunhui Long, Chaowei Xiao, Bo Li:
SecretGen: Privacy Recovery on Pre-Trained Models via Distribution Discrimination. CoRR abs/2207.12263 (2022) - [i114]Jiacheng Zhu, Jielin Qiu, Zhuolin Yang, Douglas Weber, Michael A. Rosenberg, Emerson Liu, Bo Li, Ding Zhao
:
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction. CoRR abs/2208.01220 (2022) - [i113]Huan Zhang, Shiqi Wang, Kaidi Xu, Linyi Li, Bo Li, Suman Jana, Cho-Jui Hsieh, J. Zico Kolter:
General Cutting Planes for Bound-Propagation-Based Neural Network Verification. CoRR abs/2208.05740 (2022) - [i112]William Han, Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Douglas Weber, Bo Li, Ding Zhao:
An Empirical Exploration of Cross-domain Alignment between Language and Electroencephalogram. CoRR abs/2208.06348 (2022) - [i111]Ayoosh Bansal, Hunmin Kim, Simon Yu, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha:
Verifiable Obstacle Detection. CoRR abs/2208.14403 (2022) - [i110]Ayoosh Bansal, Simon Yu, Hunmin Kim, Bo Li, Naira Hovakimyan, Marco Caccamo, Lui Sha:
Synergistic Redundancy: Towards Verifiable Safety for Autonomous Vehicles. CoRR abs/2209.01710 (2022) - [i109]Chulin Xie, Zhong Cao, Yunhui Long, Diange Yang, Ding Zhao
, Bo Li:
Privacy of Autonomous Vehicles: Risks, Protection Methods, and Future Directions. CoRR abs/2209.04022 (2022) - [i108]Chulin Xie, Yunhui Long, Pin-Yu Chen, Bo Li:
Uncovering the Connection Between Differential Privacy and Certified Robustness of Federated Learning against Poisoning Attacks. CoRR abs/2209.04030 (2022) - [i107]Jiawei Zhang, Linyi Li, Ce Zhang, Bo Li:
CARE: Certifiably Robust Learning with Reasoning via Variational Inference. CoRR abs/2209.05055 (2022) - [i106]Mengdi Xu, Zuxin Liu
, Peide Huang, Wenhao Ding, Zhepeng Cen, Bo Li, Ding Zhao
:
Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability. CoRR abs/2209.08025 (2022) - [i105]Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao
, Hailin Jin:
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. CoRR abs/2210.04722 (2022) - [i104]Klara Nahrstedt, Naresh R. Shanbhag, Vikram S. Adve, Nancy M. Amato, Romit Roy Choudhury, Carl A. Gunter, Nam Sung Kim, Olgica Milenkovic, Sayan Mitra, Lav R. Varshney, Yurii Vlasov, Sarita V. Adve, Rashid Bashir, Andreas Cangellaris, James DiCarlo, Katie Driggs Campbell, Nick Feamster, Mattia Gazzola, Karrie Karahalios, Sanmi Koyejo, Paul G. Kwiat, Bo Li, Negar Mehr, Ravish Mehra, Andrew Miller, Daniela Rus, Alexander G. Schwing, Anshumali Shrivastava:
Coordinated Science Laboratory 70th Anniversary Symposium: The Future of Computing. CoRR abs/2210.08974 (2022) - [i103]Xiaojun Xu, Linyi Li, Bo Li:
LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness. CoRR abs/2210.11620 (2022) - [i102]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. CoRR abs/2210.12262 (2022) - [i101]Chaowei Xiao, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Weili Nie, Mingyan Liu, Anima Anandkumar, Bo Li, Dawn Song:
DensePure: Understanding Diffusion Models towards Adversarial Robustness. CoRR abs/2211.00322 (2022) - [i100]Bhaskar Ray Chaudhury, Linyi Li, Mintong Kang, Bo Li, Ruta Mehta:
Fairness in Federated Learning via Core-Stability. CoRR abs/2211.02091 (2022) - [i99]