Yi Huang

Researcher, China Mobile Research Institute

Joined

May 2021

Names

Yi Huang (Preferred)

Emails

****@chinamobile.com (Confirmed)

****@163.com

****@cmjt.chinamobile.com (Confirmed)

Personal Links

Homepage

ORCID

ACL Anthology

Career & Education History

Researcher

China Mobile Research Institute (chinamobile.com)

2014 – Present

Advisors, Relations & Conflicts

Coauthor

Junlan Feng

2014 – Present

Expertise

large language model

2022 – Present

dialogue system

2014 – Present

knowledge engineering

2011 – 2015

Publications

Recast Your Input via a Mapping Function for Alignment
ZHE YANG, Yi Huang, Xiaoting Wu, Chao Deng, Junlan Feng
- Submitted to ICLR 2026
- Readers: Everyone
PAMDP: Interact to Persona Alignment via a Partially Observable Markov Decision Process
ZHE YANG, Yi Huang, Si Chen, Xiaoting Wu, Jingyu Yao, Junlan Feng
- ICLR 2026 Poster
- Readers: Everyone
Big Loop and Atomization: A Holistic Review on the Expansion Capabilities of Large Language Models
Zefa Hu, Yi Huang, Junlan Feng, Chao Deng
- Applied Sciences
- Readers: Everyone
A Progressive Learning Strategy for Medical Natural Language Understanding
ZHE YANG, Yi Huang, Mengfei Guo, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng
- KnowFM @ ACL 2025
- Readers: Everyone
K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling
Yongrui Chen, Yi Huang, Yunchang Liu, Shenyu Zhang, Junhao He, Tongtong Wu, Guilin Qi, Tianxing Wu
- NeurIPS 2025 poster
- Readers: Everyone
Palette of Language Models: A Solver for Controlled Text Generation
Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng
- CoRR 2025
- Readers: Everyone
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM
Jianyu Liu, Yi Huang, Sheng Bi, Junlan Feng, Guilin Qi
- COLING 2025
- Readers: Everyone
Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs
Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, Haohan Xue, Yongrui Chen, Ruoyan Shen, Tongtong Wu
- CoRR 2025
- Readers: Everyone
Enhancing Task-Oriented Dialogue Modeling through Coreference-Enhanced Contrastive Pre-Training
Yi Huang, Si Chen, Yaqin Chen, Junlan Feng, Chao Deng
- Applied Sciences
- Readers: Everyone
The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG)
Yucheng Cai, Si Chen, Yi Huang, Junlan Feng, Zhijian Ou
- CoRR 2024
- Readers: Everyone

View all 13 publications

Co-Authors

View all 28 co-authors