Liqun Liu

Researcher, Tencent

Joined

February 2024

Names

Liqun Liu (Preferred)

Emails

****@tencent.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Tencent (tencent.com)

2013 – 2026

MS student

Harbin Institute of Technology (hit.edu.cn)

2011 – 2013

Advisors, Relations & Conflicts

Coauthor

Deyi Ji

2025 – Present

Coauthor

Lanyun Zhu

2025 – Present

Coauthor

zhenyu hu

2022 – Present

Coauthor

Mengge Xue

2021 – Present

Coauthor

Kuo Liao

2020 – 2025

Coauthor

Lifeng Wang

2013 – 2025

Coauthor

Zhenhui Xu

2020 – 2024

Coauthor

Meng Zhao

2018 – 2024

Expertise

LLM

Vision–Language Model and AIGC

2013 – Present

Publications

Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA
wenwei li, Ming Xu, Tianle Xia, Lingxiang Hu, Yiding Sun, Linfang Shang, Liqun Liu, Peng Shu, Huan Yu, Jie Jiang
- ACL 2026 Industry Track Oral
- Readers: Everyone
Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training
Tianle Xia, Ming Xu, Lingxiang Hu, Yiding Sun, wenwei li, Linfang Shang, Liqun Liu, Peng Shu, Huan Yu, Jie Jiang
- ACL 2026 Industry Track Poster
- Readers: Everyone
$\mathcal{R}^3$: Advertisement Compliance $\mathcal{R}$ectification via Group-$\mathcal{R}$elative Experience Extractor and Curriculum $\mathcal{R}$einforcement
Yuan Chen, zhenyu hu, Mengge Xue, Cao Te, Liqun Liu, Peng Shu, Huan Yu, Jie Jiang
- ACL 2026 Industry Track Poster
- Readers: Everyone
SSR-A: Spatial- and Semantic-Aware Instructions and Curriculum Reinforcement for Advertisement Compliant Rectification
Cao Te, Mengge Xue, zhenyu hu, Yuan Chen, Liqun Liu, Peng Shu, Huan Yu, Jie Jiang
- ACL 2026 Industry Track Poster
- Readers: Everyone
ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring
Deyi Ji, Junyu Lu, Xuanyi Liu, Liqun Liu, Hailong Zhang, Peng Shu, Huan Yu, Jie Jiang, Tianrun Chen, Lanyun Zhu
- ACL 2026 Industry Track Poster
- Readers: Everyone
DSH-Bench: A Difficulty- and Scenario-Aware Benchmark with Hierarchical Subject Taxonomy for Subject-Driven Text-to-Image Generation
zhenyu hu, Qing Wang, Cao Te, Kuo Liao, Longfei Lu, Liqun Liu, Shuang Li, Hang Chen, Mengge Xue, Chao Deng, Peng Shu, Huan Yu, Jie Jiang
- Submitted to ICLR 2026
- Readers: Everyone
DSH-Bench: A Difficulty- and Scenario-Aware Benchmark with Hierarchical Subject Taxonomy for Subject-Driven Text-to-Image Generation
zhenyu hu, Qing Wang, Cao Te, Kuo Liao, Longfei Lu, Liqun Liu, Shuang Li, Hang Chen, Mengge Xue, Honglin Han, Jianan Li, Chao Deng, Peng Shu
- Submitted to NeurIPS 2025
- Readers: Everyone
Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors
Mengge Xue, Zhenyu Hu, Liqun Liu, Kuo Liao, Shuang Li, Honglin Han, Meng Zhao, Chengguo Yin
- ACL (1) 2024
- Readers: Everyone
Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding
Kuo Liao, Shuang Li, Meng Zhao, Liqun Liu, Mengge Xue, Zhenyu Hu, Honglin Han, Chengguo Yin
- ACL (1) 2024
- Readers: Everyone

View all 17 publications

Co-Authors

View all 72 co-authors