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ORCIDQiankun Li 0004
Person information
- affiliation: Imperial College London (IC), Imperial Global Singapore (IGS), UK
- affiliation: Nanyang Technological University (NTU), College of Computing and Data Science (CCDS), Singapore
- affiliation: National Engineering Research Center of Speech and Language Information Processing (NERC-SLIP), China
- affiliation (PhD 2025): University of Science and Technology of China (USTC), Department of Automation, China
Other persons with the same name
- Qiankun Li — disambiguation page
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2020 – today
- 2026
[j14]Jinyue Li
, Yuzhou Yu, Jingjing Yang, Meng Fu, Yani Zhang, Shuyao He, Dianlong Ge, Xin Ning, Yannan Chu, Qiankun Li:
M3Net: A macro → meso → micro clinical-inspired hierarchical 3D network for pulmonary nodule classification. Inf. Fusion 133: 104334 (2026)- [j13]Mingzhi Wang, Junxin Chen, Qiankun Li, Qiang He, Jun Mou, Wei Wang:
SelSSM: Selective state space module empowered generative adversarial networks for multi-modal MR image synthesis. Inf. Fusion 135: 104433 (2026) - [j12]Dezhi Yuan, Kunpeng Zhu, Dongpeng Liang, Qiankun Li, Shuo Wang:
Hybrid knowledge-based deep learning method for tool wear state monitoring. J. Intell. Manuf. 37(4): 1733-1751 (2026) - [j11]Jingyuan Shao, Huabao Chen, Qiankun Li, Xiang Huang, Jiong Shu, Lingling Liu, Shaobin Dou, Hongzhi Wang:
Multi-stage dual-domain progressive network with synergistic training for sparse-view CT reconstruction. Neural Networks 195: 108221 (2026) - [j10]Linfei Feng, Qiankun Li, Hao Wang, Xuanyu Li, Fei Xie, Feng He, Xin Ning, Prayag Tiwari, Jun Hou:
Advancing oral leukoplakia progression recognition: A benchmark with dataset, method, and application. Neural Networks 195: 108256 (2026) - [j9]Xin Ning, Qiankun Li, Xiaolong Huang, Qiupu Chen, Feng He, Weijun Li, Prayag Tiwari, Xinwang Liu:
Neural Network Optimization Reimagined: Decoupled Techniques for Scratch and Fine-Tuning. IEEE Trans. Pattern Anal. Mach. Intell. 48(9): 10221-10234 (2026) - [j8]Qiankun Li, Xiaolong Huang, Yani Zhang, Bo Fang, Duo Hong, Junxin Chen:
Empowering 2D neural network for 3D medical image segmentation via neighborhood information fusion. Pattern Recognit. 175: 113035 (2026) - [i29]Zhenhong Zhou, Shilinlu Yan, Chuanpu Liu, Qiankun Li, Kun Wang, Zhigang Zeng:
CSSBench: Evaluating the Safety of Lightweight LLMs against Chinese-Specific Adversarial Patterns. CoRR abs/2601.00588 (2026) - [i28]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:
RareAlert: Aligning heterogeneous large language model reasoning for early rare disease risk screening. CoRR abs/2601.18132 (2026) - [i27]Yanwei Yue, Guibin Zhang, Boci Peng, Xuanbo Fan, Jiaxin Guo, Qiankun Li, Yan Zhang:
Mem-T: Densifying Rewards for Long-Horizon Memory Agents. CoRR abs/2601.23014 (2026) - [i26]Kun Wang, Zherui Li, Zhenhong Zhou, Yitong Zhang, Yan Mi, Kun Yang, Yiming Zhang, Junhao Dong, Zhongxiang Sun, Qiankun Li, Yang Liu:
Omni-Safety under Cross-Modality Conflict: Vulnerabilities, Dynamics Mechanisms and Efficient Alignment. CoRR abs/2602.10161 (2026) - [i25]Jing Tang, Kun Wang, Haolang Lu, Hongjin Chen, KaiTao Chen, Zhongxiang Sun, Qiankun Li, Lingjuan Lyu, Guoshun Nan, Zhigang Zeng:
Diagnosing Knowledge Conflict in Multimodal Long-Chain Reasoning. CoRR abs/2602.14518 (2026) - [i24]Zixuan Xu, Tiancheng He, Huahui Yi, Kun Wang, Xi Chen, Gongli Xi, Qiankun Li, Kang Li, Yang Liu, Zhigang Zeng:
SaFeR-ToolKit: Structured Reasoning via Virtual Tool Calling for Multimodal Safety. CoRR abs/2603.02635 (2026) - [i23]Junyuan Mao, Qiankun Li, Linghao Meng, Zhicheng He, Xinliang Zhou, Kun Wang, Yang Liu, Yueming Jin:
Granulon: Awakening Pixel-Level Visual Encoders with Adaptive Multi-Granularity Semantics for MLLM. CoRR abs/2603.08800 (2026) - [i22]Jinyue Li, Yuci Liang, Qiankun Li, Xinheng Lyu, Jiayu Qian, Huabao Chen, Kun Wang, Zhigang Zeng, Anil Anthony Bharath, Yang Liu:
PathMem: Toward Cognition-Aligned Memory Transformation for Pathology MLLMs. CoRR abs/2603.09943 (2026) - [i21]Daichao Zhao, Qiupu Chen, Feng He, Xin Ning, Qiankun Li:
HG-Lane: High-Fidelity Generation of Lane Scenes under Adverse Weather and Lighting Conditions without Re-annotation. CoRR abs/2603.10128 (2026) - [i20]Haolong Hu, Hanyu Li, Tiancheng He, Huahui Yi, An Zhang, Qiankun Li, Kun Wang, Yang Liu, Zhigang Zeng:
SaFeR-Steer: Evolving Multi-Turn MLLMs via Synthetic Bootstrapping and Feedback Dynamics. CoRR abs/2604.16358 (2026) - [i19]Xin Ning, Qiankun Li, Xiaolong Huang, Qiupu Chen, Feng He, Weijun Li, Prayag Tiwari, Xinwang Liu:
Neural Network Optimization Reimagined: Decoupled Techniques for Scratch and Fine-Tuning. CoRR abs/2604.22838 (2026) - [i18]Jinyue Li, Yuzhou Yu, Jingjing Yang, Meng Fu, Yani Zhang, Shuyao He, Dianlong Ge, Xin Ning, Yannan Chu, Qiankun Li:
M3Net: A Macro-to-Meso-to-Micro Clinical-inspired Hierarchical 3D Network for Pulmonary Nodule Classification. CoRR abs/2605.12570 (2026) - [i17]Liang Lin, Chunxi Luo, Kaiwen Luo, Jie Zhang, Jin Wang, Yuanhe Zhang, Yuchen Cai, Qiankun Li, Gongli Xi, Zhenhong Zhou, Kun Wang, Junhao Dong:
EchoDistill:Alignment Noisy-to-Clean Self-Distillation for Robust Audio LLMs. CoRR abs/2605.23954 (2026) - [i16]Rui Hao, Qiankun Li, Junyuan Mao, Linghao Meng, Dirui Xie, Dayu Tan, Zhigang Zeng:
Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence. CoRR abs/2607.00060 (2026) - [i15]Zhongxiang Sun, Haolang Lu, Qiang Ma, Qi Li, Qipeng Wang, Liang Pang, Chenyu Liu, Qiankun Li, Hao Sun, Kun Wang, Yi Zeng, Jun Xu, Guoqi Li, Ji-Rong Wen:
NeuroCogMap Reveals Cognitive Organization of Large Language Models. CoRR abs/2607.00397 (2026) - [i14]Feng He, Zhenting Wang, Qifan Wang, Qiang Guan, Dongfang Liu, Ruixiang Tang, Qiankun Li:
HIVE: Understanding Post-Hallucination Reasoning in Vision Language Models. CoRR abs/2607.07507 (2026) - [i13]Xi Chen, Hongru Zhou, Shiyu Feng, Hanyu Zhou, Huahui Yi, Rongsheng Wang, Tiancheng He, Kun Wang, Pingping Liu, Qiankun Li, Sicheng Lin, Huiying Ou, Xiaohong Zheng, Tianying Zang, Zhuohang Wu, Leheng Jiang, Kexin Cao, Wenhan Zhang, ChengYi Li, Zhiyang Wang, Songlin Li, Benyou Wang, Ningbei Yin, Shaoting Zhang, Weili Fu, Jian Li, Kang Li:
RareLens: Towards End-to-End Rare Disease Care via Aligning Divergent Large Language Model Reasoning. CoRR abs/2607.23290 (2026) - [i12]Linghao Meng, Qiankun Li, Junyuan Mao, Pujin Liao, Zhicheng He, Enbo Zhang, Kun Wang, Yang Liu, Huazhu Fu, Yueming Jin:
Reasoning with Memory: A Temporal Granularity-Adaptive Framework for Training-Free Long Video Understanding. CoRR abs/2607.24794 (2026) - 2025
- [j7]Qiupu Chen, Yimou Wang, Fenmei Wang, Duolin Sun, Qiankun Li:
Decoding text from electroencephalography signals: A novel Hierarchical Gated Recurrent Unit with Masked Residual Attention Mechanism. Eng. Appl. Artif. Intell. 139: 109615 (2025) - [j6]Qiankun Li, Huabao Chen, Xiaolong Huang, Mengting He, Xin Ning, Gang Wang, Feng He:
Oral multi-pathology segmentation with Lead-Assisting Backbone Attention Network and synthetic data generation. Inf. Fusion 118: 102892 (2025) - [j5]Feng He, Hanlin Li, Xin Ning, Qiankun Li:
BeautyDiffusion: Generative latent decomposition for makeup transfer via diffusion models. Inf. Fusion 123: 103241 (2025) - [j4]Qiankun Li, Yimou Wang, Yani Zhang, Zhaoyu Zuo, Junxin Chen, Wei Wang:
Fuzzy-ViT: A Deep Neuro-Fuzzy System for Cross-Domain Transfer Learning From Large-Scale General Data to Medical Image. IEEE Trans. Fuzzy Syst. 33(1): 231-241 (2025) - [c15]Guanyu Chen, Huarui Liu, Qiankun Li, Liang Lu, Xianjun Yang, Yining Sun, Yang Xu:
Recognizing Diabetic Foot Progression via Multimodal Fusion of Infrared Thermography and Clinical Data. BIBM 2025: 3480-3485 - [c14]Shuo Wang, Qiankun Li, Wanxiu Xu, Dezhi Yuan, Baokang Wu, Qingqin Xu:
The Cyber-Physical System of Oral Health Monitoring: A Data-Driven Approach for Inference. ICIC (27) 2025: 25-36 - [c13]Qiankun Li, Qiupu Chen, Huabao Chen, Feng He, Depeng Li, Zhigang Zeng:
Progressive Large-Scale Modeling via Temporal-Spatial Focus Connector for Micro-Action Recognition. ACM Multimedia 2025: 14222-14228 - [c12]Feng He, Guodong Tan, Qiankun Li, Jun Yu, Quan Wen:
From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy. NeurIPS 2025 - [c11]Qiankun Li, Feng He, Huabao Chen, Xin Ning, Kun Wang, Zengfu Wang:
Unleashing Foundation Vision Models: Adaptive Transfer for Diverse Data-Limited Scientific Domains. NeurIPS 2025 - [i11]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:
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR abs/2504.15585 (2025) - [i10]Yiming Zhang, Chengzhang Yu, Zhuokai Zhao, Kun Wang, Qiankun Li, Zihan Chen, Yang Liu, Zenghui Ding, Yining Sun:
CircuitProbe: Dissecting Spatiotemporal Visual Semantics with Circuit Tracing. CoRR abs/2507.19420 (2025) - [i9]Huahui Yi, Kun Wang, Qiankun Li, Miao Yu, Liang Lin, Gongli Xi, Hao Wu, Xuming Hu, Kang Li, Yang Liu:
SaFeR-VLM: Toward Safety-aware Fine-grained Reasoning in Multimodal Models. CoRR abs/2510.06871 (2025) - [i8]Haolang Lu, Bolun Chu, Weiye Fu, Guoshun Nan, Junning Liu, Minghui Pan, Qiankun Li, Yi Yu, Hua Wang, Kun Wang:
Mitigating Hallucination in Multimodal Reasoning via Functional Attention Control. CoRR abs/2510.10285 (2025) - [i7]Feng He, Guodong Tan, Qiankun Li, Jun Yu, Quan Wen:
From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy. CoRR abs/2510.22577 (2025) - [i6]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:
Rethinking Facial Expression Recognition in the Era of Multimodal Large Language Models: Benchmark, Datasets, and Beyond. CoRR abs/2511.00389 (2025) - [i5]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:
OralGPT-Omni: A Versatile Dental Multimodal Large Language Model. CoRR abs/2511.22055 (2025) - [i4]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:
Memory in the Age of AI Agents. CoRR abs/2512.13564 (2025) - [i3]Qiankun Li, Feng He, Huabao Chen, Xin Ning, Kun Wang, Zengfu Wang:
Unleashing Foundation Vision Models: Adaptive Transfer for Diverse Data-Limited Scientific Domains. CoRR abs/2512.22664 (2025) - 2024
- [j3]Qiankun Li, Xiaolong Huang, Bo Fang, Huabao Chen, Siyuan Ding, Xu Liu:
Embracing Large Natural Data: Enhancing Medical Image Analysis via Cross-Domain Fine-Tuning. IEEE J. Biomed. Health Informatics 28(8): 4512-4521 (2024) - [j2]Qiankun Li, Xianwang Yu, Junxin Chen, Ben-Guo He, Wei Wang, Danda B. Rawat, Zhihan Lyu:
PGA-Net: Polynomial Global Attention Network With Mean Curvature Loss for Lane Detection. IEEE Trans. Intell. Transp. Syst. 25(1): 417-429 (2024) - [c10]Xiaolong Huang, Qiankun Li, Xueran Li, Xuesong Gao:
One Step Learning, One Step Review. AAAI 2024: 12644-12652 - [c9]Qiankun Li, Xiaolong Huang, Huabao Chen, Feng He, Qiupu Chen, Zengfu Wang:
Advancing Micro-Action Recognition with Multi-Auxiliary Heads and Hybrid Loss Optimization. ACM Multimedia 2024: 11313-11319 - [c8]Wenrui Zhu, Qiankun Li, Debin Liu, Zengfu Wang:
DeepSweep: Real-Time Multi-View 3D Pose Estimation Via Cross-View Deep Matching and Plane Sweeping. PRCV (11) 2024: 518-532 - [c7]Hongchang Min, Yihong Tang, Qiankun Li, Zengfu Wang:
Enhancing Semi-Dense Feature Matching Through Probabilistic Modeling of Cascaded Supervision and Consistency. PRCV (15) 2024: 553-566 - [i2]Xiaolong Huang, Qiankun Li, Xueran Li, Xuesong Gao:
One Step Learning, One Step Review. CoRR abs/2401.10962 (2024) - 2023
- [j1]Wenrui Lv, Junxin Chen, Qiankun Li, Xu Xu, Chong Fu:
An Efficient Medical Image Encryption Scheme Utilizing Nonuniform Cellular Automaton. Int. J. Bifurc. Chaos 33(10): 2350119:1-2350119:21 (2023) - [c6]Qiankun Li, Huabao Chen, Debin Liu, Zengyu Qiu, Zengfu Wang:
Plug-and-Play Multi-class Lane Detection Module. AMC-SME 2023: 19-23 - [c5]Qiankun Li, Xiaolong Huang, Yuwen Luo, Xiaoyu Hu, Xinyu Sun, Zengfu Wang:
Mitigating Context Bias in Action Recognition via Skeleton-Dominated Two-Stream Network. AMC-SME 2023: 65-70 - [c4]Qiankun Li, Xiaolong Huang, Bo Fang, Yani Zhang, Yongyong Chen, Junxin Chen:
PnP-AE: A Plug-and-Play Module for Volumetric Medical Image Segmentation. BIBM 2023: 2059-2064 - [c3]Huabao Chen, Xiaolong Huang, Qiankun Li, Jianqing Wang, Bo Fang, Junxin Chen:
LABANet: Lead-Assisting Backbone Attention Network for Oral Multi-Pathology Segmentation. ICASSP 2023: 1-5 - [c2]Qiupu Chen, Yimou Wang, Jun Xu, Qiankun Li:
Semi-supervised 3D Tooth Segmentation Using nn-UNet with Axial Attention and Positional Correction. SemiToothSeg@MICCAI 2023: 96-109 - [c1]Qiankun Li, Xiaolong Huang, Zhifan Wan, Lanqing Hu, Shuzhe Wu, Jie Zhang, Shiguang Shan, Zengfu Wang:
Data-Efficient Masked Video Modeling for Self-supervised Action Recognition. ACM Multimedia 2023: 2723-2733 - 2022
- [i1]Xiaolong Huang, Qiankun Li:
2nd Place Solution to Google Universal Image Embedding. CoRR abs/2210.08735 (2022)
Coauthor Index
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