| 2026 | AAAI | Understanding and Enhancing Differentiable Architecture Search from Information Bottleneck Perspective. | Haidong Kang, Lianbo Ma, Pengjun Chen, Qiang He, Bo Yi |
| 2026 | ACL | QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs. | Taolin Zhang, Haidong Kang, Dongyang Li, Qizhou Chen, Xiaofeng He, Chengyu Wang, Richang Hong |
| 2026 | INFOCOM | RA-MoE: Efficient Edge Federated Learning for Emotion Recognition Based on Resource-Aware Scheduling and Mixture-of-Experts Model. | Aiwen Wang, Xiaoming Yuan, Haidong Kang, Changle Li, Ning Zhang, Celimuge Wu, Jalel Ben Othman |
| 2025 | ICANN | MRT-NAS: Boosting Training-Free NAS via Manifold Regularization. | Pengjun Chen, Yanqiao Zhu, Jian Gao, Haidong Kang, Lianbo Ma |
| 2025 | ICCV | Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS. | Haidong Kang, Lianbo Ma, Pengjun Chen, Guo Yu, Xingwei Wang, Min Huang |
| 2025 | ICML | Revisiting Neural Networks for Few-Shot Learning: A Zero-Cost NAS Perspective. | Haidong Kang |
| 2025 | IJCAI | Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization. | Haidong Kang, Lianbo Ma, Guo Yu, Shangce Gao |
| 2024 | IJCNN | When NAS Meets Anomaly Detection: In Search of Resource-Efficient Architectures in Surveillance Video. | Haidong Kang, Lianbo Ma, Nan Li, Jianlun Ma, Jian Cheng |
| 2024 | IJCNN | Neural Architecture Search based on Brain Storm Optimization Algorithm for Face Detection. | Tian Zhang, Nan Li, Haidong Kang, Jianing Liu, Hongjiang Wang, Lianbo Ma |