Lianhui Qin

Assistant Professor, University of California, San Diego

Joined

July 2019

Names

Lianhui Qin (Preferred)

Emails

****@cs.washington.edu (Confirmed)

****@ucsd.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

University of California, San Diego (ucsd.edu)

2024 – 2050

Postdoc

Allen Institute for Artificial Intelligence (allenai.org)

2023 – 2024

PhD student

University of Washington (uw.edu)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Yejin Choi

2018 – 2023

Expertise

commonsense reasoning

2018 – Present

LLM reasoning

2018 – Present

text generation

2016 – Present

dialogue

2016 – Present

Publications

LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning
Haoqiang Kang, Yizhe Zhang, Nikki Lijing Kuang, Nicklas Majamaki, Navdeep Jaitly, Yian Ma, Lianhui Qin
- ICLR 2026 Poster
- Readers: Everyone
Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation
Yuhan Liu, Lianhui Qin, Shenji Wan
- ICLR 2026 Poster
- Readers: Everyone
ArcMemo: Abstract Reasoning Composition with Lifelong LLM Memory
Matthew Ho, Chen Si, Zhaoxiang Feng, Fangxu Yu, Yichi Yang, Zhijian Liu, Zhiting Hu, Lianhui Qin
- Submitted to ICLR 2026
- Readers: Everyone
Blocks, Bots, and Bottlenecks: Studying Real-time and Adaptive Multi-Agent LLM Collaboration
Isadora White, Kolby Nottingham, Max Robinson, Ayush Parasbhai Maniar, Mehul Maheshwari, Hansen Lillemark, Lianhui Qin, Prithviraj Ammanabrolu
- LAW
- Readers: Everyone
Collaborating Action by Action: A Multi-agent LLM Framework for Embodied Reasoning
Isadora White, Kolby Nottingham, Ayush Parasbhai Maniar, Max Robinson, Hansen Lillemark, Mehul Maheshwari, Lianhui Qin, Prithviraj Ammanabrolu
- Arxiv
- Readers: Everyone
REASONING COMPILER: LLM-Guided Optimizations for Efficient Model Serving
Annabelle Sujun Tang, Christopher Priebe, Rohan Mahapatra, Lianhui Qin, Hadi Esmaeilzadeh
- NeurIPS 2025 poster
- Readers: Everyone
SimWorld: An Open-ended Simulator for Agents in Physical and Social Worlds
Xiaokang Ye, Jiawei Ren, Yan Zhuang, Xuhong He, Yiming Liang, Yiqing Yang, Mrinaal Dogra, Xianrui Zhong, Eric Liu, Kevin Benavente, Rajiv Mandya Nagaraju, Dhruv Vivek Sharma, Ziqiao Ma, Tianmin Shu, Zhiting Hu, Lianhui Qin
- NeurIPS 2025 spotlight
- Readers: Everyone
SimWorld-Robotics: Synthesizing Photorealistic and Dynamic Urban Environments for Multimodal Robot Navigation and Collaboration
Yan Zhuang, Jiawei Ren, Xiaokang Ye, Jianzhi Shen, Ruixuan Zhang, Tianai Yue, Muhammad Faayez, Xuhong He, Xiyan Zhang, Ziqiao Ma, Lianhui Qin, Zhiting Hu, Tianmin Shu
- NeurIPS 2025 poster
- Readers: Everyone
KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows
Zaifeng Pan, AJJKUMAR PATEL, Yipeng Shen, Zhengding Hu, Yue Guan, Wan-Lu Li, Lianhui Qin, Yida Wang, Yufei Ding
- NeurIPS 2025 poster
- Readers: Everyone
Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
Xingang Guo, Yaxin Li, XiangYi Kong, YILAN JIANG, Xiayu Zhao, Zhihua Gong, Yufan Zhang, Daixuan Li, Tianle Sang, Beixiao Zhu, Gregory Jun, Yingbing Huang, Yiqi Liu, Yuqi Xue, Rahul Dev Kundu, Qi Jian Lim, Yizhou Zhao, Luke Alexander Granger, Mohamed Badr Younis, Darioush Keivan et al. (45 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone

View all 27 publications

Co-Authors

View all 625 co-authors