Linyi Li

According to our database, Linyi Li authored at least 56 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Long-term spatiotemporal characteristics of meteorological drought in China from a three-dimensional (longitude, latitude, time) perspective.

Zhen Zhang, Wen Zhang, Beibei Yang, Wenjun Xie, Chongxin Tao, Zhiming Hong, Yijia Xie, Jinglin Li, Linyi Li, Lingkui Meng

Int. J. Appl. Earth Obs. Geoinformation, February, 2024

ConvFormerSR: Fusing Transformers and Convolutional Neural Networks for Cross-Sensor Remote Sensing Imagery Super-Resolution.

Junjie Li, Yizhuo Meng, Chongxin Tao, Zhen Zhang, Xining Yang, Zhe Wang, Xi Wang, Linyi Li, Wen Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits.

Mintong Kang, Nezihe Merve Gürel, Linyi Li, Bo Li

CoRR, 2024

COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks.

Zijian Huang, Wenda Chu, Linyi Li, Chejian Xu, Bo Li

CoRR, 2024

2023

A robust large-scale surface water mapping framework with high spatiotemporal resolution based on the fusion of multi-source remote sensing data.

Junjie Li, Linyi Li, Yanjiao Song, Jiaming Chen, Zhe Wang, Yi Bao, Wen Zhang, Lingkui Meng

Int. J. Appl. Earth Obs. Geoinformation, April, 2023

Can Pruning Improve Certified Robustness of Neural Networks?

Zhangheng Li, Tianlong Chen, Linyi Li, Bo Li, Zhangyang Wang

Trans. Mach. Learn. Res., 2023

Pixel-wise Smoothing for Certified Robustness against Camera Motion Perturbations.

Hanjiang Hu, Zuxin Liu, Linyi Li, Jiacheng Zhu, Ding Zhao

CoRR, 2023

SoK: Certified Robustness for Deep Neural Networks.

Linyi Li, Tao Xie, Bo Li

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

Reliability Assurance for Deep Neural Network Architectures Against Numerical Defects.

Linyi Li, Yuhao Zhang, Luyao Ren, Yingfei Xiong, Tao Xie

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

2022

History Matters: The Impact of Online Customer Reviews Across Product Generations.

Linyi Li, Shyam Gopinath, Stephen J. Carson

Manag. Sci., 2022

CARE: Certifiably Robust Learning with Reasoning via Variational Inference.

Jiawei Zhang, Linyi Li, Ce Zhang, Bo Li

CoRR, 2022

FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data.

Wenda Chu, Chulin Xie, Boxin Wang, Linyi Li, Lang Yin, Han Zhao, Bo Li

CoRR, 2022

COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks.

Fan Wu, Linyi Li, Chejian Xu, Huan Zhang, Bhavya Kailkhura, Krishnaram Kenthapadi, Ding Zhao, Bo Li

CoRR, 2022

General Cutting Planes for Bound-Propagation-Based Neural Network Verification.

Huan Zhang, Shiqi Wang, Kaidi Xu, Linyi Li, Bo Li, Suman Jana, Cho-Jui Hsieh, J. Zico Kolter

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improving Certified Robustness via Statistical Learning with Logical Reasoning.

Zhuolin Yang, Zhikuan Zhao, Boxin Wang, Jiawei Zhang, Linyi Li, Hengzhi Pei, Bojan Karlas, Ji Liu, Heng Guo, Ce Zhang, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness.

Xiaojun Xu, Linyi Li, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Certifying Some Distributional Fairness with Subpopulation Decomposition.

Mintong Kang, Linyi Li, Maurice Weber, Yang Liu, Ce Zhang, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fairness in Federated Learning via Core-Stability.

Bhaskar Ray Chaudhury, Linyi Li, Mintong Kang, Bo Li, Ruta Mehta

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SAPIENTML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions.

Ripon K. Saha, Akira Ura, Sonal Mahajan, Chenguang Zhu, Linyi Li, Yang Hu, Hiroaki Yoshida, Sarfraz Khurshid, Mukul R. Prasad

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Certifying Out-of-Domain Generalization for Blackbox Functions.

Maurice Weber, Linyi Li, Boxin Wang, Zhikuan Zhao, Bo Li, Ce Zhang

Proceedings of the International Conference on Machine Learning, 2022

Double Sampling Randomized Smoothing.

Linyi Li, Jiawei Zhang, Tao Xie, Bo Li

Proceedings of the International Conference on Machine Learning, 2022

TPC: Transformation-Specific Smoothing for Point Cloud Models.

Wenda Chu, Linyi Li, Bo Li

Proceedings of the International Conference on Machine Learning, 2022

On the Certified Robustness for Ensemble Models and Beyond.

Zhuolin Yang, Linyi Li, Xiaojun Xu, Bhavya Kailkhura, Tao Xie, Bo Li

Proceedings of the Tenth International Conference on Learning Representations, 2022

CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing.

Fan Wu, Linyi Li, Zijian Huang, Yevgeniy Vorobeychik, Ding Zhao, Bo Li

Proceedings of the Tenth International Conference on Learning Representations, 2022

COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks.

Fan Wu, Linyi Li, Huan Zhang, Bhavya Kailkhura, Krishnaram Kenthapadi, Ding Zhao, Bo Li

Proceedings of the Tenth International Conference on Learning Representations, 2022

Robustness Certification of Visual Perception Models via Camera Motion Smoothing.

Hanjiang Hu, Zuxin Liu, Linyi Li, Jiacheng Zhu, Ding Zhao

Proceedings of the Conference on Robot Learning, 2022

2021

LabelRS: An Automated Toolbox to Make Deep Learning Samples from Remote Sensing Images.

Junjie Li, Lingkui Meng, Beibei Yang, Chongxin Tao, Linyi Li, Wen Zhang

Remote. Sens., 2021

Sum Achievable Rate Maximization in Orbital Angular Momentum-Based Amplify-and-Forward Two-Way Relay Networks.

Linyi Li, Tuo Wu, Qi Zhang, Jiayin Qin

IEEE Commun. Lett., 2021

Carbon dioxide (CO2) emissions from the service industry, traffic, and secondary industry as revealed by the remotely sensed nighttime light data.

Kaifang Shi, Jingwei Shen, Yizhen Wu, Shirao Liu, Linyi Li

Int. J. Digit. Earth, 2021

TRS: Transferability Reduced Ensemble via Encouraging Gradient Diversity and Model Smoothness.

Zhuolin Yang, Linyi Li, Xiaojun Xu, Shiliang Zuo, Qian Chen, Benjamin I. P. Rubinstein, Ce Zhang, Bo Li

CoRR, 2021

TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness.

Zhuolin Yang, Linyi Li, Xiaojun Xu, Shiliang Zuo, Qian Chen, Pan Zhou, Benjamin I. P. Rubinstein, Ce Zhang, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation.

Jiawei Zhang, Linyi Li, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li

Proceedings of the 38th International Conference on Machine Learning, 2021

TSS: Transformation-Specific Smoothing for Robustness Certification.

Linyi Li, Maurice Weber, Xiaojun Xu, Luka Rimanic, Bhavya Kailkhura, Tao Xie, Ce Zhang, Bo Li

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

Rice Weed detection method on YOLOv4 convolutional neural network.

Dong Hu, Chao Ma, Zhihui Tian, Guohui Shen, Linyi Li

Proceedings of the 2021 International Conference on Artificial Intelligence, 2021

Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks.

Huichen Li, Linyi Li, Xiaojun Xu, Xiaolu Zhang, Shuang Yang, Bo Li

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Spatial Attraction Models Coupled with Elman Neural Networks for Enhancing Sub-Pixel Urban Inundation Mapping.

Linyi Li, Yun Chen, Tingbao Xu, Lingkui Meng, Chang Huang, Kaifang Shi

Remote. Sens., 2020

On the Limitations of Denoising Strategies as Adversarial Defenses.

Zhonghan Niu, Zhaoxi Chen, Linyi Li, Yubin Yang, Bo Li, Jinfeng Yi

CoRR, 2020

SoK: Certified Robustness for Deep Neural Networks.

Linyi Li, Xiangyu Qi, Tao Xie, Bo Li

CoRR, 2020

Provable Robust Learning Based on Transformation-Specific Smoothing.

Linyi Li, Maurice Weber, Xiaojun Xu, Luka Rimanic, Tao Xie, Ce Zhang, Bo Li

CoRR, 2020

A Storage Method for Remote Sensing Images Based on Google S2.

Xujin Wang, Rui Wang, Wen Zhan, Beibei Yang, Linyi Li, Fei Chen, Lingkui Meng

IEEE Access, 2020

Clustering test steps in natural language toward automating test automation.

Linyi Li, Zhenwen Li, Weijie Zhang, Jun Zhou, Pengcheng Wang, Jing Wu, Guanghua He, Xia Zeng, Yuetang Deng, Tao Xie

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

2019

Remote Sensing of Wetland Flooding at a Sub-Pixel Scale Based on Random Forests and Spatial Attraction Models.

Linyi Li, Yun Chen, Tingbao Xu, Kaifang Shi, Rui Liu, Chang Huang, Binbin Lu, Lingkui Meng

Remote. Sens., 2019

Integrating Water Observation from Space Product and Time-Series Flow Data for Modeling Spatio-Temporal Flood Inundation Dynamics.

Chang Huang, Yun Chen, Shiqiang Zhang, Linyi Li, Junfeng Shui, Qihang Liu

Remote. Sens., 2019

Enhanced Super-Resolution Mapping of Urban Floods Based on the Fusion of Support Vector Machine and General Regression Neural Network.

Linyi Li, Yun Chen, Tingbao Xu, Kaifang Shi, Chang Huang, Rui Liu, Binbin Lu, Lingkui Meng

IEEE Geosci. Remote. Sens. Lett., 2019

Robustra: Training Provable Robust Neural Networks over Reference Adversarial Space.

Linyi Li, Zexuan Zhong, Bo Li, Tao Xie

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

SWCTI: Surface Water Content Temperature Index for Assessment of Surface Soil Moisture Status.

Zhiming Hong, Wen Zhang, Changhui Yu, Dongying Zhang, Linyi Li, Lingkui Meng

Sensors, 2018

Integration of fuzzy theory and particle swarm optimization for high-resolution satellite scene recognition.

Linyi Li, Yun Chen, Tingbao Xu

Prog. Artif. Intell., 2018

Influence-Directed Explanations for Deep Convolutional Networks.

Klas Leino, Shayak Sen, Anupam Datta, Matt Fredrikson, Linyi Li

Proceedings of the IEEE International Test Conference, 2018

2017

Fuzzy Classification of High Resolution Remote Sensing Scenes Using Visual Attention Features.

Linyi Li, Tingbao Xu, Yun Chen

Comput. Intell. Neurosci., 2017

Cloud API Testing.

Junyi Wang, Xiaoying Bai, Haoran Ma, Linyi Li, Zhicheng Ji

Proceedings of the 2017 IEEE International Conference on Software Testing, 2017

A Model-Based Framework for Cloud API Testing.

Junyi Wang, Xiaoying Bai, Linyi Li, Zhicheng Ji, Haoran Ma

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

2016

Improved Urban Flooding Mapping from Remote Sensing Images Using Generalized Regression Neural Network-Based Super-Resolution Algorithm.

Linyi Li, Tingbao Xu, Yun Chen

Remote. Sens., 2016

Surface Water Mapping from Suomi NPP-VIIRS Imagery at 30 m Resolution via Blending with Landsat Data.

Chang Huang, Yun Chen, Shiqiang Zhang, Linyi Li, Kaifang Shi, Rui Liu

Remote. Sens., 2016

2010

Study on Approaches of Land Suitability Evaluation for Crop Production Using GIS.

Linyi Li, Jingyin Zhao, Tao Yuan

Proceedings of the Computer and Computing Technologies in Agriculture IV, 2010

2008

Design and Implementation of Aculops Lycopersici Population Dynamic Model Prototype Based on Cellular Automata.

Shuai Zhang, Dongsheng Wang, Linyi Li, Yongda Yuan

Proceedings of the Computer and Computing Technologies in Agriculture II, Volume 2, 2008

2007

Grass Cover Change Model Based on Cellular Automata.

Shuai Zhang, Jingyin Zhao, Linyi Li

Proceedings of the Computer And Computing Technologies In Agriculture, 2007