Mengdi Li

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 56

Top Topics

Stochastic Resonance

Fault Diagnosis

Terrorist Attacks

Top Venues

Knowl. Based Syst.

Biomed. Signal Process. Control.

Publications

Guilin Zhan, Kai Qian, Wenyang Chen, Dandan Xue, Mengdi Li, Jun Zhang, Yonghang Tai
EAswin-unet: Segmenting CT images of COVID-19 with edge-fusion attention. Biomed. Signal Process. Control. 89 (2024)
Dexuan Zou, Mengdi Li, Haibin Ouyang
A non-dominated sorting genetic algorithm III using competition crossover and opposition-based learning for the optimal dispatch of the combined cooling, heating, and power system with photovoltaic thermal collector. Eng. Appl. Artif. Intell. 128 (2024)
Wenhao Lu, Xufeng Zhao, Thilo Fryen, Jae Hee Lee, Mengdi Li, Sven Magg, Stefan Wermter
Causal State Distillation for Explainable Reinforcement Learning. CLeaR (2024)
Lijie Hu, Liang Liu, Shu Yang, Xin Chen, Hongru Xiao, Mengdi Li, Pan Zhou, Muhammad Asif Ali, Di Wang
A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning. CoRR (2024)
Shu Yang, Jiayuan Su, Han Jiang, Mengdi Li, Keyuan Cheng, Muhammad Asif Ali, Lijie Hu, Di Wang
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs. CoRR (2024)
Wenhao Lu, Xufeng Zhao, Thilo Fryen, Jae Hee Lee, Mengdi Li, Sven Magg, Stefan Wermter
Causal State Distillation for Explainable Reinforcement Learning. CoRR (2024)
Shiting Hu, Xuefang Xu, Mengdi Li, Peiming Shi, Ruixiong Li, Shuying Wang
Incremental forecaster using C-C algorithm to phase space reconstruction and broad learning network for short-term wind speed prediction. Eng. Appl. Artif. Intell. 128 (2024)
Xufeng Zhao, Mengdi Li, Wenhao Lu, Cornelius Weber, Jae Hee Lee, Kun Chu, Stefan Wermter
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic. LREC/COLING (2024)
Kun Chu, Xufeng Zhao, Cornelius Weber, Mengdi Li, Wenhao Lu, Stefan Wermter
Large Language Models for Orchestrating Bimanual Robots. CoRR (2024)
Peng Lu, Zhuo Zhang, Mengdi Li
Individual heights and phase transition under crowd emergencies: Agent-based modeling from 2 to 3D. Artif. Intell. Rev. 56 (10) (2023)
Peiming Shi, Jinxia Li, Wenyue Zhang, Mengdi Li, Dongying Han
Characteristic frequency detection of steady-state visual evoked potentials based on filter bank second-order underdamped tristable stochastic resonance. Biomed. Signal Process. Control. 84 (2023)
Xufeng Zhao, Mengdi Li, Cornelius Weber, Muhammad Burhan Hafez, Stefan Wermter
Chat with the Environment: Interactive Multimodal Perception using Large Language Models. CoRR (2023)
Xufeng Zhao, Mengdi Li, Cornelius Weber, Muhammad Burhan Hafez, Stefan Wermter
Chat with the Environment: Interactive Multimodal Perception Using Large Language Models. IROS (2023)
Peng Lu, Mengdi Li, Jiawen Lu, Zhuo Zhang
History dynamics of unified empire in China (770 BC to 476 BC). CAAI Trans. Intell. Technol. 8 (3) (2023)
Peng Lu, Mengdi Li, Zhuo Zhang
The crowd dynamics under terrorist attacks revealed by simulations of three-dimensional agents. Artif. Intell. Rev. 56 (11) (2023)
Zhifang Shi, Yaoping Cui, Liyang Wu, Yan Zhou, Mengdi Li, Shenghui Zhou
Simulation Study on the Effect of Elevated CO2 on Regional Temperature Change on the Loess Plateau. Remote. Sens. 15 (10) (2023)
Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Hai-Tao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
Visually Grounded Commonsense Knowledge Acquisition. AAAI (2023)
Mengdi Li, Dexuan Zou, Haibin Ouyang
Differential evolution algorithm with improved crossover operation for combined heat and power economic dynamic dispatch problem with wind power. J. Comput. Des. Eng. 10 (4) (2023)
Haiju Hu, Yakun Li, Yingyue Li, Mengdi Li, Xiao Yue, Yu Ding
Decisions and Coordination of the Green Supply Chain with Retailers' Fairness Concerns. Syst. 11 (1) (2023)
Xufeng Zhao, Mengdi Li, Wenhao Lu, Cornelius Weber, Jae Hee Lee, Kun Chu, Stefan Wermter
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic. CoRR (2023)
Peng Lu, Mengdi Li, Zhuo Zhang
Vietnam Dynasty and Sandpile Modeling. ChineseCSCW (1) (2023)
Mengdi Li, Xufeng Zhao, Jae Hee Lee, Cornelius Weber, Stefan Wermter
Internally Rewarded Reinforcement Learning. CoRR (2023)
Wenhao Lu, Xufeng Zhao, Sven Magg, Martin Gromniak, Mengdi Li, Stefan Wermter
A Closer Look at Reward Decomposition for High-Level Robotic Explanations. ICDL (2023)
Yulu Hao, Mengdi Li, Jianyu Wang, Xiangyu Li, Junmin Chen
A High-Resolution Spatial Distribution-Based Integration Machine Learning Algorithm for Urban Fire Risk Assessment: A Case Study in Chengdu, China. ISPRS Int. J. Geo Inf. 12 (10) (2023)
Mengdi Li, Xufeng Zhao, Jae Hee Lee, Cornelius Weber, Stefan Wermter
Internally Rewarded Reinforcement Learning. ICML (2023)
Kun Chu, Xufeng Zhao, Cornelius Weber, Mengdi Li, Stefan Wermter
Accelerating Reinforcement Learning of Robotic Manipulations via Feedback from Large Language Models. CoRR (2023)
Peng Lu, Mengdi Li, Sen Fu, Chiamaka Henrietta Onyebuchi, Zhuo Zhang
Modeling the warring states period: History dynamics of initial unified empire in China (475 BC to 221 BC). Expert Syst. Appl. 230 (2023)
Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Haitao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun
Visually Grounded Commonsense Knowledge Acquisition. CoRR (2022)
Xiaowen Sun, Cornelius Weber, Matthias Kerzel, Tom Weber, Mengdi Li, Stefan Wermter
Learning Visually Grounded Human-Robot Dialog in a Hybrid Neural Architecture. ICANN (2) (2022)
Jae Hee Lee, Yuan Yao, Ozan Özdemir, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter
Spatial relation learning in complementary scenarios with deep neural networks. Frontiers Neurorobotics 16 (2022)
Haiju Hu, Yakun Li, Mengdi Li
Decisions and Coordination of Green Supply Chain Considering Big Data Targeted Advertising. J. Theor. Appl. Electron. Commer. Res. 17 (3) (2022)
Hongru Wang, Zhigang Zhang, Wenjuan Zhang, Mengdi Li, Yang Zhang
Support Vector Regression Inverse System Control for Small Wind Turbine MPPT with Parameters' Robustness Improvement. J. Control. Sci. Eng. 2022 (2022)
Jinghui Tian, Dongying Han, Mengdi Li, Peiming Shi
A multi-source information transfer learning method with subdomain adaptation for cross-domain fault diagnosis. Knowl. Based Syst. 243 (2022)
Peng Lu, Zhuo Zhang, Mengdi Li
The Sandpile Model of Japanese Empire Dynamics. ChineseCSCW (2) (2022)
Mengdi Li, Cornelius Weber, Matthias Kerzel, Jae Hee Lee, Zheni Zeng, Zhiyuan Liu, Stefan Wermter
Robotic Occlusion Reasoning for Efficient Object Existence Prediction. CoRR (2021)
Yancai Xiao, Jinyu Xue, Long Zhang, Yujia Wang, Mengdi Li
Misalignment Fault Diagnosis for Wind Turbines Based on Information Fusion. Entropy 23 (2) (2021)
Mengdi Li, Anumol Mathai, Stephen L. H. Lau, Jian Wei Yam, Xiping Xu, Xin Wang
Underwater Object Detection and Reconstruction Based on Active Single-Pixel Imaging and Super-Resolution Convolutional Neural Network. Sensors 21 (1) (2021)
Peng Lu, Hou Yang, Hao Li, Mengdi Li, Zhuo Zhang
Swarm intelligence, social force and multi-agent modeling of heroic altruism behaviors under collective risks. Knowl. Based Syst. 214 (2021)
Yancai Xiao, Jinyu Xue, Mengdi Li, Wei Yang
Low-Pass Filtering Empirical Wavelet Transform Machine Learning Based Fault Diagnosis for Combined Fault of Wind Turbines. Entropy 23 (8) (2021)
Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun
Visual Distant Supervision for Scene Graph Generation. CoRR (2021)
Mengdi Li, Cornelius Weber, Matthias Kerzel, Jae Hee Lee, Zheni Zeng, Zhiyuan Liu, Stefan Wermter
Robotic Occlusion Reasoning for Efficient Object Existence Prediction. IROS (2021)
Jiaonan Ma, Xueli Xu, Mengdi Li, Yan Zhang, Lin Zhang, Ping Ma, Jie Hou, Yulin Lei, Jianguo Liu, Xiaojin Huangfu, Yang Yang, Xianglong Yi, George Cheng, Ji Bai, Xingwu Zhong, Ximing Xu, Yan Wang
Predictive models of aging of the human eye based on ocular anterior segment morphology. J. Biomed. Informatics 120 (2021)
Xuanrui Gong, Yaowen Lv, Xiping Xu, Yuxuan Wang, Mengdi Li
Pose Estimation of Omnidirectional Camera with Improved EPnP Algorithm. Sensors 21 (12) (2021)
Yuan Yao, Ao Zhang, Xu Han, Mengdi Li, Cornelius Weber, Zhiyuan Liu, Stefan Wermter, Maosong Sun
Visual Distant Supervision for Scene Graph Generation. ICCV (2021)
Mengdi Li, Cornelius Weber, Stefan Wermter
Neural Networks for Detecting Irrelevant Questions During Visual Question Answering. ICANN (2) (2020)
Xiying Tang, Yaoping Cui, Nan Li, Yiming Fu, Xiaoyan Liu, Yadi Run, Mengdi Li, Guosong Zhao, Jinwei Dong
Human Activities Enhance Radiation Forcing through Surface Albedo Associated with Vegetation in Beijing. Remote. Sens. 12 (5) (2020)
Daoliang Li, Cheng Li, Yuan Yao, Mengdi Li, Licheng Liu
Modern imaging techniques in plant nutrition analysis: A review. Comput. Electron. Agric. 174 (2020)
Peng Lu, Zhuo Zhang, Mengdi Li, Dianhan Chen, Hou Yang
Agent-based modeling and simulations of terrorist attacks combined with stampedes. Knowl. Based Syst. 205 (2020)
Mengdi Li, Eugene Ch'ng, Alain Yee-Loong Chong, Simon See
An empirical analysis of emoji usage on Twitter. Ind. Manag. Data Syst. 119 (8) (2019)
Wenyue Zhang, Peiming Shi, Mengdi Li, Yongxu Jiao, Dongying Han
Signal Detection Based on Second-Order Underdamped Tristable Stochastic Resonance and Its Application to Weak Fault Diagnosis. IEEE Access 7 (2019)
Lei Wang, Xinchang Deng, Pingping Han, Xianjun Qi, Xiaolong Wu, Mengdi Li, Haihua Xu
Electromagnetic Transient Modeling and Simulation of Power Converters Based on a Piecewise Generalized State Space Averaging Method. IEEE Access 7 (2019)
Mengdi Li, Kai Mu, Ping Zhong, Juan Wen, Yiming Xue
Generating steganographic image description by dynamic synonym substitution. Signal Process. 164 (2019)
Ping Zhong, Mengdi Li, Kai Mu, Juan Wen, Yiming Xue
Image Steganalysis in High-Dimensional Feature Spaces with Proximal Support Vector Machine. Int. J. Digit. Crime Forensics 11 (1) (2019)
Juan Wen, Xuejing Zhou, Mengdi Li, Ping Zhong, Yiming Xue
A novel natural language steganographic framework based on image description neural network. J. Vis. Commun. Image Represent. 61 (2019)
Mengdi Li, Eugene Ch'ng, Alain Yee-Loong Chong, Simon See
Multi-class Twitter sentiment classification with emojis. Ind. Manag. Data Syst. 118 (9) (2018)
Nan Jing, Mengdi Li, Su Zhang
A Research Approach to Detect Unreliable Information in Online Professional Social Networks: Using LinkedIn Mobile as an Example. Int. J. Handheld Comput. Res. 6 (4) (2015)