Kong, Zhenglun

SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning

Kong, Z., Dong, P., Ma, X., Meng, X., Niu, W., Sun, M., Shen, X., Yuan, G., Ren, B., Tang, H., et al. (2022) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 169

HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers

Dong, P., Sun, M., Lu, A., Xie, Y., Liu, K., Kong, Z., Meng, X., Li, Z., Lin, X., Fang, Z., et al. (2023) · 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA)

Advanced Neural Network ApplicationsEmbedded Systems Design Techniques

Cited by 128

Token Reduction Should Go Beyond Efficiency in Generative Models -- From Vision, Language to Multimodality

Kong, Z., Li, Y., Zeng, F., Xin, L., Messica, S., Lin, X., Zhao, P., Kellis, M., Tang, H., & Zitnik, M. (2025) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 51

Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge

Shen, X., Dong, P., Lu, L., Kong, Z., Li, Z., Lin, M., Wu, C., & Wang, Y. (2023) · arXiv

Advanced Neural Network ApplicationsIoT and Edge/Fog Computing

Cited by 38

You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model

Tang, S., Wang, Y., Kong, Z., Zhang, T., Li, Y., Ding, C., Wang, Y., Liang, Y., & Xu, D. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 37

TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Gao, S., Zhu, R., Kong, Z., Noori, A., Su, X., Ginder, C., Tsiligkaridis, T., & Zitnik, M. (2025) · arXiv

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 19

HMC-T RAN: A Tensor-core Inspired Hierarchical Model Compression for Transformer-based DNNs on GPU

Huang, S., Chen, S., Peng, H., Manu, D., Kong, Z., Yuan, G., Yang, L., Wang, S., Liu, H., & Ding, C. (2021) · Proceedings of the 2021 Great Lakes Symposium on VLSI

Advanced Neural Network ApplicationsParallel Computing and Optimization Techniques

Cited by 4

RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory

Liu, J., Kong, Z., Yang, C., Yang, F., Li, T., Dong, P., Nanjekye, J., Tang, H., Yuan, G., Niu, W., et al. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0