Mengqi Liao

MS student, Beijing Jiaotong University

Joined

June 2023

Names

Mengqi Liao (Preferred)

Emails

****@bjtu.edu.cn (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

MS student

Beijing Jiaotong University (bjtu.edu.cn)

2023 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

Large Language Model

2024 – Present

Reinforce Learning

2024 – Present

Publications

LoRAGen: Structure-Aware Weight Space Learning for LoRA Generation
Hao Huang, Jingtao Ding, Mengqi Liao, Xin Wang, Jinyang Ban, Yuan Yuan, Huaiyu Wan, Yong Li
- ICLR 2026 Poster
- Readers: Everyone
G-KV: Decoding-Time KV Cache Eviction with Global Attention
Mengqi Liao, Lu Wang, Chaoyun Zhang, Zekai Shen, Xiaowei Mao, Si Qin, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Huaiyu Wan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs
Mengqi Liao, Xiangyu Xi, Ruinian Chen, Jia Leng, Yangen Hu, Ke Zeng, Shuai Liu, Huaiyu Wan
- CoRR 2025
- Readers: Everyone
CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework
Wei Chen, Yuting Wu, Shuhan Wu, Zhiyu Zhang, Mengqi Liao, Youfang Lin, Huaiyu Wan
- AAAI 2025
- Readers: Everyone
HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts
Mengqi Liao, Wei Chen, Junfeng Shen, Shengnan Guo, Huaiyu Wan
- ICLR 2025
- Readers: Everyone
HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts
Mengqi Liao, Wei Chen, Junfeng Shen, Shengnan Guo, Huaiyu Wan
- ICLR 2025 Poster
- Readers: Everyone
KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media
Shuohao Lin, Wei Chen, Yunpeng Gao, Zhishu Jiang, Mengqi Liao, Zhiyu Zhang, Shuyuan Zhao, Huaiyu Wan
- LREC/COLING 2024
- Readers: Everyone

Co-Authors

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