1. Topic 1: The Brain Dynamics
2. Topic 2: The Optimization and Applications of Language Models
3. Topic 3: The Controlability of Artificial Neural Networks
4. Topic 4: Artificial Neural Networks on Medical Domains

Topic 1: The Brain Dynamics

	Classifying and Scoring Major Depressive Disorders by Residual Neural Networks on Specific Frequencies and Brain Regions Cheng Kang; Daniel Novak; Xujing Yao; Jiayong Xie; Yong Hu. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, DOI: 10.1109/TNSRE.2023.3293051	pdf	code
	Brain Networks of Maintenance, Inhibition and Disinhibition During Working Memory Cheng Kang*; Yuezhi Li*; Daniel Novak; Yudong Zhang; Qinghua Zhou and Yong Hu. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020	pdf	code
	Beta oscillations in major depression – signaling a new cortical circuit for central executive function Li, Y.*, Kang, C.*, Wei, Z., Qu, X., Liu, T., Zhou, Y., and Hu, Y. Scientific reports, 2017	pdf	code
	Depression-related brain connectivity analyzed by EEG event-related phase synchrony measure Li, Y.*, Kang, C.*, Qu, X., Zhou, Y., Wang, W., and Hu, Y. Frontiers in human neuroscience, 2016	pdf	code

Topic 2: The Optimization and Applications of Language Models

	LLM-ABBA: Understand time series via symbolic approximation. Carson, Erin, Xinye Chen, and Cheng Kang. arXiv e-prints (2024): arXiv-2411.	pdf	code
	Quantized symbolic time series approximation. Carson, Erin, Xinye Chen, and Cheng Kang. arXiv preprint arXiv:2411.15209 (2024)	pdf	code
	Domain-Specific Assistant-Instruction on Psychotherapy Chatbot Cheng Kang, Yuqing Cheng, Katerina Urbanovad, Yong Hu, Daneil Novak. ICASSP 2024 WS8 EIHRC	pdf slides	code link
	InA: Inhibition Adaption On Pre-trained Language Models Cheng Kang, Jindich Prokop, Lei Tong, Huiyu Zhou, Yong Hu, Daneil Novak. Neural Networks 178 (2024): 106410	pdf	code
	Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang, Xinye Chen, Yong Hu, Daneil Novak. arXiv preprint arXiv:2402.10107 (2024).	pdf	code
	giMLPs: Gate with Inhibition Mechanism in MLPs Cheng Kang, Jindich Prokop, Lei Tong, Huiyu Zhou, Yong Hu, Daneil Novak. arXiv preprint arXiv:2208.00929, 2023	pdf	code

Topic 3: The Controlability of Artificial Neural Networks

	FuzH-PID:Highly Controllable and Stable DNN for COVID-19 Detection via Improved Stochastic Optimization. Xujing Yao*; Cheng Kang*, Xin Zhang, Shuihua Wang, Yudong Zhang. Expert Systems with Applications 268 (2025): 126323.	pdf	code
	Using Laplace Transform to Optimize the Hallucination of Generation Models. Cheng Kang, Xinye Chen, Daniel Novak, and Xujing Yao. 2024 18th International Conference on Control, Automation, Robotics and Vision (ICARCV). IEEE, 2024.	pdf	code
	Based on What We Can Control Artificial Neural Networks Cheng Kang; Xujing Yao. (2023). arXiv:2310.05692	pdf	code

Topic 4: Artificial Neural Networks on Medical Domains

	Fuzzy Windows with Gaussian Processed Labels for Ordinal Image Scoring Tasks Cheng Kang; Xujing Yao; Daniel Novak. Applied Sciences 13.6 (2023): 4019.	pdf	code
	A heuristic neural network structure relying on fuzzy logic for images scoring Cheng Kang; Xiang Yu; Shui-Hua Wang; David S. Guttery; Hari Mohan Pandey; Yingli Tian and Yudong Zhang, Y. IEEE Transactions on Fuzzy Systems, 2020	pdf	code
	AdaD-FNN for chest CT-based COVID-19 diagnosis Xujing Yao; Ziquan Zhu; Cheng Kang; Shui-Hua Wang; Juan Manuel Gorriz andYu-Dong Zhang. IEEE Transactions on Emerging Topics in Computational Intelligence, 2022	pdf
	ResNet-SCDA-50 for breast abnormality classification Xiang Yu; Cheng Kang; David S. Guttery; Seifedine Kadry; Yang Chen and Yu-Dong Zhang. IEEE / ACM transactions on computational biology and bioinformatics, 2020	pdf