Qi Liu

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

Venues

ACL ×12 NeurIPS ×8 AAAI ×3 EMNLP ×2 ICDE ×2 IJCAI ×2 SIGMOD ×2 VLDB ×2 ACM MM ×1 ICCV ×1 ICLR ×1 IROS ×1 MICCAI ×1 NDSS ×1 S&P ×1 SIGKDD ×1 WWW ×1

Frequent coauthors

Jun-Peng Zhu

×6

Liu Tang

×6

Jingqun Tang

×6

Hao Feng

×6

Hao Liu

×6

Can Huang

×6

Chenghao Xu

×4

Guangtao Lyu

×4

Peng Cai

×4

Kai Xu

×4

Jinghui Lu

×4

Binghong Wu

×4

Papers

AlphaQT-Bench: Diagnosing the Gap between Financial Code Generation and Quantitative Reasoning in LLMs
ACL 2026 ·
Sichun Luo
,
Yi Huang
,
Shichang Meng
,
Fengyuan Liu
,
Mukai Li
,
Qinghua Yao
,
Zefa Hu
,
Junlan Feng
, Qi Liu
C-World: A Computer Use Agent Environment Creator
ACL 2026 ·
Ziqiao Xi
,
Shuang Liang
, Qi Liu,
Jiaqing Zhang
,
Letian Peng
,
Fang Nan
,
Meshal Nayim
,
Tianhui Zhang
,
Rishika Mundada
,
Lianhui Qin
,
Biwei Huang
,
Kun Zhou
Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation
AAAI 2026 · Qi Liu,
Chenghao Xu
,
Jiexi Yan
,
Guangtao Lyu
,
Erkun Yang
,
Guihai Chen
,
Yanhua Yang
Cognitive Alpha Mining via LLM-Driven Code-Based Evolution
ACL 2026 ·
Fengyuan Liu
,
Yi Huang
,
Sichun Luo
,
Yuqi Wang
,
Yazheng Yang
,
Xinye Li
,
Zefa Hu
,
Junlan Feng
, Qi Liu
Explaining Synergistic Effects in Social Recommendations
WWW 2026 ·
Yicong Li
,
Shan Jin
, Qi Liu,
Shuo Wang
,
Jiaying Liu
,
Shuo Yu
,
Qiang Zhang
,
Kuanjiu Zhou
,
Feng Xia
Fisher-Driven Adaptive Locating for Knowledge Editing in Large Language Models
ACL 2026 ·
Chenghao Xu
,
Jiexi Yan
,
Guangtao Lyu
, Qi Liu,
Muli Yang
,
Cheng Deng
Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs
ACL 2026 ·
Guangtao Lyu
, Qi Liu,
Chenghao Xu
,
Jiexi Yan
,
Muli Yang
,
Xueting Li
,
Fen Fang
,
Cheng Deng
Semantically Comprehensive Token Pruning in LVLMs via Maximizing Concept Coverage
ACL 2026 ·
Xueting Li
, Qi Liu,
Chenghao Xu
,
Xu Yang
,
Guangtao Lyu
,
Jiahua Li
,
Cheng Deng
ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants
ACL 2026 ·
Pei Wang
,
Yanan Wu
,
Xiaoshuai Song
,
Weixun Wang
,
Gengru Chen
,
Zhongwen Li
,
Kezhong Yan
, Qi Liu,
Ken Deng
,
Shuaibing Zhao
,
Shaopan Xiong
,
Xuepeng Liu
,
Xuefeng Chen
,
Wanxi Deng
,
Wenbo Su
,
Bo Zheng
TiInsight: A SQL-based Automated Exploratory Data Analysis System through Large Language Models
SIGMOD 2026 ·
Jun-Peng Zhu
,
Boyan Niu
,
Peng Cai
,
Zheming Ni
,
Kai Xu
,
Jiajun Huang
,
Shengbo Ma
,
Bing Wang
,
Xuan Zhou
,
Guanglei Bao
,
Donghui Zhang
,
Liu Tang
, Qi Liu
A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding
ACL 2025 ·
Jinghui Lu
,
Haiyang Yu
,
Yanjie Wang
,
Yongjie Ye
,
Jingqun Tang
,
Ziwei Yang
,
Binghong Wu
, Qi Liu,
Hao Feng
,
Han Wang
,
Hao Liu
,
Can Huang
Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models
NeurIPS 2025 ·
Zekai Zhao
, Qi Liu,
Kun Zhou
,
Zihan Liu
,
Yifei Shao
,
Zhiting Hu
,
Biwei Huang
Adaptive Preference Optimization with Uncertainty-aware Utility Anchor
EMNLP 2025 ·
Xiaobo Wang
,
Zixia Jia
,
Jiaqi Li
, Qi Liu,
Zilong Zheng
Auto-Connect: Connectivity-Preserving RigFormer with Direct Preference Optimization
NeurIPS 2025 ·
Jingfeng Guo
,
Jian Liu
,
Jinnan Chen
,
Shiwei Mao
,
Changrong Hu
,
Puhua Jiang
,
Junlin Yu
,
Jing Xu
, Qi Liu,
Lixin Xu
,
Zhuo Chen
,
Chunchao Guo
Bootstrapping Hierarchical Autoregressive Formal Reasoner with Chain-of-Proxy-Autoformalization
NeurIPS 2025 · Qi Liu,
Xinhao Zheng
,
Renqiu Xia
,
Qinxiang Cao
,
Junchi Yan
Deep Learning-based Proactive Hazard Prediction for Human-Robot Collaboration with Sensor Malfunctions
IROS 2025 ·
Yuliang Ma
,
Zilin Jin
, Qi Liu,
Ilshat Mamaev
,
Andrey Morozov
Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting
ACL 2025 ·
Hao Feng
,
Shu Wei
,
Xiang Fei
,
Wei Shi
,
Yingdong Han
,
Lei Liao
,
Jinghui Lu
,
Binghong Wu
, Qi Liu,
Chunhui Lin
,
Jingqun Tang
,
Hao Liu
,
Can Huang
Entailment-Preserving First-order Logic Representations in Natural Language Entailment
ACL 2025 ·
Jinu Lee
, Qi Liu,
Runzhi Ma
,
Vincent Han
,
Ziqi Wang
,
Heng Ji
,
Julia Hockenmaier
MSA2: Multi-Task Framework With Structure-Aware and Style-Adaptive Character Representation for Open-Set Chinese Text Recognition
ICCV 2025 ·
Yangfu Li
,
Hongjian Zhan
, Qi Liu,
Li Sun
,
Yu-Jie Xiong
,
Yue Lu
MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering
ACL 2025 ·
Jingqun Tang
, Qi Liu,
Yongjie Ye
,
Jinghui Lu
,
Shu Wei
,
An-Lan Wang
,
Chunhui Lin
,
Hao Feng
,
Zhen Zhao
,
Yanjie Wang
,
Yuliang Liu
,
Hao Liu
,
Xiang Bai
,
Can Huang
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
NeurIPS 2025 ·
Daoguang Zan
,
Zhirong Huang
,
Wei Liu
,
Hanwu Chen
,
Shulin Xin
,
Linhao Zhang
, Qi Liu,
Aoyan Li
,
Lu Chen
,
Xiaojian Zhong
,
Siyao Liu
,
Yongsheng Xiao
,
Liangqiang Chen
,
Yuyu Zhang
,
Jing Su
,
Tianyu Liu
,
Rui Long
,
Ming Ding
,
Liang Xiang
OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning
NeurIPS 2025 ·
Ling Fu
,
Zhebin Kuang
,
Jiajun Song
,
Mingxin Huang
,
Biao Yang
,
Yuzhe Li
,
Linghao Zhu
,
Qidi Luo
,
Xinyu Wang
,
Hao Lu
,
Zhang Li
,
Guozhi Tang
,
Bin Shan
,
Chunhui Lin
, Qi Liu,
Binghong Wu
,
Hao Feng
,
Hao Liu
,
Can Huang
,
Jingqun Tang
,
Wei Chen
,
Lianwen Jin
,
Yuliang Liu
,
Xiang Bai
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
NeurIPS 2025 ·
Shi Qiu
,
Shaoyang Guo
,
Zhuo-Yang Song
,
Yunbo Sun
,
Zeyu Cai
,
Jiashen Wei
,
Tianyu Luo
,
Yixuan Yin
,
Haoxu Zhang
,
Yi Hu
,
Chenyang Wang
,
Chencheng Tang
,
Haoling Chang
, Qi Liu,
Ziheng Zhou
,
Tianyu Zhang
,
Jingtian Zhang
,
Zhangyi Liu
,
Minghao Li
,
Yuku Zhang
,
Boxuan Jing
,
Xianqi Yin
,
Yutong Ren
,
Zizhuo Fu
,
Jiaming Ji
,
Weike Wang
,
Xudong Tian
,
Anqi Lv
,
Laifu Man
,
Jianxiang Li
,
Feiyu Tao
,
Qihua Sun
,
Zhou Liang
,
Yushu Mu
,
Zhongxuan Li
,
Jing-Jun Zhang
,
Shutao Zhang
,
Xiaotian Li
,
Xingqi Xia
,
Jiawei Lin
,
Zheyu Shen
,
Jiahang Chen
,
Qiuhao Xiong
,
Binran Wang
,
Fengyuan Wang
,
Ziyang Ni
,
Bohan Zhang
,
Fan Cui
,
Changkun Shao
,
Qing-Hong Cao
,
Ming-xing Luo
,
Muhan Zhang
,
Hua Xing Zhu
Rethinking and Improving Autoformalization: Towards a Faithful Metric and a Dependency Retrieval-based Approach
ICLR 2025 · Qi Liu,
Xinhao Zheng
,
Xudong Lu
,
Qinxiang Cao
,
Junchi Yan
Revealing the Black Box of Device Search Engine: Scanning Assets, Strategies, and Ethical Consideration
NDSS 2025 ·
Mengying Wu
,
Geng Hong
,
Jinsong Chen
, Qi Liu,
Shujun Tang
,
Youhao Li
,
Baojun Liu
,
Haixin Duan
,
Min Yang
SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning
AAAI 2025 ·
Zhongjian Qiao
,
Jiafei Lyu
,
Kechen Jiao
, Qi Liu,
Xiu Li
Show and Polish: Reference-Guided Identity Preservation in Face Video Restoration
ACM MM 2025 ·
Wenkang Han
,
Wang Lin
,
Yiyun Zhou
, Qi Liu,
Shulei Wang
,
Chang Yao
,
Jingyuan Chen
SylphDB: An Active and Adaptive LSM Engine for Update-Intensive Workloads
ICDE 2025 ·
Jun-Peng Zhu
,
Zhiwei Ye
,
Xiaolong He
,
Peng Cai
,
Xuan Zhou
,
Aoying Zhou
,
Dunbo Cai
,
Ling Qian
,
Kai Xu
,
Liu Tang
, Qi Liu
TCDM: A Temporal Correlation-Empowered Diffusion Model for Time Series Forecasting
IJCAI 2025 ·
Huibo Xu
,
Likang Wu
,
Xianquan Wang
,
Zhiding Liu
, Qi Liu
Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models
VLDB 2025 ·
Jun-Peng Zhu
,
Boyan Niu
,
Peng Cai
,
Zheming Ni
,
Jianwei Wan
,
Kai Xu
,
Jiajun Huang
,
Shengbo Ma
,
Bing Wang
,
Xuan Zhou
,
Guanglei Bao
,
Donghui Zhang
,
Liu Tang
, Qi Liu
UNITQA: A Unified Automated Tabular Question Answering System with Multi-Agent Large Language Models
SIGMOD 2025 ·
Jun-Peng Zhu
,
Peng Cai
,
Kai Xu
,
Li Li
,
Yishen Sun
,
Shuai Zhou
,
Haihuang Su
,
Liu Tang
, Qi Liu
Unifying Adversarial Multi-Deconfounded Learning Paradigm for Fake News Detection
SIGKDD 2025 ·
Zixun Sun
,
Mingye Xu
,
Guanming Liang
, Qi Liu
Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
NeurIPS 2025 ·
Yangfu Li
,
Hongjian Zhan
,
Tianyi Chen
, Qi Liu,
Yu-Jie Xiong
,
Yue Lu
WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?
EMNLP 2025 ·
An-Lan Wang
,
Jingqun Tang
,
Lei Liao
,
Hao Feng
, Qi Liu,
Xiang Fei
,
Jinghui Lu
,
Han Wang
,
Hao Liu
,
Yuliang Liu
,
Xiang Bai
,
Can Huang
A Teacher Classroom Dress Assessment Method Based on a New Assessment Dataset
IJCAI 2024 ·
Ming Fang
, Qi Liu,
Yunpeng Zhou
,
Xinning Du
,
Qiwen Liang
,
Shuhua Liu
AutoTQA: Towards Autonomous Tabular Question Answering through Multi-Agent Large Language Models
VLDB 2024 ·
Jun-Peng Zhu
,
Peng Cai
,
Kai Xu
,
Li Li
,
Yishen Sun
,
Shuai Zhou
,
Haihuang Su
,
Liu Tang
, Qi Liu
Chat2Query: A Zero-Shot Automatic Exploratory Data Analysis System with Large Language Models
ICDE 2024 ·
Jun-Peng Zhu
,
Peng Cai
,
Boyan Niu
,
Zheming Ni
,
Kai Xu
,
Jiajun Huang
,
Jianwei Wan
,
Shengbo Ma
,
Bing Wang
,
Donghui Zhang
,
Liu Tang
, Qi Liu
Genomics-Guided Representation Learning for Pathologic Pan-Cancer Tumor Microenvironment Subtype Prediction
MICCAI 2024 ·
Fangliangzi Meng
,
Hongrun Zhang
,
Ruodan Yan
,
Guohui Chuai
,
Chao Li
, Qi Liu
Intercepting Bluetooth Traffic from Wearable Health Devices
S&P 2024 · Qi Liu,
Yizhe Zhang
,
Yixin Sun
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models
ACL 2024 ·
Xudong Lu
, Qi Liu,
Yuhui Xu
,
Aojun Zhou
,
Siyuan Huang
,
Bo Zhang
,
Junchi Yan
,
Hongsheng Li
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
NeurIPS 2024 ·
Weichao Zhao
,
Hao Feng
, Qi Liu,
Jingqun Tang
,
Binghong Wu
,
Lei Liao
,
Shu Wei
,
Yongjie Ye
,
Hao Liu
,
Wengang Zhou
,
Houqiang Li
,
Can Huang
ViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual Categorization
AAAI 2024 ·
Danning Lao
, Qi Liu,
Jiazi Bu
,
Junchi Yan
,
Wei Shen