Conference Publications

First Author (CF)     Co-Author (CC)     Google Scholar (Up to date)

First Author

[CF003]. “Visual analytics of learning behavior based on the dendritic neuron model.”
International Conference on Knowledge Science, Engineering and Management (KSEM), Page 192-203, 2024.07. CameraReady
👤Authors: Cheng Tang, Li Chen, Gen Li, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Atsushi Shimada.
🔑Keywords: Visual Analytics, Prediction, Learning Behavior, Dendritic Neuron Model.

[CF002]. “Evolutionary neural architecture design of liquid state machine for image classification.”
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Pages 91-95, 2022.05. CameraReady
👤Authors: Cheng Tang, Junkai Ji, Qiuzhen Lin, Yan Zhou.
🔑Keywords: Spiking Neural Network, Liquid State Machine, Neural Architecture, Evolutionary Algorithm, Classification.

[CF001]. “An evolutionary neuron model with dendritic computation for classification and prediction.”
International Conference on Intelligent Computing, Pages 18-36, 2021.08. CameraReady
👤Authors: Cheng Tang, Zhenyu Song, Yajiao Tang, Huimei Tang, Yuxi Wang, Junkai Ji.
🔑Keywords: Dendritic Neuron Model, Firefly Algorithm, Classification, Prediction, Hardwarezation.

Co-Author

[CC021]. “A Three-Step Knowledge Graph Approach Using LLMs In Collaborative Problem Solving-based Stem Education.”
International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2024), Page 51-58, 2024.10. CameraReady
👤Authors: Li Chen, Gen Li, Boxuan Ma, Cheng Tang, Masanori Yamada.
🔑Keywords: Knowledge graph, collaborative problem solving, STEM education, Large Language Model.

[CC020]. “QA-Knowledge Attention for Exam Performance Prediction.”
European Conference on Technology Enhanced Learning (EC-TEL), Page 375-389, 2024.09. CameraReady
👤Authors: Yongle Ren, Cheng Tang, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada.
🔑Keywords: Prediction, Attention, Exam Performance, Neural Network.

[CC019]. “Binocular Disparity Unveils the Mechanisms of Stereo Feature Selectivity: Orientation and Motion.”
International Joint Conference on Neural Networks (IJCNN), Page 1-7, 2024.06. CameraReady
👤Authors: Bin Li, Yuki Todo, Zheng Tang, Cheng Tang.
🔑Keywords: Binocular Disparity, Stereo Vision, 3D Information, Orientation, Motion Direction.

[CC018]. “Chaotic Map-Coded Evolutionary Algorithms for Dendritic Neuron Model Optimization.”
IEEE Congress on Evolutionary Computation (CEC), Page 1-8, 2024.06. CameraReady
👤Authors: Haichuan Yang, Yifei Yang, Yuxin Zhang, Cheng Tang, Koichi Hashimoto, Yuichi Nagata.
🔑Keywords: Metameric Variable-Length Problem, Dendritic Neuron Model, Evolutionary Algorithms, Chaotic Maps.

[CC017]. “LLM-driven ontology learning to augment student performance analysis in higher education.”
International Conference on Knowledge Science, Engineering and Management (KSEM), Page 57-68, 2024.07. CameraReady
👤Authors: Gen Li, Cheng Tang, Daisuke Deguchi, Takayoshi Yamashita, Atsushi Shimada.
🔑Keywords: Educational Data Mining, Ontology, LLM, Knowledge Graph, GNN, Student Performance Prediction.

[CC016]. “How do strategies for using ChatGPT affect knowledge comprehension?”
International Conference on Artificial Intelligence in Education (CCIS), 3260, Page 151-162, 2024.07. CameraReady
👤Authors: Li Chen, Gen Li, Boxuan Ma, Cheng Tang, Atsushi Shimada.
🔑Keywords: Generative AI, Knowledge Comprehension, Reading Behavior, Perceived Understanding, ChatGPT Strategy.

[CC015]. “A high-speed and lightweight siamese tracker based on RepVGG network.”
International Symposium on Autonomous Systems (ISAS), 2024.06. CameraReady
👤Authors: Yiding Li, Cheng Tang, Tsubasa Minematsu, Atsushi Shimada.
🔑Keywords: Visual Object Tracking, RepVGG, Siamese Trackers, Model Compression.

[CC014]. “A novel approach: enhancing data extraction from student handwritten notes using multi-task U-net and GPT-4.”
International Symposium on Autonomous Systems (ISAS), 2024.06. CameraReady
👤Authors: Yunyu Zhou, Cheng Tang, Atsushi Shimada.
🔑Keywords: Learning Analytics, Attention Multi-Task U-Net, GPT-4, Image Segmentation.

[CC013]. “Visibility-aware multi-teacher knowledge distillation for Siamese tracker.”
International Symposium on Autonomous Systems (ISAS), 2024.06. CameraReady
👤Authors: Yiding Li, Cheng Tang, Tsubasa Minematsu, Atsushi Shimada.
🔑Keywords: Visual Object Tracking, Knowledge Distillation, Siamese Trackers, Visible Ratios.

[CC012]. “A deep learning grade prediction model of online learning performance based on knowledge learning representation.”
The 6th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK24 Data Challenge), 2024.03. **
👤Authors: Shuaileng Yuan, Sukrit Leelaluk, Cheng Tang, Li Chen, Fumiya Okubo, Atsushi Shimada.
🔑Keywords: Performance Prediction, Knowledge Representation, TabNet, Behavior Representation.

[CC011]. “Educational data analysis using generative AI.”
The 6th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK24 Data Challenge), 2024.03. CameraReady
👤Authors: Abdul Berr, Sukrit Leelaluk, Cheng Tang, Li Chen, Fumiya Okubo, Atsushi Shimada.
🔑Keywords: Generative AI, Large Language Models, LangChain, Data Analysis, OpenLA.

[CC010]. “A human-in-the-loop annotation framework for surveillance scenarios with enhanced overlapping object detection.”
The 30th International Workshop on Frontiers of Computer Vision 2024 (IW-FCV2024), 2024.02.
👤Authors: Dao Zhou, Tsubasa Minematsu, Cheng Tang, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada.

[CC009]. “Dendritic neural regression model trained by chicken swarm optimization algorithm for bank customer churn prediction.” International Conference on Neural Information Processing (ICNIP), Pages 254–265, 2023.11. CameraReady
👤Authors: Qi Wang, Haiyan Zhang, Junkai Ji, Cheng Tang, Yajiao Tang.
🔑Keywords: Dendritic Neural Regression Model, Chicken Swarm Optimization, Customer Churn Prediction.

[CC008]. “An efficient orientation detection mechanism inspired via orientation-selective amacrine cells.”
2021 4th International Conference on Signal Processing and Machine Learning, Pages 7-11, 2021.10. CameraReady
👤Authors: Fenggang Yuan, Cheng Tang, Yuki Todo, Zheng Tang.
🔑Keywords: Computing Methodologies, Artificial Intelligence, Computer Vision, Computer Vision Representations, Shape Representations.

[CC007]. “The mechanism of motion direction detection from gray images.”
2021 4th International Conference on Signal Processing and Machine Learning, Pages 12-17, 2021.10. CameraReady
👤Authors: Yuxiao Hua, Riku Inoue, Cheng Tang, Yuki Todo, Zheng Tang.
🔑Keywords: Human-Centered Computing, Visualization, Visualization Application Domains, Visual Analytics.

[CC006]. “The mechanism of orientation detection based on dendritic neuron.”
2021 IEEE 4th International Conference on Big Data and Artificial Intelligence (BDAI), Pages 225-229, 2021.08. CameraReady
👤Authors: Xiliang Zhang, Yuki Todo, Cheng Tang, Zheng Tang.
🔑Keywords: Visual Mechanism, Dendritic Neural Model, Orientation Detection, Neural Network.

[CC005]. “An adaptive scaling cuckoo search algorithm.”
2021 4th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE), Pages 562-566, 2021.08. CameraReady
👤Authors: Zhenyu Song, Shuangyu Song, Bin Zhang, Jin Qian, Cheng Tang, Junkai Ji.
🔑Keywords: Self-Adaptive, Cuckoo Search Algorithm, Chaotic.

[CC004]. “Wind speed time series prediction using a single dendritic neuron model.”
2020 2nd International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI), Pages 140-144, 2021.02. CameraReady
👤Authors: Zhenyu Song, Tianle Zhou, Xuemei Yan, Cheng Tang, Junkai Ji.
🔑Keywords: Dendritic Neuron Model, Back-Propagation Algorithm, Wind Speed Time Series, Phase Space Reconstruction.

[CC003]. “A novel plastic neural model with dendritic computation for classification problems.”
International Conference on Intelligent Computing, Pages 471-483, 2020.10. CameraReady
👤Authors: Junkai Ji, Minhui Dong, Cheng Tang, Jiajun Zhao, Shuangbao Song.
🔑Keywords: Neural Network, Dendrite, Plastic, Hypercube, Classification.

[CC002]. “Improving approximate logic neuron model by means of a novel learning algorithm.”
International Conference on Intelligent Computing, Pages 484-496, 2020.10. CameraReady
👤Authors: Jiajun Zhao, Minhui Dong, Cheng Tang, Junkai Ji, Ying He.
🔑Keywords: Neural Network, Dendrite, Learning Algorithm, Classification, Logic Circuit.

[CC001]. “A self-adaptive mechanism embedded gravitational search algorithm.”
2019 12th International Symposium on Computational Intelligence and Design (ISCID), 19649798, Pages 14-15, 2020.05. CameraReady
👤Authors: Zhenyu Song, Cheng Tang, Xingqian Chen, Shuangyu Song, Junkai Ji.
🔑Keywords: Gravitational Search Algorithm, Self-Adaptive, Chaotic, Local Search, Exploitation.