刘琴｜同济大学｜学者主页

期刊论文

2026

Artificial Intelligence agents for biological research: a survey

Cong Qi, Wenbo Wang, Siqi Jiang, Qin Liu, Xun Song, Hanzhang Fang, Zhi Wei

Briefings in Bioinformatics

DOI

2024

基于听说知识融合网络的多模态对话情绪识别

刘琴，谢珺，胡勇，郝戍峰，郝雅卉

《控制与决策》

DOI

2024

STGAN-CR: A Swin Transformer-Enhanced GAN Framework for Effective Cloud Removal in Satellite Imagery

Hongming Zhu, Zeju Wang, Manxin Xu, Jipeng Zhang, Qin Liu, Bowen Du

Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering

DOI

2022

基于双指导注意力网络的属性情感分析模型

谢珺，王雨竹，陈波，张泽华，刘琴

《计算机研究与发展》

2021

通信设备嵌入式软件测试流程的改进分析

刘琴

《电子元器件与信息技术》

DOI

2020

建立中国金融业软件测试标准的探索

刘琴，范鸿飞，黄杰

《金融电子化》

会议论文

2017

基于深度学习的短文本分类研究综述

刘琴，袁家政，翁长虹

《中国计算机用户协会网络应用分会2017年第二十一届网络新技术与应用年会》

预印本

2026

DebugLM: Learning Traceable Training Data Provenance for LLMs

Wenjie Jacky Mo, Qin Liu, Xiaofei Wen, Wenxuan Zhou, Zhe Zhao, Muhao Chen

arXiv preprint

2026

$λ_A$: A Typed Lambda Calculus for LLM Agent Composition

Qin Liu

arXiv preprint

2026

Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage Reweighting

Cheng Wang, Qin Liu, Wenxuan Zhou, Muhao Chen

arXiv preprint

2025

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen

arXiv preprint

2025

ArenaBencher: Automatic Benchmark Evolution via Multi-Model Competitive Evaluation

Qin Liu, Jacob Dineen, Yuxi Huang, Sheng Zhang, Hoifung Poon, Ben Zhou, Muhao Chen

arXiv preprint

2025

MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

Qin Liu, Wenxuan Zhou, Nan Xu, James Y. Huang, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen

arXiv preprint

2025

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs

Wenjie Jacky Mo, Qin Liu, Xiaofei Wen, Dongwon Jung, Hadi Askari, Wenxuan Zhou, Zhe Zhao, Muhao Chen

arXiv preprint

2024

SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment

Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen

arXiv preprint

2024

Monotonic Paraphrasing Improves Generalization of Language Model Prompting

Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen

arXiv preprint

2024

Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models

Tinghui Zhu, Qin Liu, Fei Wang, Zhengzhong Tu, Muhao Chen

arXiv preprint

2024

Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges

Qin Liu, Wenjie Mo, Terry Tong, Jiashu Xu, Fei Wang, Chaowei Xiao, Muhao Chen

arXiv preprint

2024

Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors

Victoria Graf, Qin Liu, Muhao Chen

arXiv preprint

2024

Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models

Qin Liu, Chao Shang, Ling Liu, Nikolaos Pappas, Jie Ma, Neha Anna John, Srikanth Doss, Lluis Marquez, Miguel Ballesteros, Yassine Benajiba

arXiv preprint

2024

Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation

Dongwon Jung, Qin Liu, Tenghao Huang, Ben Zhou, Muhao Chen

arXiv preprint

2024

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design

Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang

arXiv preprint

2024

Securing Multi-turn Conversational Language Models From Distributed Backdoor Triggers

Terry Tong, Jiashu Xu, Qin Liu, Muhao Chen

arXiv preprint

2023

From Shortcuts to Triggers: Backdoor Defense with Denoised PoE

Qin Liu, Fei Wang, Chaowei Xiao, Muhao Chen

arXiv preprint

2021

SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection

Qin Liu, Han Deng, Chunfeng Lian, Xiaoyang Chen, Deqiang Xiao, Lei Ma, Xu Chen, Tianshu Kuang, Jaime Gateno, Pew-Thian Yap, James J. Xia

arXiv preprint

2021

A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning

Deqiang Xiao, Hannah Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guofang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia

arXiv preprint

2021

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang

arXiv preprint

刘琴

精选作品

期刊论文

Artificial Intelligence agents for biological research: a survey

基于听说知识融合网络的多模态对话情绪识别

STGAN-CR: A Swin Transformer-Enhanced GAN Framework for Effective Cloud Removal in Satellite Imagery

基于双指导注意力网络的属性情感分析模型

通信设备嵌入式软件测试流程的改进分析

建立中国金融业软件测试标准的探索

会议论文

基于深度学习的短文本分类研究综述

预印本

DebugLM: Learning Traceable Training Data Provenance for LLMs

$λ_A$: A Typed Lambda Calculus for LLM Agent Composition

Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage Reweighting

VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

ArenaBencher: Automatic Benchmark Evolution via Multi-Model Competitive Evaluation

MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

RedCoder: Automated Multi-Turn Red Teaming for Code LLMs

SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment

Monotonic Paraphrasing Improves Generalization of Language Model Prompting

Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models

Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges

Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors

Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models

Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design

Securing Multi-turn Conversational Language Models From Distributed Backdoor Triggers

From Shortcuts to Triggers: Backdoor Defense with Denoised PoE

SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection

A Self-Supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

研究方向