Xinze Li

PhD student, Northeastern University

Joined

October 2023

Names

Xinze Li (Preferred)

Emails

****@gmail.com (Confirmed)

****@stu.neu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Northeastern University (neu.edu.cn)

2024 – Present

MS student

Northeastern University (neu.edu.cn)

2022 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Ge Yu

2024 – Present

Expertise

No areas of expertise listed

Publications

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong
- ICLR 2025 Poster
- Readers: Everyone
Enhancing the Code Debugging Ability of LLMs via Communicative Agent Based Data Refinement
Weiqing Yang, Hanbin Wang, Zhenghao Liu, Xinze Li, Yukun Yan, Shuo Wang, Yu Gu, Minghe Yu, Zhiyuan Liu, Ge Yu
- CoRR 2024
- Readers: Everyone
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong
- CoRR 2024
- Readers: Everyone
Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yukun Yan, Shuo Wang, Ge Yu
- CoRR 2024
- Readers: Everyone
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin
Tianshuo Zhou, Sen Mei, Xinze Li, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu, Yu Gu, Ge Yu
- ACL (1) 2024
- Readers: Everyone
Building A Coding Assistant via the Retrieval-Augmented Language Model
Xinze Li, Hanbin Wang, Zhenghao Liu, Shi Yu, Shuo Wang, Yukun Yan, Yukai Fu, Yu Gu, Ge Yu
- CoRR 2024
- Readers: Everyone
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data
Xinze Li, Zhenghao Liu, Chenyan Xiong, Shi Yu, Yu Gu, Zhiyuan Liu, Ge Yu
- CoRR 2023
- Readers: Everyone

Xinze Li

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards

Enhancing the Code Debugging Ability of LLMs via Communicative Agent Based Data Refinement

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards

Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression

MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin

Building A Coding Assistant via the Retrieval-Augmented Language Model

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data

Co-Authors