Publications

1

Rethinking KV Cache Eviction via a Unified Information-Theoretic Objective

Jiaming Yang, Chenwei Tang, Liangli Zhen, Jiancheng Lv

International Conference on Machine Learning (ICML 2026)

2

GWQ: Group-wise quantization framework for neural networks

Jiaming Yang, Chenwei Tang, Caiyang Yu, Jiancheng Lv

Asian Conference on Machine Learning (ACML 2024)

3

MPQ-YOLO: Ultra low mixed-precision quantization of YOLO for edge devices deployment

Xinyu Liu, Tao Wang, Jiaming Yang, Chenwei Tang, Jiancheng Lv

Neurocomputing

4

ASQ & POST: A synergistic framework for adaptive and non-uniform quantization

Wenqiang Zhou, Zhendong Yu, Xinyu Liu, Jiaming Yang, Rong Xiao, Tao Wang, Chenwei Tang, Jiancheng Lv

Neurocomputing

5

BOB-YOLO: Balancing Optimization Binarized YOLO via Module-Wise Latency

Xinyu Liu, Wenqiang Zhou, Zhendong Yu, Jiaming Yang, Tao Wang, Chenwei Tang, Jiancheng Lv

ECAI