Welcome to Peijun's Website!

Peijun Qing

About Me



Hi! I'm Peijun, a second-year Ph.D. student in Computer Science at Dartmouth College, working with Prof. Soroush Vosoughi and co-advised by Prof. Saeed Hassanpour. Prior to Dartmouth, I received my bachelor's degree from Xidian University, where I explored knowledge-augmented LLMs.


Research: I am generally interested in language model behavior, with the current focus on LLM alignment. Before that, I worked on improving robustness and efficiency of LLMs and optimizing complex reasoning. I am extremely interested in developing simple yet scalable methods to address intricate real-world scenarios.



Publications

* indicates equal contribution

AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality
Peijun Qing, Chongyang Gao, Yefan Zhou, Xingjian Diao, Yaoqing Yang, Soroush Vosoughi
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.

Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models
Fobo Shi*, Peijun Qing*, Dong Yang*, Nan Wang, Youbo Lei, Haonan Lu, Xiaodong Lin, Duantengchuan Li
North American Chapter of the Association for Computational Linguistics (NAACL), 2023.

GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs
Dong Yang*, Peijun Qing*, Yang Li, Haonan Lu, Xiaodong Lin
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022, Oral Presentation.

News
  • October 2024: One paper was accepted by EMNLP 2024. Many thanks to the co-authors!
  • September 2023: Hi!
Teaching
Service
  • Reviewer: NeurIPS 2024, ICLR2025, AISTATS 2025, ICASSP 2025.