Zhenpeng Su

Joined

June 2023

Names

Zhenpeng Su (Preferred)

zhenpeng su

Emails

****@iie.ac.cn (Confirmed)

****@163.com (Confirmed)

Personal Links

Career & Education History

Researcher

mmu, Kuaishou- 快手科技 (kuaishou.com)

2024 – 2025

MS student

UCAS, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China (iie.ac.cn)

2017 – 2024

Advisors, Relations & Conflicts

Coauthor

Xing W

Present

PhD Advisor

Songlin Hu

Present

Expertise

Large Language Model

Present

Publications

LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
Guangyuan Ma, Yongliang Ma, Xuanrui Gou, Zhenpeng Su, Ming Zhou, Songlin Hu
- ICLR 2026 Poster
- Readers: Everyone
CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts
Zhenpeng Su, Xing Wu, Zijia Lin, Yizhe Xiong, Minxuan Lv, Guangyuan Ma, Hui Chen, Songlin Hu, Guiguang Ding
- CoRR 2024
- Readers: Everyone
MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models
Zhenpeng Su, Zijia Lin, Bai Xue, Hui Chen, Guiguang Ding, Wei Zhou, Songlin Hu
- NAACL-HLT (Findings) 2024
- Readers: Everyone
MaskMoE: Boosting Token-Level Learning via Routing Mask in Mixture-of-Experts
Zhenpeng Su, Zijia Lin, Xue Bai, Xing Wu, Yizhe Xiong, Haoran Lian, Guangyuan Ma, Hui Chen, Guiguang Ding, Wei Zhou, Songlin Hu
- CoRR 2024
- Readers: Everyone
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu
- NAACL-HLT 2024
- Readers: Everyone
Scaffold-BPE: Enhancing Byte Pair Encoding with Simple and Effective Scaffold Token Removal
Haoran Lian, Yizhe Xiong, Jianwei Niu, Shasha Mo, Zhenpeng Su, Zijia Lin, Peng Liu, Hui Chen, Guiguang Ding
- CoRR 2024
- Readers: Everyone
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
Guangyuan Ma, Yongliang Ma, Xing Wu, Zhenpeng Su, Ming Zhou, Songlin Hu
- CoRR 2024
- Readers: Everyone
T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing
Yuntao Li, Zhenpeng Su, Yutian Li, Hanchu Zhang, Sirui Wang, Wei Wu, Yan Zhang
- ICASSP 2023
- Readers: Everyone
HC3 Plus: A Semantic-Invariant Human ChatGPT Comparison Corpus
Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu
- CoRR 2023
- Readers: Everyone

View all 12 publications

Zhenpeng Su

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors