Haidong Kang

According to our database, Haidong Kang authored at least 21 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Survey on Efficient Large Language Models: Principles, Algorithms, Applications, and Open Issues.

Jian Cheng, Haidong Kang, Yuxin Shao, Nan Li, Pengjun Chen, Rui Wang, Saiqin Long, Xiaochun Yang, Lianbo Ma

IEEE Trans. Neural Networks Learn. Syst., May, 2026

Unlocking the Potential of Continual Model Merging: An ODE Perspective.

Lihong Lin, Haidong Kang

CoRR, May, 2026

Understanding and Enhancing Differentiable Architecture Search from Information Bottleneck Perspective.

Haidong Kang, Lianbo Ma, Pengjun Chen, Qiang He, Bo Yi

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Revolutionizing Mixed Precision Quantization: Towards Training-free Automatic Proxy Discovery via Large Language Models.

Haidong Kang, Jun Du, Lihong Lin

CoRR, December, 2025

Automatic Attack Discovery for Few-Shot Class-Incremental Learning via Large Language Models.

Haidong Kang, Wei Wu, Hanling Wang

CoRR, December, 2025

Breaking Forgetting: Training-Free Few-Shot Class-Incremental Learning via Conditional Diffusion.

Haidong Kang, Ketong Qian, Yi Lu

CoRR, November, 2025

Breaking Expert Knowledge Limits: Self-Pruning for Large Language Models.

Haidong Kang, Lihong Lin, Enneng Yang, Hongning Dai, Hao Wang

CoRR, November, 2025

QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs.

Taolin Zhang, Haidong Kang, Dongyang Li, Qizhou Chen, Chengyu Wang, Xiaofeng He, Richang Hong

CoRR, June, 2025

Evolving neural network for few-shot learning via training-free NAS.

Haidong Kang, Nan Jiang, Jianming Zhao, Shi Cheng, Hongjiang Wang, Lianbo Ma

Swarm Evol. Comput., 2025

Series-MMC Hybrid for Enhancing Grid-Forming Control of Offshore Wind Turbines Connected to Diode-Based HVdc Transmission.

Haidong Kang, Bingyang Wu, Yang Huang, Kailun Wang, Yue Shen, Weihan Hao, Qiang Song, Yajun Lei

IEEE Access, 2025

HoloTrace: LLM-based Bidirectional Causal Knowledge Graph for Edge-Cloud Video Anomaly Detection.

Hanling Wang, Qing Li, Li Chen, Haidong Kang, Fei Ma, Yong Jiang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization.

Haidong Kang, Lianbo Ma, Guo Yu, Shangce Gao

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Revisiting Neural Networks for Few-Shot Learning: A Zero-Cost NAS Perspective.

Haidong Kang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS.

Haidong Kang, Lianbo Ma, Pengjun Chen, Guo Yu, Xingwei Wang, Min Huang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

MRT-NAS: Boosting Training-Free NAS via Manifold Regularization.

Pengjun Chen, Yanqiao Zhu, Jian Gao, Haidong Kang, Lianbo Ma

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2025, 2025

2024

ParaLoupe: Real-Time Video Analytics on Edge Cluster via Mini Model Parallelization.

Hanling Wang, Qing Li, Haidong Kang, Dieli Hu, Lianbo Ma, Gareth Tyson, Zhenhui Yuan, Yong Jiang

IEEE Trans. Mob. Comput., December, 2024

Single-Domain Generalized Predictor for Neural Architecture Search System.

Lianbo Ma, Haidong Kang, Guo Yu, Qing Li, Qiang He

IEEE Trans. Computers, May, 2024

Neural Architecture Search based on Brain Storm Optimization Algorithm for Face Detection.

Tian Zhang, Nan Li, Haidong Kang, Jianing Liu, Hongjiang Wang, Lianbo Ma

Proceedings of the International Joint Conference on Neural Networks, 2024

When NAS Meets Anomaly Detection: In Search of Resource-Efficient Architectures in Surveillance Video.

Haidong Kang, Lianbo Ma, Nan Li, Jianlun Ma, Jian Cheng

Proceedings of the International Joint Conference on Neural Networks, 2024

2022

Multiple Residual Quantization of Pruning.

Yuee Zhou, Haidong Kang, Tian Zhang, Lianbo Ma, TieJun Xing

Proceedings of the Data Mining and Big Data - 7th International Conference, 2022

2019

A Dynamic Scene Recognition Method for Event-Based Social Network.

Haidong Kang, Tianhan Gao, Nan Guo

Proceedings of the Innovative Mobile and Internet Services in Ubiquitous Computing, 2019