Wei Li

According to our database, Wei Li authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Outlier Matters: Efficient Long-to-Short Reasoning via Outlier-Guided Model Merging.

Qiyuan Zhu, Dezhi Li, Lujun Li, Xiaoyu Qin, Wei Li, Hao Gu, Hua Xu, Sirui Han, Yike Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging.

Lujun Li, Qiyuan Zhu, Jiacheng Wang, Xiaoyu Qin, Wei Li, Hao Gu, Sirui Han, Yike Guo

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging.

Lujun Li, Qiyuan Zhu, Jiacheng Wang, Wei Li, Hao Gu, Sirui Han, Yike Guo

CoRR, June, 2025

MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition.

Wei Li, Lujun Li, Hao Gu, You-Liang Huang, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo

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

Delta Decompression for MoE-based LLMs Compression.

Hao Gu, Wei Li, Lujun Li, Qiyuan Zhu, Mark G. Lee, Shengjie Sun, Wei Xue, Yike Guo

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

AIRA: Activation-Informed Low-Rank Adaptation for Large Models.

Lujun Li, Dezhi Li, Cheng Lin, Wei Li, Wei Xue, Sirui Han, Yike Guo

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

Efficient Fine-Tuning of Large Models Via Nested Low-Rank Adaptation.

Lujun Li, Cheng Lin, Dezhi Li, You-Liang Huang, Wei Li, Tianyu Wu, Jie Zou, Wei Xue, Sirui Han, Yike Guo

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

BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios.

Wei Li, Lujun Li, Mark G. Lee, Shengjie Sun, Lei Zhang, Wei Xue, Yike Guo

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment.

Wei Li, Lujun Li, Mark G. Lee, Shengjie Sun

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2021

UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation.

Wei Li, Harish Tayyar Madabushi, Mark Lee

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021