Qiankun Li

According to our database, Qiankun Li authored at least 64 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

EchoDistill:Alignment Noisy-to-Clean Self-Distillation for Robust Audio LLMs.

Liang Lin, Chunxi Luo, Kaiwen Luo, Jie Zhang, Jin Wang, Yuanhe Zhang, Yuchen Cai, Qiankun Li, Gongli Xi, Zhenhong Zhou, Kun Wang, Junhao Dong

CoRR, May, 2026

M3Net: A Macro-to-Meso-to-Micro Clinical-inspired Hierarchical 3D Network for Pulmonary Nodule Classification.

Jinyue Li, Yuzhou Yu, Jingjing Yang, Meng Fu, Yani Zhang, Shuyao He, Dianlong Ge, Xin Ning, Yannan Chu, Qiankun Li

CoRR, May, 2026

Video Demoiréing With Spatial-Temporal Filtering in Frequency Domain.

Zhongqi Liu, Bolun Zheng, Quan Chen, Qianyu Zhang, Heng Jin, Qiankun Li, Jun Yin, Xu Jia, Jiyong Zhang

IEEE Trans. Circuits Syst. Video Technol., April, 2026

Hybrid knowledge-based deep learning method for tool wear state monitoring.

Dezhi Yuan, Kunpeng Zhu, Dongpeng Liang, Qiankun Li, Shuo Wang

J. Intell. Manuf., April, 2026

Beyond Shortcuts: Mitigating Visual Illusions in Frozen VLMs via Qualitative Reasoning.

Hao Guo, Fei Wang, Junjie Chen, Yiqi Nie, Jiaqi Zhao, Qiankun Li, Subin Huang

CoRR, April, 2026

Neural Network Optimization Reimagined: Decoupled Techniques for Scratch and Fine-Tuning.

Xin Ning, Qiankun Li, Xiaolong Huang, Qiupu Chen, Feng He, Weijun Li, Prayag Tiwari, Xinwang Liu

CoRR, April, 2026

SaFeR-Steer: Evolving Multi-Turn MLLMs via Synthetic Bootstrapping and Feedback Dynamics.

Haolong Hu, Hanyu Li, Tiancheng He, Huahui Yi, An Zhang, Qiankun Li, Kun Wang, Yang Liu, Zhigang Zeng

CoRR, April, 2026

HG-Lane: High-Fidelity Generation of Lane Scenes under Adverse Weather and Lighting Conditions without Re-annotation.

Daichao Zhao, Qiupu Chen, Feng He, Xin Ning, Qiankun Li

CoRR, March, 2026

PathMem: Toward Cognition-Aligned Memory Transformation for Pathology MLLMs.

Jinyue Li, Yuci Liang, Qiankun Li, Xinheng Lyu, Jiayu Qian, Huabao Chen, Kun Wang, Zhigang Zeng, Anil Anthony Bharath, Yang Liu

CoRR, March, 2026

Granulon: Awakening Pixel-Level Visual Encoders with Adaptive Multi-Granularity Semantics for MLLM.

Junyuan Mao, Qiankun Li, Linghao Meng, Zhicheng He, Xinliang Zhou, Kun Wang, Yang Liu, Yueming Jin

CoRR, March, 2026

Better Eyes, Better Thoughts: Why Vision Chain-of-Thought Fails in Medicine.

Yuan Wu, Zongxian Yang, Jiayu Qian, Songpan Gao, Guanxing Chen, Qiankun Li, Yu-An Huang, Zhi-An Huang

CoRR, March, 2026

SaFeR-ToolKit: Structured Reasoning via Virtual Tool Calling for Multimodal Safety.

Zixuan Xu, Tiancheng He, Huahui Yi, Kun Wang, Xi Chen, Gongli Xi, Qiankun Li, Kang Li, Yang Liu, Zhigang Zeng

CoRR, March, 2026

Diagnosing Knowledge Conflict in Multimodal Long-Chain Reasoning.

Jing Tang, Kun Wang, Haolang Lu, Hongjin Chen, KaiTao Chen, Zhongxiang Sun, Qiankun Li, Lingjuan Lyu, Guoshun Nan, Zhigang Zeng

CoRR, February, 2026

Omni-Safety under Cross-Modality Conflict: Vulnerabilities, Dynamics Mechanisms and Efficient Alignment.

Kun Wang, Zherui Li, Zhenhong Zhou, Yitong Zhang, Yan Mi, Kun Yang, Yiming Zhang, Junhao Dong, Zhongxiang Sun, Qiankun Li, Yang Liu

CoRR, February, 2026

Mem-T: Densifying Rewards for Long-Horizon Memory Agents.

Yanwei Yue, Guibin Zhang, Boci Peng, Xuanbo Fan, Jiaxin Guo, Qiankun Li, Yan Zhang

CoRR, January, 2026

RareAlert: Aligning heterogeneous large language model reasoning for early rare disease risk screening.

Xi Chen, Hongru Zhou, Huahui Yi, Shiyu Feng, Hanyu Zhou, Tiancheng He, Mingke You, Li Wang, Qiankun Li, Kun Wang, Weili Fu, Kang Li, Jian Li

CoRR, January, 2026

CSSBench: Evaluating the Safety of Lightweight LLMs against Chinese-Specific Adversarial Patterns.

Zhenhong Zhou, Shilinlu Yan, Chuanpu Liu, Qiankun Li, Kun Wang, Zhigang Zeng

CoRR, January, 2026

Empowering 2D neural network for 3D medical image segmentation via neighborhood information fusion.

Qiankun Li, Xiaolong Huang, Yani Zhang, Bo Fang, Duo Hong, Junxin Chen

Pattern Recognit., 2026

Multi-stage dual-domain progressive network with synergistic training for sparse-view CT reconstruction.

Jingyuan Shao, Huabao Chen, Qiankun Li, Xiang Huang, Jiong Shu, Lingling Liu, Shaobin Dou, Hongzhi Wang

Neural Networks, 2026

Position-Sensitive painterly image harmonization.

Han Guo, Bolun Zheng, Qianyu Zhang, Canjin Wang, Yayun Wang, Heng Jin, Qiankun Li, Jun Yin, Guodao Zhang, Zongpeng Li

Neural Networks, 2026

Advancing oral leukoplakia progression recognition: A benchmark with dataset, method, and application.

Linfei Feng, Qiankun Li, Hao Wang, Xuanyu Li, Fei Xie, Feng He, Xin Ning, Prayag Tiwari, Jun Hou

Neural Networks, 2026

SelSSM: Selective state space module empowered generative adversarial networks for multi-modal MR image synthesis.

Mingzhi Wang, Junxin Chen, Qiankun Li, Qiang He, Jun Mou, Wei Wang

Inf. Fusion, 2026

M3Net: A macro → meso → micro clinical-inspired hierarchical 3D network for pulmonary nodule classification.

Jinyue Li, Yuzhou Yu, Jingjing Yang, Meng Fu, Yani Zhang, Shuyao He, Dianlong Ge, Xin Ning, Yannan Chu, Qiankun Li

Inf. Fusion, 2026

2025

Memory in the Age of AI Agents.

Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan

CoRR, December, 2025

OralGPT-Omni: A Versatile Dental Multimodal Large Language Model.

Jing Hao, Yuci Liang, Lizhuo Lin, Yuxuan Fan, Wenkai Zhou, Kaixin Guo, Zanting Ye, Yanpeng Sun, Xinyu Zhang, Yanqi Yang, Qiankun Li, Hao Tang, James Kit-Hon Tsoi, Linlin Shen, Kuo Feng Hung

CoRR, November, 2025

Rethinking Facial Expression Recognition in the Era of Multimodal Large Language Models: Benchmark, Datasets, and Beyond.

Fan Zhang, Haoxuan Li, Shengju Qian, Xin Wang, Zheng Lian, Hao Wu, Zhihong Zhu, Yuan Gao, Qiankun Li, Yefeng Zheng, Zhouchen Lin, Pheng-Ann Heng

CoRR, November, 2025

Mitigating Hallucination in Multimodal Reasoning via Functional Attention Control.

Haolang Lu, Bolun Chu, Weiye Fu, Guoshun Nan, Junning Liu, Minghui Pan, Qiankun Li, Yi Yu, Hua Wang, Kun Wang

CoRR, October, 2025

SaFeR-VLM: Toward Safety-aware Fine-grained Reasoning in Multimodal Models.

Huahui Yi, Kun Wang, Qiankun Li, Miao Yu, Liang Lin, Gongli Xi, Hao Wu, Xuming Hu, Kang Li, Yang Liu

CoRR, October, 2025

CircuitProbe: Dissecting Spatiotemporal Visual Semantics with Circuit Tracing.

Yiming Zhang, Chengzhang Yu, Zhuokai Zhao, Kun Wang, Qiankun Li, Zihan Chen, Yang Liu, Zenghui Ding, Yining Sun

CoRR, July, 2025

SAMST: A Transformer framework based on SAM pseudo label filtering for remote sensing semi-supervised semantic segmentation.

Jun Yin, Fei Wu, Yupeng Ren, Jisheng Huang, Qiankun Li, Heng jin, Jianhai Fu, Chanjie Cui

CoRR, July, 2025

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.

Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu

CoRR, April, 2025

Fuzzy-ViT: A Deep Neuro-Fuzzy System for Cross-Domain Transfer Learning From Large-Scale General Data to Medical Image.

Qiankun Li, Yimou Wang, Yani Zhang, Zhaoyu Zuo, Junxin Chen, Wei Wang

IEEE Trans. Fuzzy Syst., January, 2025

Design and analysis of wheel-tracked composite magnetic adsorption wall-climbing robot.

Minglong Xu, Song Xue, Qionghua Wang, Shaoxiang He, Rui Deng, Zenong Li, Ying Zhang, Qiankun Li, Rongchao Li

Ind. Robot, 2025

Oral multi-pathology segmentation with Lead-Assisting Backbone Attention Network and synthetic data generation.

Qiankun Li, Huabao Chen, Xiaolong Huang, Mengting He, Xin Ning, Gang Wang, Feng He

Inf. Fusion, 2025

BeautyDiffusion: Generative latent decomposition for makeup transfer via diffusion models.

Feng He, Hanlin Li, Xin Ning, Qiankun Li

Inf. Fusion, 2025

Decoding text from electroencephalography signals: A novel Hierarchical Gated Recurrent Unit with Masked Residual Attention Mechanism.

Qiupu Chen, Yimou Wang, Fenmei Wang, Duolin Sun, Qiankun Li

Eng. Appl. Artif. Intell., 2025

Unleashing Foundation Vision Models: Adaptive Transfer for Diverse Data-Limited Scientific Domains.

Qiankun Li, Feng He, Huabao Chen, Xin Ning, Kun Wang, Zengfu Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy.

Feng He, Guodong Tan, Qiankun Li, Jun Yu, Quan Wen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Progressive Large-Scale Modeling via Temporal-Spatial Focus Connector for Micro-Action Recognition.

Qiankun Li, Qiupu Chen, Huabao Chen, Feng He, Depeng Li, Zhigang Zeng

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

The Cyber-Physical System of Oral Health Monitoring: A Data-Driven Approach for Inference.

Shuo Wang, Qiankun Li, Wanxiu Xu, Dezhi Yuan, Baokang Wu, Qingqin Xu

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Recognizing Diabetic Foot Progression via Multimodal Fusion of Infrared Thermography and Clinical Data.

Guanyu Chen, Huarui Liu, Qiankun Li, Liang Lu, Xianjun Yang, Yining Sun, Yang Xu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Embracing Large Natural Data: Enhancing Medical Image Analysis via Cross-Domain Fine-Tuning.

Qiankun Li, Xiaolong Huang, Bo Fang, Huabao Chen, Siyuan Ding, Xu Liu

IEEE J. Biomed. Health Informatics, August, 2024

PGA-Net: Polynomial Global Attention Network With Mean Curvature Loss for Lane Detection.

Qiankun Li, Xianwang Yu, Junxin Chen, Ben-Guo He, Wei Wang, Danda B. Rawat, Zhihan Lyu

IEEE Trans. Intell. Transp. Syst., January, 2024

An Adaptive Enhancement Method of Malicious Traffic Samples Based on DCGAN-ResNet System.

Qiankun Li, Juan Li, Yao Li, Feng Jiu, Yunxia Chu

Int. J. Inf. Technol. Syst. Approach, 2024

DeepSweep: Real-Time Multi-View 3D Pose Estimation Via Cross-View Deep Matching and Plane Sweeping.

Wenrui Zhu, Qiankun Li, Debin Liu, Zengfu Wang

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Enhancing Semi-Dense Feature Matching Through Probabilistic Modeling of Cascaded Supervision and Consistency.

Hongchang Min, Yihong Tang, Qiankun Li, Zengfu Wang

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Advancing Micro-Action Recognition with Multi-Auxiliary Heads and Hybrid Loss Optimization.

Qiankun Li, Xiaolong Huang, Huabao Chen, Feng He, Qiupu Chen, Zengfu Wang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Incorporating Higher-order Structural Information for Graph Clustering.

Qiankun Li, Haobing Liu, Ruobing Jiang, Tingting Wang

Proceedings of the Database Systems for Advanced Applications, 2024

ICAF-4: An Integrated Framework of Category-level Articulated Object Perception and Manipulation for Embodied Intelligence.

Wenbo Xu, Li Zhang, Qiankun Li, Qi Wu, Lin Yuanbo Wu, Liu Liu

Proceedings of the 35th British Machine Vision Conference, 2024

One Step Learning, One Step Review.

Xiaolong Huang, Qiankun Li, Xueran Li, Xuesong Gao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

An Efficient Medical Image Encryption Scheme Utilizing Nonuniform Cellular Automaton.

Wenrui Lv, Junxin Chen, Qiankun Li, Xu Xu, Chong Fu

Int. J. Bifurc. Chaos, August, 2023

Fault Diagnosis of Bearings and Gears Based on LiteNet With Feature Aggregation.

Qiankun Li, Xin Ma, Mingliang Cui, Yu Hu, Jingfeng Zhao, Youqing Wang

IEEE Trans. Instrum. Meas., 2023

Data-Efficient Masked Video Modeling for Self-supervised Action Recognition.

Qiankun Li, Xiaolong Huang, Zhifan Wan, Lanqing Hu, Shuzhe Wu, Jie Zhang, Shiguang Shan, Zengfu Wang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Semi-supervised 3D Tooth Segmentation Using nn-UNet with Axial Attention and Positional Correction.

Qiupu Chen, Yimou Wang, Jun Xu, Qiankun Li

Proceedings of the Semi-supervised Tooth Segmentation - First MICCAI Challenge, 2023

LABANet: Lead-Assisting Backbone Attention Network for Oral Multi-Pathology Segmentation.

Huabao Chen, Xiaolong Huang, Qiankun Li, Jianqing Wang, Bo Fang, Junxin Chen

Proceedings of the IEEE International Conference on Acoustics, 2023

PnP-AE: A Plug-and-Play Module for Volumetric Medical Image Segmentation.

Qiankun Li, Xiaolong Huang, Bo Fang, Yani Zhang, Yongyong Chen, Junxin Chen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Mitigating Context Bias in Action Recognition via Skeleton-Dominated Two-Stream Network.

Qiankun Li, Xiaolong Huang, Yuwen Luo, Xiaoyu Hu, Xinyu Sun, Zengfu Wang

Proceedings of the 2023 Workshop on Advanced Multimedia Computing for Smart Manufacturing and Engineering, 2023

Plug-and-Play Multi-class Lane Detection Module.

Qiankun Li, Huabao Chen, Debin Liu, Zengyu Qiu, Zengfu Wang

Proceedings of the 2023 Workshop on Advanced Multimedia Computing for Smart Manufacturing and Engineering, 2023

2022

2nd Place Solution to Google Universal Image Embedding.

Xiaolong Huang, Qiankun Li

CoRR, 2022

MASNet: Improve Performance of Siamese Networks with Mutual-attention for Remote Sensing Change Detection Tasks.

Hongbin Zhou, Yupeng Ren, Qiankun Li, Jun Yin, Yonggang Lin

CoRR, 2022

Single-Ring Erbium Doped Fiber Amplifier with Low Differential Modal Gain Supporting 18 Orbital Angular Momentum Modes.

Jiaqi Wang, Hu Zhang, Songke Fang, Lixia Xi, Xiaoguang Zhang, Qiankun Li

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

2021

Multimode Processes Monitoring based on Slow Feature Analysis with Personalized Modeling.

Xin Ma, Shaoxu Gao, Rongmin Chai, Qiankun Li, Haixin Ma, Youqing Wang

Proceedings of the CAA Symposium on Fault Detection, 2021

2018

A Hybrid Fault Diagnosis Approach for Rotating Machinery with the Fusion of Entropy-Based Feature Extraction and SVM Optimized by a Chaos Quantum Sine Cosine Algorithm.

Wenlong Fu, Jiawen Tan, Chaoshun Li, Zubing Zou, Qiankun Li, Tie Chen

Entropy, 2018

Building a Cloud-Ready Program: A highly scalable Implementation based on Kubernetes.

Qiankun Li, Gang Yin, Tao Wang, Yue Yu

Proceedings of the 2nd International Conference on Advances in Image Processing, 2018