Yixia Li

According to our database, Yixia Li authored at least 12 papers between 2019 and 2025.

Collaborative distances:

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

2025

Cantonese natural language processing in the transformers era: a survey and current challenges.

Rong Xiang, Emmanuele Chersoni, Yixia Li, Jing Li, Chu-Ren Huang, Yushan Pan, Yushi Li

Lang. Resour. Evaluation, June, 2025

ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs.

Yan Yang, Yixia Li, Hongru Wang, Xuetao Wei, Jianqiao Yu, Yun Chen, Guanhua Chen

CoRR, April, 2025

MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning.

Hanqing Wang, Yixia Li, Shuo Wang, Guanhua Chen, Yun Chen

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy.

Zhiwen Ruan, Yixia Li, He Zhu, Longyue Wang, Weihua Luo, Kaifu Zhang, Yun Chen, Guanhua Chen

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only.

He Zhu, Yifan Ding, Yicheng Tao, Zhiwen Ruan, Yixia Li, Wenjia Zhang, Yun Chen, Guanhua Chen

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

ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs.

Yan Yang, Yixia Li, Hongru Wang, Xuetao Wei, James Jianqiao Yu, Yun Chen, Guanhua Chen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning.

Hanqing Wang, Zeguan Xiao, Yixia Li, Shuo Wang, Guanhua Chen, Yun Chen

CoRR, 2024

SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation.

Yixia Li, Boya Xiong, Guanhua Chen, Yun Chen

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

PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning.

Tianci Xue, Ziqi Wang, Yixia Li, Yun Chen, Guanhua Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

TADIS: Steering Models for Deep-Thinking about Demonstration Examples.

Tianci Xue, Ziqi Wang, Yixia Li, Yun Chen, Guanhua Chen

CoRR, 2023

UniPoll: A Unified Social Media Poll Generation Framework via Multi-Objective Optimization.

Yixia Li, Rong Xiang, Yanlin Song, Jing Li

CoRR, 2023

2019

Electric Power Grid Invulnerability Under Intentional Edge-Based Attacks.

Yixia Li, Shudong Li, Yanshan Chen, Peiyan He, Xiaobo Wu, Weihong Han

Proceedings of the Dependability in Sensor, Cloud, and Big Data Systems and Applications, 2019