Zhongfeng Kang

31 papers Misc 1Journal 27Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Compositional concept extraction with multimodal large models: A unified framework with thought chain optimization. Expert Syst. Appl. Yuxin Wu, Zichen Song, Sitan Huang, Zhongfeng Kang
2026	J	`jnl`	FDDGNet: An information bottleneck-inspired feature disentanglement network for cross-subject EEG-based emotion recognition. Neurocomputing Yikun Yang, Lifei Duan, Kechen Hou, Zhongfeng Kang, Xiaowei Zhang, Bin Hu
2026	J	`jnl`	ResKANNet: A residual Kolmogorov-Arnold network with multi-scale attention for brain tumor segmentation. Neurocomputing Zhengyi Li, Zhongfeng Kang, Yutong Wang, Xinyu Kang, Shantian Yang, Qinghua Zhao
2026	J	`jnl`	Subspace-constrained graph unlearning for forgetting high-risk compound-protein interactions. Knowl. Based Syst. Yunjian Zhang, Rizhen Hu, Yixuan Li, Zhongfeng Kang
2026	J	`jnl`	When comments aren't what they seem: The social media comment toxicity detector for understanding contextual comments. Expert Syst. Appl. Zichen Song, Xiaopeng Fan, Yutong Wang, Feixuan Yan, Zijin Wu, Zhongfeng Kang
2025	Misc	`conf`	EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling. ICASSP Zichen Song, Sitan Huang, Zhongfeng Kang
2024	J	`jnl`	AVSS: Layer Importance Evaluation in Large Language Models via Activation Variance-Sparsity Analysis. CoRR Zichen Song, Yuxin Wu, Sitan Huang, Zhongfeng Kang
2024	J	`jnl`	EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling. CoRR Zichen Song, Sitan Huang, Zhongfeng Kang
2024	J	`jnl`	Invariant feature based label correction for DNN when Learning with Noisy Labels. Neural Networks Lihui Deng, Bo Yang, Zhongfeng Kang, Yanping Xiang
2024	J	`jnl`	Is word order considered by foundation models? A comparative task-oriented analysis. Expert Syst. Appl. Qinghua Zhao, Jiaang Li, Junfeng Liu, Zhongfeng Kang, Zenghui Zhou
2024	J	`jnl`	Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity. CoRR Zichen Song, Sitan Huang, Yuxin Wu, Zhongfeng Kang
2024	J	`jnl`	Separating hard clean samples from noisy samples with samples' learning risk for DNN when learning with noisy labels. Complex Intell. Syst. Lihui Deng, Bo Yang, Zhongfeng Kang, Jiajin Wu, Shaosong Li, Yanping Xiang
2023	—	`conf`	Active Transfer Learning for 3D Hippocampus Segmentation. MILLanD@MICCAI Ji Wu, Zhongfeng Kang, Sebastian Nørgaard Llambias, Mostafa Mehdipour-Ghazi, Mads Nielsen
2023	J	`jnl`	Causal inference multi-agent reinforcement learning for traffic signal control. Inf. Fusion Shantian Yang, Bo Yang, Zheng Zeng, Zhongfeng Kang
2023	J	`jnl`	Design and Implementation of A Soccer Ball Detection System with Multiple Cameras. CoRR Lei Li, Tianfang Zhang, Zhongfeng Kang, Wenhan Zhang
2023	J	`jnl`	Enhancing text representations separately with entity descriptions. Neurocomputing Qinghua Zhao, Yuxuan Lei, Qiang Wang, Zhongfeng Kang, Junfeng Liu
2023	J	`jnl`	Mask-FPAN: Semi-supervised face parsing in the wild with de-occlusion and UV GAN. Comput. Graph. Lei Li, Tianfang Zhang, Zhongfeng Kang, Xikun Jiang
2023	J	`jnl`	Online transfer learning with partial feedback. Expert Syst. Appl. Zhongfeng Kang, Mads Nielsen, Bo Yang, Lihui Deng, Stephan Sloth Lorenzen
2023	J	`jnl`	Partial feedback online transfer learning with multi-source domains. Inf. Fusion Zhongfeng Kang, Mads Nielsen, Bo Yang, Mostafa Mehdipour-Ghazi
2023	J	`jnl`	TraceNet: Tracing and locating the key elements in sentiment analysis. Knowl. Based Syst. Qinghua Zhao, Junfeng Liu, Zhongfeng Kang, Zenghui Zhou
2022	J	`jnl`	A buffered online transfer learning algorithm with multi-layer network. Neurocomputing Zhongfeng Kang, Bo Yang, Mads Nielsen, Lihui Deng, Shantian Yang
2021	J	`jnl`	A noisy label and negative sample robust loss function for DNN-based distant supervised relation extraction. Neural Networks Lihui Deng, Bo Yang, Zhongfeng Kang, Shantian Yang, Shihu Wu
2021	J	`jnl`	Build complementary models on human feedback for simulation to the real world. Knowl. Based Syst. Zixuan Deng, Yanping Xiang, Zhongfeng Kang
2021	J	`jnl`	IHG-MA: Inductive heterogeneous graph multi-agent reinforcement learning for multi-intersection traffic signal control. Neural Networks Shantian Yang, Bo Yang, Zhongfeng Kang, Lihui Deng
2020	J	`jnl`	Memory-aware gated factorization machine for top-N recommendation. Knowl. Based Syst. Bo Yang, Jing Chen, Zhongfeng Kang, Dongsheng Li
2020	J	`jnl`	Online transfer learning with multiple source domains for multi-class classification. Knowl. Based Syst. Zhongfeng Kang, Bo Yang, Shantian Yang, Xiaomei Fang, Changjian Zhao
2019	J	`jnl`	Cooperative traffic signal control using Multi-step return and Off-policy Asynchronous Advantage Actor-Critic Graph algorithm. Knowl. Based Syst. Shantian Yang, Bo Yang, Hau-San Wong, Zhongfeng Kang
2019	—	`conf`	Hybrid Collaborative Filtering with Semi-Stacked Denoising Autoencoders for Recommendation. DASC/PiCom/DataCom/CyberSciTech Hairui Zou, Chaoxian Chen, Changjian Zhao, Bo Yang, Zhongfeng Kang
2019	J	`jnl`	OTLAMC: An Online Transfer Learning Algorithm for Multi-class Classification. Knowl. Based Syst. Zhongfeng Kang, Bo Yang, Zesong Li, Peng Wang
2018	J	`jnl`	A Gradient Tree Boosting based Approach to Rumor Detecting on Sina Weibo. CoRR Xiao Xiong, Bo Yang, Zhongfeng Kang
2017	—	`conf`	A Study of Optimal Multi-server System Configuration with Variate Deadlines and Rental Prices in Cloud Computing. HCC Zhongfeng Kang, Bo Yang