刘倩｜南京邮电大学｜学者主页

2026

BaziQA-Benchmark: Evaluating Symbolic and Temporally Compositional Reasoning in Large Language Models

Jiangxi Chen, Qian Liu

arXiv preprint

2026

S2ED: From Story to Executable Descriptions for Consistency-Aware Story Illustration

Sijing Yin, Jiamou Liu, Xiao Tang, Yaser Shakib, Qian Liu

arXiv preprint

2026

Proxy Compression for Language Modeling

Lin Zheng, Xinyu Li, Qian Liu, Xiachong Feng, Lingpeng Kong

arXiv preprint

2026

SDO: Subspace Deconflicting Operator for Multi-Adapter Composition

Zhongsheng Wang, Zhedong Lin, Qian Liu, Xinyu Zhang, Jiamou Liu

arXiv preprint

2026

Beyond Precision: Training-Inference Mismatch is an Optimization Problem and Simple LR Scheduling Fixes It

Yaxiang Zhang, Yingru Li, Jiacai Liu, Jiawei Xu, Ziniu Li, Qian Liu, Haoyuan Li

arXiv preprint

2025

Training Optimal Large Diffusion Language Models

Jinjie Ni, Qian Liu, Chao Du, Longxu Dou, Hang Yan, Zili Wang, Tianyu Pang, Michael Qizhe Shieh

arXiv preprint

2025

NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents

Jingzhe Ding, Shengda Long, Changxin Pu, Huan Zhou, Hongwan Gao, Xiang Gao, Chao He, Yue Hou, Fei Hu, Zhaojian Li, Weiran Shi, Zaiyuan Wang, Daoguang Zan, Chenchen Zhang, Xiaoxu Zhang, Qizhi Chen, Xianfu Cheng, Bo Deng, Qingshui Gu, Kai Hua, Juntao Lin, Pai Liu, Mingchen Li, Xuanguang Pan, Zifan Peng, Yujia Qin, Yong Shan, Zhewen Tan, Weihao Xie, Zihan Wang, Yishuo Yuan, Jiayu Zhang, Enduo Zhao, Yunfei Zhao, He Zhu, Liya Zhu, Chenyang Zou, Ming Ding, Jianpeng Jiao, Jiaheng Liu, Minghao Liu, Qian Liu, Chongyang Tao, Jian Yang, Tong Yang, Zhaoxiang Zhang, Xinjie Chen, Wenhao Huang, Ge Zhang

arXiv preprint

2025

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Xinyi He, Qian Liu, Mingzhe Du, Lin Yan, Zhijie Fan, Yiming Huang, Yin Zheng, Zejian Yuan, Zejun Ma

arXiv preprint

2025

SWE-Dev: Evaluating and Training Autonomous Feature-Driven Software Development

Yaxin Du, Yuzhu Cai, Yifan Zhou, Cheng Wang, Yu Qian, Xianghe Pang, Qian Liu, Yue Hu, Siheng Chen

arXiv preprint

2025

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention

Yuhong Chou, Zehao Liu, Ruijie Zhu, Xinyi Wan, Tianjian Li, Congying Chu, Qian Liu, Jibin Wu, Zejun Ma

arXiv preprint

2025

SkyLadder: Better and Faster Pretraining via Context Window Scheduling

Tongyao Zhu, Qian Liu, Haonan Wang, Shiqi Chen, Xiangming Gu, Tianyu Pang, Min-Yen Kan

arXiv preprint

2025

From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence

Jian Yang, Xianglong Liu, Weifeng Lv, Ken Deng, Shawn Guo, Lin Jing, Yizhi Li, Shark Liu, Xianzhen Luo, Yuyu Luo, Changzai Pan, Ensheng Shi, Yingshui Tan, Renshuai Tao, Jiajun Wu, Xianjie Wu, Zhenhe Wu, Daoguang Zan, Chenchen Zhang, Wei Zhang, He Zhu, Terry Yue Zhuo, Kerui Cao, Xianfu Cheng, Jun Dong, Shengjie Fang, Zhiwei Fei, Xiangyuan Guan, Qipeng Guo, Zhiguang Han, Joseph James, Tianqi Luo, Renyuan Li, Yuhang Li, Yiming Liang, Congnan Liu, Jiaheng Liu, Qian Liu, Ruitong Liu, Tyler Loakman, Xiangxin Meng, Chuang Peng, Tianhao Peng, Jiajun Shi, Mingjie Tang, Boyang Wang, Haowen Wang, Yunli Wang, Fanglin Xu, Zihan Xu, Fei Yuan, Ge Zhang, Jiayi Zhang, Xinhao Zhang, Wangchunshu Zhou, Hualei Zhu, King Zhu, Bryan Dai, Aishan Liu, Zhoujun Li, Chenghua Lin, Tianyu Liu, Chao Peng, Kai Shen, Libo Qin, Shuangyong Song, Zizheng Zhan, Jiajun Zhang, Jie Zhang, Zhaoxiang Zhang, Bo Zheng

arXiv preprint

2025

EZhouNet:A framework based on graph neural network and anchor interval for the respiratory sound event detection

Yun Chu, Qiuhao Wang, Enze Zhou, Qian Liu, Gang Zheng

arXiv preprint

DOI

2025

Diffusion Language Models are Super Data Learners

Jinjie Ni, Qian Liu, Longxu Dou, Chao Du, Zili Wang, Hang Yan, Tianyu Pang, Michael Qizhe Shieh

arXiv preprint

2025

CharCom: Composable Identity Control for Multi-Character Story Illustration

Zhongsheng Wang, Ming Lin, Zhedong Lin, Yaser Shakib, Qian Liu, Jiamou Liu

arXiv preprint

2025

BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution

Terry Yue Zhuo, Xiaolong Jin, Hange Liu, Juyong Jiang, Tianyang Liu, Chen Gong, Bhupesh Bishnoi, Vaisakhi Mishra, Marek Suppa, Noah Ziems, Saiteja Utpala, Ming Xu, Guangyu Song, Kaixin Li, Yuhan Cao, Bo Liu, Zheng Liu, Sabina Abdurakhmanova, Wenhao Yu, Mengzhao Jia, Jihan Yao, Kenneth Hamilton, Kumar Shridhar, Minh Chien Vu, Dingmin Wang, Jiawei Liu, Zijian Wang, Qian Liu, Binyuan Hui, Meg Risdal, Ahsen Khaliq, Atin Sood, Zhenchang Xing, Wasi Uddin Ahmad, John Grundy, David Lo, Banghua Zhu, Xiaoning Du, Torsten Scholak, Leandro von Werra

arXiv preprint

2025

DiffusionRL: Efficient Training of Diffusion Policies for Robotic Grasping Using RL-Adapted Large-Scale Datasets

Maria Makarova, Qian Liu, Dzmitry Tsetserukou

arXiv preprint

2025

ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis

Xu Wang, Jiaju Kang, Puyu Han, Yubao Zhao, Qian Liu, Liwenfei He, Lingqiong Zhang, Lingyun Dai, Yongcheng Wang, Jie Tao

arXiv preprint

2025

MuSLR: Multimodal Symbolic Logical Reasoning

Jundong Xu, Hao Fei, Yuhui Zhang, Liangming Pan, Qijun Huang, Qian Liu, Preslav Nakov, Min-Yen Kan, William Yang Wang, Mong-Li Lee, Wynne Hsu

arXiv preprint

2025

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy

Jicheng Yuan, Manh Nguyen Duc, Qian Liu, Manfred Hauswirth, Danh Le Phuoc

arXiv preprint

2024

Multi-Generator Tropical Cyclone Forecasting Based on Cross-Modal Fusion

Qian Liu, Hu Sun, Yaocheng Gui, Guilan Dai, Guoqiang Zhou

SSRN Electronic Journal

DOI

2024

OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Siming Huang, Tianhao Cheng, J. K. Liu, Jiaran Hao, Liuyihan Song, Yang Xu, J. Yang, Jiaheng Liu, Chenchen Zhang, Linzheng Chai, Ruifeng Yuan, Zhaoxiang Zhang, Jie Fu, Qian Liu, Ge Zhang, Zili Wang, Yuan Qi, Yinghui Xu, Wei Chu

arXiv preprint

2024

Scaling up Masked Diffusion Models on Text

Shen Nie, Fengqi Zhu, Chao Du, Tianyu Pang, Qian Liu, Guangtao Zeng, Min Lin, Chongxuan Li

arXiv preprint

2024

When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training

Haonan Wang, Qian Liu, Chao Du, Tongyao Zhu, Cunxiao Du, Kenji Kawaguchi, Tianyu Pang

arXiv preprint

2024

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Yuchen Mao, Wenjing Hu, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu

arXiv preprint

2024

Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale

Fan Zhou, Zengzhi Wang, Qian Liu, Junlong Li, Pengfei Liu

arXiv preprint

2024

When Attention Sink Emerges in Language Models: An Empirical View

Xiangming Gu, Tianyu Pang, Chao Du, Qian Liu, Fengzhuo Zhang, Cunxiao Du, Ye Wang, Min Lin

arXiv preprint

2024

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Fangyu Lei, Jixuan Chen, Yuxiao Ye, Ruisheng Cao, Dongchan Shin, Hongjin Su, Zhaoqing Suo, Hongcheng Gao, Wenjing Hu, Pengcheng Yin, Victor Zhong, Caiming Xiong, Ruoxi Sun, Qian Liu, Sida Wang, Tao Yu

arXiv preprint

2024

Purifying Large Language Models by Ensembling a Small Language Model

Tianlin Li, Qian Liu, Tianyu Pang, Chao Du, Qing Guo, Yang Liu, Min Lin

arXiv preprint

2024

ISQA: Informative Factuality Feedback for Scientific Summarization

Zekai Li, Yanxia Qin, Qian Liu, Min-Yen Kan

arXiv preprint

2024

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis

Meng Luo, Hao Fei, Bobo Li, Shengqiong Wu, Qian Liu, Soujanya Poria, Erik Cambria, Mong-Li Lee, Wynne Hsu

arXiv preprint

2024

MANTIS: Interleaved Multi-Image Instruction Tuning

Dongfu Jiang, Xuan He, Huaye Zeng, Cong Wei, Max Ku, Qian Liu, Wenhu Chen

arXiv preprint

2024

Test-Time Backdoor Attacks on Multimodal Large Language Models

Dong Lu, Tianyu Pang, Chao Du, Qian Liu, Xianjun Yang, Min Lin

arXiv preprint

2024

Two Birds with One Stone: Improving Rumor Detection by Addressing the Unfairness Issue

Junyi Chen, Mengjia Wu, Qian Liu, Ying Ding, Yi Zhang

arXiv preprint

2024

Beyond Memorization: The Challenge of Random Memory Access in Language Models

Tongyao Zhu, Qian Liu, Liang Pang, Zhengbao Jiang, Min-Yen Kan, Min Lin

arXiv preprint

2024

Bootstrapping Language Models with DPO Implicit Rewards

Changyu Chen, Zichen Liu, Chao Du, Tianyu Pang, Qian Liu, Arunesh Sinha, Pradeep Varakantham, Min Lin

arXiv preprint

2024

DataTales: A Benchmark for Real-World Intelligent Data Narration

Yajing Yang, Qian Liu, Min-Yen Kan

arXiv preprint

DOI

2024

Compressing high-resolution data through latent representation encoding for downscaling large-scale AI weather forecast model

Qian Liu, Bing Gong, Xiaoran Zhuang, Xiaohui Zhong, Zhiming Kang, Hao Li

arXiv preprint

2023

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models

Fangyu Lei, Qian Liu, Yiming Huang, Shizhu He, Jun Zhao, Kang Liu

arXiv preprint

2022

Reasoning over Hybrid Chain for Table-and-Text Open Domain QA

Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

arXiv preprint

2022

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA

Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong, Daxin Jiang, Nan Duan

arXiv preprint

2020

A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension

Jie Cai, Zhengzhou Zhu, Ping Nie, Qian Liu

arXiv preprint

DOI

精选作品

期刊论文

博弈先验融合DRL的异构无人机协同任务分配

规则引导的知识图谱表示学习方法研究与应用

基于深度学习的红外目标检测算法研究

基于深度学习的卫星云图冷锋识别及冷锋云系特征研究

基于跨模态融合和多生成器的热带气旋预测

WTSTC:基于广域时频采样和时序感知卷积的语音识别模型

ACGFN:基于非对称卷积和门控前馈神经网络的语音识别模型

多级跨模态对齐的文本检索视频方法研究

基于多尺度跨模态特征融合的图文情感分类模型

城市化对福建省气温和地温变化影响的比较研究

城市化对山东省和福建省气温变化影响的对比分析

基于多层感知机和语义矩阵的答案选择模型

移动医疗App在线评论维度挖掘与情感分析

一种基于自动标注语料的热点事件情感分析方法及应用

FANDA: A Novel Approach to Perform Follow-up Query Analysis

面向机器学习的流式文档逻辑结构标注方法研究

基于同义扩展的在线百科中实体属性抽取

观点挖掘中评价对象抽取方法的研究

多语种网络文本快速新词抽取

网络文本情感分析综述——从中文和英文的缝隙中看到契机

预印本

BaziQA-Benchmark: Evaluating Symbolic and Temporally Compositional Reasoning in Large Language Models

S2ED: From Story to Executable Descriptions for Consistency-Aware Story Illustration

Proxy Compression for Language Modeling

SDO: Subspace Deconflicting Operator for Multi-Adapter Composition

Beyond Precision: Training-Inference Mismatch is an Optimization Problem and Simple LR Scheduling Fixes It

Training Optimal Large Diffusion Language Models

NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

SWE-Dev: Evaluating and Training Autonomous Feature-Driven Software Development

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention

SkyLadder: Better and Faster Pretraining via Context Window Scheduling

From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence

EZhouNet:A framework based on graph neural network and anchor interval for the respiratory sound event detection

Diffusion Language Models are Super Data Learners

CharCom: Composable Identity Control for Multi-Character Story Illustration

BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution

DiffusionRL: Efficient Training of Diffusion Policies for Robotic Grasping Using RL-Adapted Large-Scale Datasets

ECG-Expert-QA: A Benchmark for Evaluating Medical Large Language Models in Heart Disease Diagnosis

MuSLR: Multimodal Symbolic Logical Reasoning

Collaborative Perceiver: Elevating Vision-based 3D Object Detection via Local Density-Aware Spatial Occupancy

Multi-Generator Tropical Cyclone Forecasting Based on Cross-Modal Fusion

OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Scaling up Masked Diffusion Models on Text

When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale

When Attention Sink Emerges in Language Models: An Empirical View

Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Purifying Large Language Models by Ensembling a Small Language Model

ISQA: Informative Factuality Feedback for Scientific Summarization

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis

MANTIS: Interleaved Multi-Image Instruction Tuning

Test-Time Backdoor Attacks on Multimodal Large Language Models

Two Birds with One Stone: Improving Rumor Detection by Addressing the Unfairness Issue

Beyond Memorization: The Challenge of Random Memory Access in Language Models

Bootstrapping Language Models with DPO Implicit Rewards

DataTales: A Benchmark for Real-World Intelligent Data Narration

Compressing high-resolution data through latent representation encoding for downscaling large-scale AI weather forecast model

S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models

Reasoning over Hybrid Chain for Table-and-Text Open Domain QA

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA

A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension

研究方向