Qun Liu

Huawei Noah's Ark Lab

36 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7000-1792 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×13 EMNLP ×8 AAAI ×5 ICLR ×4 NAACL ×3 CVPR ×1 NeurIPS ×1 WACV ×1

Frequent coauthors

Lifeng Shang

×21

Xin Jiang

×18

Xingshan Zeng

×10

Liangyou Li

×10

Yasheng Wang

×10

Kam-Fai Wong

×7

Xiaoguang Li

×7

Weiwen Liu

×6

Yufei Wang

×6

Zezhong Wang

×5

Zhili Liu

×4

Lanqing Hong

×4

Papers

ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning
AAAI 2026 ·
Xingshan Zeng
,
Weiwen Liu
,
Xu Huang
,
Zezhong Wang
,
Lingzhi Wang
,
Liangyou Li
,
Yasheng Wang
,
Lifeng Shang
,
Xin Jiang
,
Ruiming Tang
, Qun Liu
A Comprehensive Evaluation on Event Reasoning of Large Language Models
AAAI 2025 ·
Zhengwei Tao
,
Zhi Jin
,
Yifan Zhang
,
Xiancai Chen
,
Haiyan Zhao
,
Jia Li
,
Bin Liang
,
Chongyang Tao
, Qun Liu,
Kam-Fai Wong
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step
NAACL 2025 ·
Zezhong Wang
,
Xingshan Zeng
,
Weiwen Liu
,
Yufei Wang
,
Liangyou Li
,
Yasheng Wang
,
Lifeng Shang
,
Xin Jiang
, Qun Liu,
Kam-Fai Wong
Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning
EMNLP 2025 ·
Yunhao Gou
,
Hansi Yang
,
Zhili Liu
,
Kai Chen
,
Yihan Zeng
,
Lanqing Hong
,
Zhenguo Li
, Qun Liu,
Bo Han
,
James Kwok
,
Yu Zhang
EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
CVPR 2025 ·
Kai Chen
,
Yunhao Gou
,
Runhui Huang
,
Zhili Liu
,
Daxin Tan
,
Jing Xu
,
Chunwei Wang
,
Yi Zhu
,
Yihan Zeng
,
Kuo Yang
,
Dingdong Wang
,
Kun Xiang
,
Haoyuan Li
,
Haoli Bai
,
Jianhua Han
,
Xiaohui Li
,
Weike Jin
,
Nian Xie
,
Yu Zhang
,
James T. Kwok
,
Hengshuang Zhao
,
Xiaodan Liang
,
Dit-Yan Yeung
,
Xiao Chen
,
Zhenguo Li
,
Wei Zhang
, Qun Liu,
Lanqing Hong
,
Lu Hou
,
Hang Xu
Efficient Inference for Large Language Models -Algorithm, Model, and System
EMNLP 2025 ·
Xuefei Ning
,
Guohao Dai
,
Haoli Bai
,
Lu Hou
,
Yu Wang
, Qun Liu
Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding
AAAI 2025 ·
Yueqian Wang
,
Xiaojun Meng
,
Yuxuan Wang
,
Jianxin Liang
, Qun Liu,
Dongyan Zhao
Hierarchical Memory Organization for Wikipedia Generation
ACL 2025 ·
Eugene J. Yu
,
Dawei Zhu
,
Yifan Song
,
Xiangyu Wong
,
Jiebin Zhang
,
Wenxuan Shi
,
Xiaoguang Li
, Qun Liu,
Sujian Li
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework
ACL 2025 ·
Kaishuai Xu
,
Tiezheng Yu
,
Yi Cheng
,
Wenjun Hou
,
Liangyou Li
,
Xin Jiang
,
Lifeng Shang
, Qun Liu,
Wenjie Li
Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment
ACL 2025 ·
Zhili Liu
,
Yunhao Gou
,
Kai Chen
,
Lanqing Hong
,
Jiahui Gao
,
Fei Mi
,
Yu Zhang
,
Zhenguo Li
,
Xin Jiang
, Qun Liu,
James T. Kwok
More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression
EMNLP 2025 ·
Jiebin Zhang
,
Dawei Zhu
,
Yifan Song
,
Wenhao Wu
,
Chuqiao Kuang
,
Xiaoguang Li
,
Lifeng Shang
, Qun Liu,
Sujian Li
ReAttention: Training-Free Infinite Context with Finite Attention Scope
ICLR 2025 ·
Xiaoran Liu
,
Ruixiao Li
,
Zhigeng Liu
,
Qipeng Guo
,
Yuerong Song
,
Kai Lv
,
Hang Yan
,
Linlin Li
, Qun Liu,
Xipeng Qiu
RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models
NeurIPS 2025 ·
Junda Zhu
,
Jun Ai
,
Yujun Li
,
Yichun Yin
,
Yasheng Wang
,
Lifeng Shang
, Qun Liu
Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification
ACL 2025 ·
Chengwu Liu
,
Ye Yuan
,
Yichun Yin
,
Yan Xu
,
Xin Xu
,
Zaoyu Chen
,
Yasheng Wang
,
Lifeng Shang
, Qun Liu,
Ming Zhang
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning
EMNLP 2025 ·
Zezhong Wang
,
Xingshan Zeng
,
Weiwen Liu
,
Yufei Wang
,
Liangyou Li
,
Yasheng Wang
,
Lifeng Shang
,
Xin Jiang
, Qun Liu,
Kam-Fai Wong
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
ACL 2025 ·
Kaishuai Xu
,
Tiezheng Yu
,
Wenjun Hou
,
Yi Cheng
,
Chak Tou Leong
,
Liangyou Li
,
Xin Jiang
,
Lifeng Shang
, Qun Liu,
Wenjie Li
ToolACE: Winning the Points of LLM Function Calling
ICLR 2025 ·
Weiwen Liu
,
Xu Huang
,
Xingshan Zeng
,
Xinlong Hao
,
Shuai Yu
,
Dexun Li
,
Shuai Wang
,
Weinan Gan
,
Zhengying Liu
,
Yuanqing Yu
,
Zezhong Wang
,
Yuxian Wang
,
Wu Ning
,
Yutai Hou
,
Bin Wang
,
Chuhan Wu
,
Xinzhi Wang
,
Yong Liu
,
Yasheng Wang
,
Duyu Tang
,
Dandan Tu
,
Lifeng Shang
,
Xin Jiang
,
Ruiming Tang
,
Defu Lian
, Qun Liu,
Enhong Chen
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis
NAACL 2025 ·
Zezhong Wang
,
Xingshan Zeng
,
Weiwen Liu
,
Liangyou Li
,
Yasheng Wang
,
Lifeng Shang
,
Xin Jiang
, Qun Liu,
Kam-Fai Wong
Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models
WACV 2025 ·
Weixi Weng
,
Rui Zhang
,
Xiaojun Meng
,
Jieming Zhu
, Qun Liu,
Chun Yuan
"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation
EMNLP 2024 ·
Nandan Thakur
,
Luiz Bonifacio
,
Xinyu Zhang
,
Odunayo Ogundepo
,
Ehsan Kamalloo
,
David Alfonso-Hermelo
,
Xiaoguang Li
, Qun Liu,
Boxing Chen
,
Mehdi Rezagholizadeh
,
Jimmy Lin
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
EMNLP 2024 ·
Fengran Mo
,
Abbas Ghaddar
,
Kelong Mao
,
Mehdi Rezagholizadeh
,
Boxing Chen
, Qun Liu,
Jian-Yun Nie
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
ACL 2024 ·
Mohammad Dehghan
,
Mohammad Ali Alomrani
,
Sunyam Bagga
,
David Alfonso-Hermelo
,
Khalil Bibi
,
Abbas Ghaddar
,
Yingxue Zhang
,
Xiaoguang Li
,
Jianye Hao
, Qun Liu,
Jimmy Lin
,
Boxing Chen
,
Prasanna Parthasarathi
,
Mahdi Biparva
,
Mehdi Rezagholizadeh
Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions
ACL 2024 ·
Xuming Hu
,
Xiaochuan Li
,
Junzhe Chen
,
Yinghui Li
,
Yangning Li
,
Xiaoguang Li
,
Yasheng Wang
, Qun Liu,
Lijie Wen
,
Philip S. Yu
,
Zhijiang Guo
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
ACL 2024 ·
Yuxin Jiang
,
Yufei Wang
,
Xingshan Zeng
,
Wanjun Zhong
,
Liangyou Li
,
Fei Mi
,
Lifeng Shang
,
Xin Jiang
, Qun Liu,
Wei Wang
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
ICLR 2024 ·
Kai Chen
,
Chunwei Wang
,
Kuo Yang
,
Jianhua Han
,
Lanqing Hong
,
Fei Mi
,
Hang Xu
,
Zhengying Liu
,
Wenyong Huang
,
Zhenguo Li
,
Dit-Yan Yeung
,
Lifeng Shang
,
Xin Jiang
, Qun Liu
Learning to Edit: Aligning LLMs with Knowledge Editing
ACL 2024 ·
Yuxin Jiang
,
Yufei Wang
,
Chuhan Wu
,
Wanjun Zhong
,
Xingshan Zeng
,
Jiahui Gao
,
Liangyou Li
,
Xin Jiang
,
Lifeng Shang
,
Ruiming Tang
, Qun Liu,
Wei Wang
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models
ACL 2024 ·
Wai-Chung Kwan
,
Xingshan Zeng
,
Yufei Wang
,
Yusen Sun
,
Liangyou Li
,
Yuxin Jiang
,
Lifeng Shang
, Qun Liu,
Kam-Fai Wong
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models
EMNLP 2024 ·
Wai-Chung Kwan
,
Xingshan Zeng
,
Yuxin Jiang
,
Yufei Wang
,
Liangyou Li
,
Lifeng Shang
,
Xin Jiang
, Qun Liu,
Kam-Fai Wong
Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk
EMNLP 2024 ·
Zhiyuan Zeng
,
Qipeng Guo
,
Xiaoran Liu
,
Zhangyue Yin
,
Wentao Shu
,
Mianqiu Huang
,
Bo Wang
,
Yunhua Zhou
,
Linlin Li
, Qun Liu,
Xipeng Qiu
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
ACL 2024 ·
Shijue Huang
,
Wanjun Zhong
,
Jianqiao Lu
,
Qi Zhu
,
Jiahui Gao
,
Weiwen Liu
,
Yutai Hou
,
Xingshan Zeng
,
Yasheng Wang
,
Lifeng Shang
,
Xin Jiang
,
Ruifeng Xu
, Qun Liu
Preparing Lessons for Progressive Training on Language Models
AAAI 2024 ·
Yu Pan
,
Ye Yuan
,
Yichun Yin
,
Jiaxin Shi
,
Zenglin Xu
,
Ming Zhang
,
Lifeng Shang
,
Xin Jiang
, Qun Liu
Prompt-Based Length Controlled Generation with Multiple Control Types
ACL 2024 ·
Renlong Jie
,
Xiaojun Meng
,
Lifeng Shang
,
Xin Jiang
, Qun Liu
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
ACL 2024 ·
Haochen Tan
,
Zhijiang Guo
,
Zhan Shi
,
Lu Xu
,
Zhili Liu
,
Yunlong Feng
,
Xiaoguang Li
,
Yasheng Wang
,
Lifeng Shang
, Qun Liu,
Linqi Song
Retrieval-based Disentangled Representation Learning with Natural Language Supervision
ICLR 2024 ·
Jiawei Zhou
,
Xiaoguang Li
,
Lifeng Shang
,
Xin Jiang
, Qun Liu,
Lei Chen
Unsupervised Extractive Summarization with Learnable Length Control Strategies
AAAI 2024 ·
Renlong Jie
,
Xiaojun Meng
,
Xin Jiang
, Qun Liu
Visually Guided Generative Text-Layout Pre-training for Document Intelligence
NAACL 2024 ·
Zhiming Mao
,
Haoli Bai
,
Lu Hou
,
Lifeng Shang
,
Xin Jiang
, Qun Liu,
Kam-Fai Wong