发表论文

 

2026
Federated Semi-Supervised Calibrated Efficient Fine-Tuning of Foundation Models for Medical Image Classification
Along He, Yanlin Wu, Linlin Shen, Tao Li*, Ke Zou and Huazhu Fu
Accepted by Knowledge-Based Systems, 310: 112909
[J]SCI Q1 TopCCF-CIF = 7.6Jan 11, 2026
Be Bayesian by Attachments to Catch More Uncertainty
Shiyu Shen, Bin Pan*, Tianyang Shi, Tao Li and Zhenwei Shi
Accepted by Pattern Recognition
[J]SCI Q1 TopCCF-BIF = 7.6Jan 12, 2026
Towards Efficient Graph-RAG via Structure-aware Intermediate Representation: Incremental Collaborative Exploration on Knowledge Graph
Jing Wang, Zhiwei Xu*, Siyuan Liu, Ye Lu and Tao Li*
Accepted by Knowledge-Based Systems
[J]SCI Q1 TopCCF-CIF = 7.6Mar 28 2026
Fuzzing JavaScript JIT Compilers with Optimization Path Feedback
Jiming Wang, Chenggang Wu, Yan Kang, Yuhao Hu, Yue Sun, Jikai Ren, Yuanming Lai*, Mengyao Xie, Chao Zhang, Tao Li and Zhe Wang
Accepted by  IEEE Transactions on Dependable and Secure Computing
[J]SCI Q2 TopCCF-AIF = 7.5May 7 2026
Overlapping pyramid vision Transformer enables fine-grained SAR ship detection and classification
Zequn Sun, Jiajie Ma, Chunning Meng, Lijun Zhao, Lianzhi Huo, Tao Li, Zhiqing Zhang*, Shengjiang Chang and Zhe Wang
Accepted by  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
[J]SCI Q2IF = 5.3May 18 2026
PRAD++: Towards Robust Periapical Radiograph Analysis through Dataset and Model Advancements
Zhenhuan Zhou, Yuchen Zhang*, Peng Wang, Xiaohang Guan andTao Li*
Accepted by  IEEE Transactions on Medical Imaging
[J]SCI Q1 TopCCF-BIF = 9.8May 27 2026
2025
DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for Medical Image Analysis
Along He, Yanlin Wu, Zhihong Wang, Tao Li* and Huazhu Fu
Accepted by Neural Networks (NN)
[J]SCI Q2 TopCCF-BIF = 6.3Jan 12, 2025
Hybrid-Granularity Parallelism Support for Fast Transaction Processing in Blockchain-based Federated Learning
Mulin Li, Zhaolong Jian, Kaixuan Yang, Xueshuo Xie*, Wajdy Othman and Tao Li*
Accepted by 39th IEEE International Parallel & Distributed Processing Symposium (PDPS 2025)
[C]CCF-BJun 3-7, 2025
DMRP: Privacy-Preserving Deep Learning Model with Dynamic Masking and Random Permutation
Chongzhen Zhang*, Zhiwang Hu, Xiangrui Xu, Yong Liu, Bin Wang, Jian Shen, Tao Li, Yu Huang, Baigen Cai and Wei Wang
Accepted by Journal of Information Security and Applications (JISA)
[J]SCI Q3IF = 3.7Feb 10, 2025
On the Performance and Memory Footprint of Distributed Training: An Empirical Study on Transformers
Zhengxian Lu, Fangyu Wang, Zhiwei Xu, Fei Yang* and Tao Li*
Accepted by Software: Practice and Experience (SPE)
[J]SCI Q4CCF-BIF = 2.7Mar 2025
ADFQ-ViT: Activation-Distribution-Friendly post-training Quantization for Vision Transformers
Yanfeng Jiang, Ning Sun, Xueshuo Xie, Fei Yang* and Tao Li*
Accepted by Neural Networks (NN)
[J]SCI Q2 TopCCF-BIF = 6.3Feb 2025
SQ-Delta: Ultra-High Delta Compression for LLMs via Joint Sparsification-Quantization
Yanfeng Jiang, Zelan Yang, Bohua Chen, Shen Li, Yong Li, and Tao Li*
Accepted by IEEE International Conference on Multimedia & Expo (ICME)
[C]CCF-BMar 21, 2025
SmartZone: Runtime Support for Secure and Efficient On-device Inference on ARM TrustZone
Zhaolong Jian, Xu Liu, Qiankun Dong, Longkai Cheng, Xueshuo Xie and Tao Li*
Accepted by IEEE Transactions on Computers (IEEE TC)
[J]SCI Q2CCF-AIF = 3.8Mar 2025
AdaptFRCNet: Semi-supervised Adaptation of Pre-trained Model with Frequency and Region Consistency for Medical Image Segmentation
Along He, Yanlin Wu, Zhihong Wang, Tao Li* and Huazhu Fu
Accepted by Medical Image Analysis (MedIA)
[J]SCI Q1 TopCCF-CIF = 11.8Apr 25, 2025
Transformer for Multitemporal Hyperspectral Image Unmixing
Hang Li, Qiankun Dong, Xueshuo Xie, Xia Xu*, Tao Li* and Zhenwei Shi
Accepted by IEEE Transactions on Image Processing (TIP)
[J]SCI Q1CCF-AIF = 13.7May 2025
The detention performance enhancement of single gallium arsenide nanowire photodetector by nitrogen plasma treatment
Hao Huang*, Dong Xu, Tao Li, Renda Gui, Shuo Li, Wai-Hung Ip and Kai-Leung Yung
Accepted by Nanotechnology
[J]SCI Q4IF = 2.8Jun 17, 2025
A Novel Framework for Data Augmentation on Appearance Changes for Long-Term Person Re-identification
Mengmeng Liu, Tao Li, Zhihong Wang, Along He, Tehui Huang and Qiankun Dong*
Accepted by IEEE International Conference on JointCloud Computing 2025 (IEEE JCC 2025)
[C]Jun 2025
Towards Automated Pediatric Dental Development Staging: A Dataset and Model
Peng Wang, Along He, Zhihong Wang, Anli Wang, Zhenhuan Zhou and Tao Li*
Accepted by Medical Image Computing and Computer Assisted Intervention 2025 (MICCAI 2025)
[C]CCF-BJun 2025
PRAD: Periapical Radiograph Analysis Dataset and Benchmark Model Development
Zhenhuan Zhou†, Yuchen Zhang†, Ruihong Xu, Xuansen Zhao and Tao Li*
Accepted by Medical Image Computing and Computer Assisted Intervention 2025 (MICCAI 2025)
[C]CCF-BJun 2025
FedEditor: Efficient and Effective Federated Unlearning in Cooperative Intelligent Transportation Systems
Xiaohan Yuan, Jiqiang Liu, Bin Wang*, Guorong Chen, Xiangrui Xu, Junyong Wang, Tao Li and Wei Wang
Accepted by IEEE Transactions on Information Forensics and Security (IEEE TIFS)
[J]SCI Q1 TopCCF-AIF = 8Jun 2025
Evolutionary Multi-Objective Deep Reinforcement Learning for Task Offloading in Industrial Internet of Things
Xu Liu, Zheng-Yi Chai, Yan-Yang Cheng, Ya-Lun Li, and Tao Li*
Accepted by IEEE Transactions on Network and Service Management (TNSM)
[J]SCI Q2CCF-CIF = 5.4Jun 2025
Towards Mitigation of Hallucination for LLM-empowered Agents: Progressive Generalization Bound Exploration and Watchdog Monitor
Siyuan Liu, Wenjing Liu, Zhiwei Xu*, Xin Wang, Bo Chen and Tao Li*
Accepted by the 28th European Conference on Artificial Intelligence (ECAI 2025)
[C]CCF-BJul 11, 2025
Cochain: Architectural Support Mechanism for Blockchain-based Task Scheduling
Yaozheng Fang, Yibing Jiang, Xueshuo Xie, Zhaolong Jian, Tao Li*, Zhiguo Wan, and Grace Wang
Accepted by the 16th International Symposium on Advanced Parallel Processing Technology (APPT 2025)
[C]Jul 19, 2025
TAPE: A Multi-Agent Framework for Task-adaptive Planning and Execution in Resource-Constrained Environments
Xiaoyu Zhang, Yi Wang, Along He, Haobin Wang and Tao Li*
Accepted by Expert Systems With Applications (ESWA)
[J]SCI Q1 TopCCF-CIF = 7.5Aug 2025
HookMoE: A learnable performance compensation strategy of Mixture-of-Experts for LLM inference acceleration
Longkai Cheng†, Along He†, Mulin Li, Xueshuo Xie* and Tao Li*
Accepted by The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
[C]CCF-BAug 21, 2025
CustomFair: A Customized Fairness Method for Federated Recommender Systems in Social Internet of Things
Guorong Chen, Chao Li, Fei Du, Xiaohan Yuan, Cheng Chi, Zihang Yin, Bin Wang*, Tao Li, Xuhua Bao and Wei Wang
Accepted by IEEE Internet of Things Journal
[J]SCI Q2 TopCCF-CIF = 8.9Sep 2025
具身智能——从智能感知到生态共生的进化
许志伟, 李涛
计算, 2025, 1(4): 20−21, 27
[J]
全栈开源技术为人形机器人赋能
邢伯阳, 谢佳胤, 李永耀, 李涛
计算, 2025, 1(4): 57−63
[J]
具身无人系统的开放交互
胡木, 许志伟, 曾勇, 王喆, 谢鲲
计算, 2025, 1(4): 49−56
[J]
LFT-UNet: A lightweight fusion of transformer and U-Net architectures for embedded medical image segmentation
Zehui Dong, Hanmeng Wang, Zhiwei Xu, Kai Wu, Shutong Li, and Tao Li*
Accepted by Biomedical Signal Processing and Control (BSPC)
[J]SCI Q2IF = 4.9Aug 7, 2025
AEDS: An Affinity-driven Efficient DRL-based Task Scheduling Framework for Edge Computing
Xu Liu, Zhaolong Jian, Xueshuo Xie*, Qiankun Dong, Mulin Li, Xiaoyu Zhang, and Tao Li*
Accepted by IEEE Transactions on Mobile Computing (TMC)
[J]SCI Q1CCF-AIF = 9.2Sep 2025
PCVMNet: Landmark-Aware Transformer Network for Pediatric Cervical Vertebral Maturation Assessment
Peng Wang†, Xiaohang Guan†, Anli Wang, Zhenguo Zhang, Xueshuo Xie and Tao Li*
Accepted by 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2025)
[C]CCF-B2025
Col-TEEs: Secure and Efficient Collaborative Inference Framework in Heterogeneous TEEs
Xu Liu, Tao Li, Zhaolong Jian, Xueshuo Xie*, Mulin Li, and Gang Wang*
Accepted by IEEE International Conference on Parallel and Distributed Systems (ICPADS 2025)
[C]CCF-C2025
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild
Jiatai Wang, Zhiwei Xu*, Di Jin, Xuewen Yang and Tao Li*
Accepted by The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026)
[C]CCF-ANov 2025
Sequence to Location: Protein Subcellular Localization Driven by Deep Pretrained Language Model
Chen Song, Shidong Wu, Xiankun Zhang*, Mengyu Li and Tao Li
Accepted by IEEE Transactions on Computational Biology and Bioinformatics (IEEE TCBB)
[J]SCI Q3CCF-BIF = 3.4Nov 2025
MoGL: A Mixture of Heterogeneous Experts for Collaborative Graph Learning
Gonghai Zhou, Zhiwei Xu*, Kaixuan Yang, Jiatai Wang, Zhengxian Lu and Tao Li*
Accepted by Neural Networks (NN)
[J]SCI Q2 TopCCF-BIF = 6.3Dec 2025
2024
Reducing the statistical error of generative adversarial networks using space-filling sampling
Sumin Wang, Yuyou Gao, Yongdao Zhou, Bin Pan, Xia Xu*, Tao Li
Accepted by Stat. https://doi.org/10.1002/sta4.655
[J]SCI Q4IF = 0.8Feb 2024
PaVM: A Parallel Virtual Machine for Smart Contract Execution and Validation
Yaozheng Fang, Zhiyuan Zhou, Surong Dai, Jinni Yang, Hui Zhang, Ye Lu*
Accepted by IEEE TPDS Volume: 35, Issue: 1, Page(s): 186 - 202
[J]SCI Q2 TopCCF-AIF = 6Jan 2024
Winols: A Large-Tiling Sparse Winograd CNN Accelerator on FPGAs
Kunpeng Xie, Ye Lu*, Xinyu He, Dezhi Yi, Huijuan Dong, and Yao Chen
Accepted by ACM TACO 2024
[C]CCF-A2024
NKUT: Dataset and Benchmark for Pediatric Mandibular Wisdom Teeth Segmentation
Zhenhuan Zhou, Yuzhu Chen, Along He, Xitao Que, Kai Wang, Rui Yao* and Tao Li*
Accepted by IEEE Journal of Biomedical and Health Informatics (IEEE JBHI)
[J]SCI Q2 TopCCF-CIF = 6.82024
OptFuzz: Optimization Path Guided Fuzzing for JavaScript JIT Compilers
Jiming Wang, Yan Kang, Chenggang Wu*, Yuhao Hu, Yue Sun, Jikai Ren, Yuanming Lai, Mengyao Xie, Tao Li, Zhe Wang
Accepted by USENIX Security '24 Winter
[C]2024
MEFold: Memory-Efficient Optimization for Protein Language Models via Chunk and Quantization
Yanfeng Jiang†, Ning Sun†, Zhengxian Lu, Shuang Peng, Yi Zhang, Fei Yang*, Tao Li*
Accepted by International Joint Conference on Neural Networks (IJCNN 2024)
[C]CCF-C2024
OAA: An Abstraction for Efficient Accelerator Adaptation in Deep Learning Frameworks
Zhengxian Lu, Chengkun Du, Xueshuo Xie*, Qiankun Dong, Cheng Gong, Tao Li*
Accepted by International Joint Conference on Neural Networks (IJCNN 2024)
[C]CCF-C2024
Hierarchical Mutual Information Analysis: Towards Multi-View Clustering in the Wild
Jiatai Wang†, Zhiwei Xu‡, Xuewen Yang§, Xin Wang¶, and Tao Li*
Accepted by International Joint Conference on Neural Networks (IJCNN 2024)
[C]CCF-C2024
Spatial-Frequency Dual Domain Attention Network For Medical Image Segmentation
Zhenhuan Zhou, Along He, Yanlin Wu, Rui Yao, Xueshuo Xie* and Tao Li*
Accepted by 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2024)
[C]CCF-B2024
FRCNet: Frequency and Region Consistency for Semi-supervised Medical Image Segmentation
Along He, Tao Li*, Yanlin Wu, Ke Zou and Huazhu Fu
Accepted by MICCAI 2024
[C]CCF-BOct 2024
Open-Set Semi-Supervised Medical Image Classification with Learnable Prototypes and Outlier Filter
Along He, Tao Li*, Yitian Zhao, Junyong Zhao and Huazhu Fu
Accepted by MICCAI 2024
[C]CCF-BOct 2024
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residua Noise
Zhenning Shi, Haoshuai Zheng, Changsheng Dong, Chen Xu, Bin Pan, Xueshuo Xie, Along He*, Tao Li* and Huazhu Fu
Accepted by NeurIPS 2024
[C]CCF-A2024
AIGC大模型测评综述：使能技术，安全隐患和应对
许志伟, 李海龙, 李博, 李涛, 王嘉泰, 谢学说, 董泽辉
计算机科学与探索
[J]May 22, 2024
Toward Generalized Multistage Clustering: Multiview Self-Distillation
Jiatai Wang, Zhiwei Xu*, Xin Wang and Tao Li*
Accepted by IEEE Transactions on Neural Networks and learning systems (TNNLS)
[J]SCI Q1 TopCCF-BIF = 8.9Oct 2024
Eyes on Federated Recommendation: Targeted Poisoning with Competition and Its Mitigation
Yurong Hao, Xihui Chen, Wei Wang*, Jiqiang Liu, Tao Li, Junyong Wang, Witold Pedrycz
Accepted by IEEE Transactions on Information Forensics and Security (IEEE TIFS)
[J]SCI Q1 TopCCF-AIF = 8Nov 2024
Minimize Quantization Output Error with Bias Compensation
Cheng Gong, Haoshuai Zheng, Mengting Hu, Zheng Lin, Deng-Ping Fan, Yuzhi Zhang and Tao Li*
CAAI Artificial Intelligence Research, 2024
[J]2024
Two-in-One Solution: Simultaneously Enhancing Security and Privacy for Data-Driven Models in Mobile Edge Computing
Pengrui Liu, Xiaohan Yuan, Wei Wang*, Xiangrui Xu, Tao Li, Junyong Wang, Bin Wang* and Witold Pedrycz
Accepted by IEEE Transactions on Consumer Electronics
[J]SCI Q2IF = 10.92024
Trans-SAM: Transfer Segment Anything Model to Medical Image Segmentation with Parameter-Efficient Fine-Tuning
Yanlin Wu, Zhihong Wang, Xiongfeng Yang, Hong Kang, Along He, Tao Li*
Accepted by Knowledge-Based Systems
[J]SCI Q1 TopCCF-CIF = 7.6Dec 2024
CRT and PUF-based Self/Mutual-healing Key Distribution Protocol with Collusion Resistance and Revocation Capability
Wajdy Othman, Zhong Hong, Miao Fuyou*, Kaiping Xue, Ammar Hawbani, Ruhul Amin, Liang Zhao, and Tao Li*
Accepted by IEEE Transactions on Mobile Computing (TMC)
[J]SCI Q1 TopCCF-AIF = 9.2Dec 2024
RobustPFL: Robust Personalized Federated Learning
Guorong Chen, Wei Wang*, Yufang Wu, Chao Li, Guangquan Xu, Shouling Ji, Tao Li, Meng Shen, Yufei Han
Accepted by IEEE Transactions on Dependable and Secure Computing (TDSC)
[J]SCI Q2 TopCCF-AIF = 7.5Dec 2024
Deep Feature Surgery: Towards Accurateand Efficient Multi-exit Networks
Gong Cheng, Yao Chen*, Qiuyang Luo, Ye Lu, Tao Li, Yuzhi Zhang, Yufei Sun* and Le Zhang
Accepted by European Conference on Computer Vision (ECCV)
[C]CCF-BNov 2024
2023
H2Former: An Efficient Hierarchical Hybrid Transformer for Medical Image Segmentation
Along He, Kai Wang, Tao Li*, Chengkun Du, Shuang Xia and Huazhu Fu
Accepted by IEEE Transactions on Medical Imaging
[J]SCI Q1 TopCCF-BIF = 9.8Mar 2023
Towards Convergence: A Gradient-Based Multiobjective Method With Greedy Hash for Hyperspectral Unmixing
Ruiying Li, Bin Pan*, Xia Xu, Tao Li and Zhenwei Shi
Accepted by IEEE Transactions on Geoscience and Remote Sensing
[J]SCI Q1 TopCCF-BIF = 8.6Apr 2023
TSC-VEE: A TrustZone-based Smart Contract Virtual Execution Environment
Zhaolong Jian, Ye Lu*, Youyang Qiao, Yaozheng Fang, Xueshuo Xie, Dayi Yang, Zhiyuan Zhou and Tao Li
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (IEEE TPDS), VOL. 34, NO. 6, pp1773-1788
[J]SCI Q2 TopCCF-AIF = 6Jun 2023
SAF-CNN：面向嵌入式FPGA的卷积神经网络稀疏化加速框架
谢坤鹏, 仪德智, 刘义情, 刘航, 赫鑫宇, 龚成*, 卢冶
计算机研究与发展, 60(5): 1053-1072
[J]CCF-A2023
Unmixing Guided Unsupervised Network for RGB Spectral Super-Resolution
Qiaoying Qu, Bin Pan, Xia Xu*, Tao Li and Zhenwei Shi
Accepted by IEEE Transactions on Image Processing (TIP)
[J]SCI Q1CCF-AIF = 13.7Jul 2023
LiCa: Label-indicate-Conditional-alignment Domain Generalization for Pixel-wise Hyperspectral Imagery Classification
Zhe Gao, Bin Pan*, Xia Xu, Tao Li, Zhenwei Shi
Accepted by IEEE Transactions on Geoscience and Remote Sensing
[J]SCI Q1 TopCCF-BIF = 8.62023
An Imbalanced Discriminant Alignment Approach for Domain Adaptive SAR Ship Detection
Bin Pan, Zhehao Xu, Tianyang Shi, Tao Li* and Zhenwei Shi
Accepted by IEEE Transactions on Geoscience and Remote Sensing
[J]SCI Q1 TopCCF-BIF = 8.6Jul 2023
Block-gram: Mining Knowledgeable Features for Smart Contract Vulnerability Detection
Xueshuo Xie*, Haolong Wang, Zhaolong Jian, Yaozheng Fang, Zichun Wang and Tao Li*
Digital Communications and Networks (DCN)
[J]SCI Q2IF = 7.52023
UnDAT: Double Aware Transformer for Hyperspectral Unmixing
Yuexin Duan†, Xia Xu†, Tao Li*, Bin Pan, and Zhenwei Shi
Accepted by IEEE Transactions on Geoscience and Remote Sensing (TGRS)
[J]SCI Q1 TopCCF-BIF = 8.6Aug 2023
Quantitative evaluation of deep learning frameworks in heterogeneous computing environment
Zhengxian Lu, Chengkun Du, Yanfeng Jiang, Xueshuo Xie, Tao Li*, Fei Yang
Accepted by CCF Transactions on High Performance Computing
[J]Aug 2023
DRS: A Deep Reinforcement Learning enhanced Kubernetes Scheduler for Microservice-based System
Zhaolong Jian, Xueshuo Xie, Yaozheng Fang, Yibing Jiang, Tao Li* and Ye Lu
Softw Pract Exper.
[J]SCI Q4IF = 2.72023
FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-hoc Networks
Xiaohan Yuan, Jiqiang Liu, Bin Wang*, Wei Wang, Bin Wang, Tao Li, Xiaobo Ma, Witold Pedrycz
Accepted by IEEE Transactions on Information Forensics and Security (TIFS)
[J]SCI Q1 TopCCF-AIF = 8Oct 2023
Differential Testing of Machine Translators based on Compositional Semantics
Shuang Liu, Shujie Dou, Junjie Chen, Zhirun Zhang, Ye Lu*
IEEE Transactions on Software Engineering
[J]SCI Q1 TopCCF-AIF = 5.62023
Memory-Efficient and Secure DNN Inference on TrustZone-enabled Consumer IoT Devices
Xueshuo Xie†, Haoxu Wang†, Zhaolong Jian, Tao Li*, Wei Wang, Zhiwei Xu and Guiling Wang
Accepted by INFOCOM’24
[C]CCF-A2023
Bilateral Supervision Network for Semi-supervised Medical Image Segmentation
Along He, Tao Li, Juncheng Yan, Kai Wang*, and Huazhu Fu
Accepted by IEEE Transactions on Medical Imaging (TMI)
[J]SCI Q1 TopCCF-BIF = 9.8Dec 2023
2022
SAA: Scale-aware attention block for multi-lesion segmentation of fundus images
Wang Bo, Tao Li, Xinhui Liu and Kai Wang*
Accepted by IEEE International Symposium on Biomedical Imaging (ISBI)
[C]Jan 2022
Deep Autoencoder for Hyperspectral Unmixing via Global-Local Smoothing
Xia Xu, Xinyu Song, Tao Li*, Zhenwei Shi and Bin Pan
Accepted by IEEE Transactions on Geoscience and Remote Sensing
[J]SCI Q1 TopCCF-BIF = 8.6Feb 2022
Dancing with Wolves: An Intra-process Isolation with Privileged Hardware
Chenggang Wu, Mengyao Xie, Zhe Wang, Yinqian Zhang, Kangjie Lu, Xiaofeng Zhang, Yuanming Lai, Yan Kang, Min Yang, and Tao Li
Accepted by IEEE Transactions on Dependable and Secure Computing
[J]SCI Q2 TopCCF-AIF = 7.5Apr 2022
A Systematic Study on Benchmarking AI Inference Accelerators
Zihan Jiang, Jiansong Li, Fangxin Liu, Wangling Gao, Lei Wang, Chuanxin Lan, Fei Tang, Lei Liu and Tao Li
Accepted by CCF Transactions on High Performance Computing
[J]Apr 2022
SmartVM: A Smart Contract Virtual Machine for Fast on-Chain DNN Computations
Tao Li, Yaozheng Fang, Ye Lu*, Jinni Yang, Zhaolong Jian, Zhiguo Wan and Yusen Li
Accepted by IEEE Transactions on Parallel and Distributed Systems (TPDS)
[J]SCI Q2 TopCCF-AIF = 6May 2022
Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation
Along He, Kai Wang, Tao Li*, Wang Bo, Hong Kang and Huazhu Fu
Accepted by IEEE Transactions on Medical Imaging
[J]SCI Q1 TopCCF-BIF = 9.8May 2022
Cost-Utility Analysis of Screening for Diabetic Retinopathy in China
Yue Zhang, Weiling Bai, Ruyue Li, Yifan Du, Runzhou Sun, Tao Li, Hong Kang, Ziwei Yang, Jianjun Tang, Ningli Wang, and Hanruo Liu
Health Data Science, Volumn 2022
[J]2022
Long-Term Person Re-identification with Dramatic Appearance Change: Algorithm and Benchmark
Mengmeng Liu, Zhi Ma, Tao Li, Yanfeng Jiang and Kai Wang*
Accepted by ACM International Conference on Multimedia (ACM MM 2022)
[C]CCF-AJun 2022
A Multi-objective Group Sparse Hyperspectral Unmixing Method with High Correlation Library
Xia Xu, Yanyi Wei, Tao Li, Zhenwei Shi and Bin Pan*
Accepted by IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
[J]SCI Q2IF = 5.3Aug 2022
AutoQNN: An End-to-End Framework for Automatically Quantizing Neural Networks
Gong Cheng, Lu Ye, Dai Surong, Deng Qian, Du Chengkun and Li Tao*
Accepted by Journal of Computer Science and Technology
[J]SCI Q4CCF-BIF = 1.3Dec 2022
FAQＧCNN: 面向量化卷积神经网络的嵌入式FPGA可扩展加速框架
谢坤鹏, 卢冶*, 靳宗明, 刘义情, 龚成, 陈新伟, 李涛
计算机研究与发展, 59(7): 1409-1427
[J]CCF-A2022
2021
Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks
Cheng Gong, Ye Lu, Kunpeng Xie, Zongming Jin, Tao Li* and Yanzhi Wang
IEEE Transactions on Parallel and Distributed Systems (TPDS), DOI 10.1109/TPDS.2021.3129615
[J]SCI Q2 TopCCF-AIF = 6Nov 2021
VecQ: Minimal Loss DNN Model Compression with Vectorized Weight Quantization
Cheng Gong, Yao Chen, Ye Lu*, Tao Li*, Cong Hao, and Deming Chen*
IEEE Transactions on Computers, Vol. 70, No. 5
[J]SCI Q2CCF-AIF = 3.8May 2021
A Thread Level SLO-Aware I/O Framework for Embedded Virtualization
Xiaoli Gong, Dingyuan Cao, Yuxuan Li, Ximing Liu, Yusen Li, Jin Zhang* and Tao Li*
IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 32, No. 3, 500-513
[J]SCI Q2 TopCCF-AIF = 6Mar 2021
A Systematic Review of Questionnaire-Based Quantitative Research on MOOCs
Mingxiao Lu, Tianyi Cui, Zhenyu Huang, Hong Zhao, Tao Li and Kai Wang
The International Review of Research in Open and Distributed Learning (IRRODL), Vol. 22, No. 2, 285-313
[J]SCI Q3IF = 1.9Jan 2021
Editorial for the special issue on reliability and power efficiency for HPC
Jifeng He, Chenggang Wu, Huawei Li, Yang Guo and Tao Li*
CCF Transactions on High Performance Computing
[J]Jan 20, 2021
A Confidence-Guided Evaluation for Log Parsers Inner Quality
Xueshuo Xie, Zhi Wang*, Xuhang Xiao, Ye Lu, Shenwei Huang and Tao Li
Mobile Networks and Applications, Vol. 26, No.4, 1638-1649
[J]SCI Q4CCF-CIF = 22021
μL2Q: 一种超低损失的深度神经网络量化方法
龚成, 卢冶*, 代素蓉, 刘方鑫, 陈新伟, 李涛
软件学报, Vol. 32, No. 8, 2391-2407
[J]CCF-A2021
基于多任务学习的眼底图像红色病变点分割
郭松, 李涛, 李宁, 康宏, 张玉军, 王恺*
软件学报, Vol. 32, No. 11, 3646
[J]CCF-A2021
Applications of deep learning in fundus images: A review
Tao Li, Wang Bo, Chunyu Hu, Hong Kang, Hanruo Liu, Kai Wang*, Huazhu Fu
Medical Image Analysis, Vol. 69, 101971
[J]SCI Q1 TopCCF-CIF = 11.82021
CABNet: Category Attention Block for Imbalanced Diabetic Retinopathy Grading
Along He, Tao Li, Ning Li, Kai Wang* and Huazhu Fu
IEEE Transactions on Medical Imaging, Vol. 40, No. 1, 143-153
[J]SCI Q1 TopCCF-BIF = 9.8Jan 2021
ATOM: Architectural Support and Optimization Mechanism for Smart Contract Fast Update and Execution in Blockchain-based IoT
Tao Li, Yaozheng Fang, Zhaolong Jian, Xueshuo Xie, Ye Lu* and Guiling Wang
IEEE Internet of Things Journal. DOI 10.1109/JIOT.2021.3106942 （中国电子学会2020-2021年度物联网专委会十大优秀期刊论文）
[J]SCI Q2 TopCCF-CIF = 8.92021
PA-Net: Learning Local Features Using Pose Attention Re-identification
Kai Wang, Shichao Dong, Nian Liu, Junhui Yang, Tao Li* and Qinghua Hu
Information Sciences, Vol. 565, 196-209
[J]SCI Q2CCF-BIF = 6.82021
OSN: Onion-ring support neighbors for correspondence selection
Cheng Gong, Ye Lu, Chunying Song, Tao Li and Kai Wang*
Information Sciences, Vol. 565, 331-346
[J]SCI Q2CCF-BIF = 6.82021
AWAP: Adaptive Weighted Attribute Propagation Enhanced Community Detection Model for Bitcoin De-Anonymization
Xie Xueshuo, Wang Jiming, Ye Junyi, Fang Yaozheng, Lu Ye, Li Tao* and Wang Guiling
Applied Soft Computing, Vol. 109, 107507
[J]SCI Q2 TopIF = 6.62021
MTFC: A Multi-GPU Training Framework for Cube-CNN-based Hyperspectral Image Classification
Ye Lu, Kunpeng Xie, Guanbing Xu, Han Dong, Cheng Li, and Tao Li*
IEEE Transactions on Emerging Topics in Computing, Vol 9, No. 4, 1738-1752
[J]SCI Q2IF = 5.42021
Simultaneously Multi-objective Sparse Unmixing and Library Pruning for Hyperspectral Imagery
Xia Xu, Bin Pan*, Zongqing Chen, Zhenwei Shi and Tao Li
IEEE Transactions on Geoscience and Remote Sensing, Vol. 59, No.4, 3383-3395
[J]SCI Q1 TopCCF-BIF = 8.6Apr 2021
SA-JSTN: Self-Attention Joint Spatiotemporal Network for Temperature Forecasting
Lukui Shi, Nanying Liang, Xia Xu*, Tao Li* and Zhou Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, VOL. 14, 9475-9485
[J]SCI Q2IF = 5.32021
Harary Index of Pericondensed Benzenoid Graphs
Yongxin Lan, Hui Lei*, Tao Li, Yongtang Shi and Yiqiao Wang
MATCH Commun. Math. Comput. Chem, Vol. 85, 63-76
[J]SCI Q2IF = 2.42021
Fast Policy Interpretation and Dynamic Conflict Resolution for Blockchain-Based IoT System
Yaozheng Fang, Zhaolong Jian, Zongming Jin, Xueshuo Xie*, Ye Lu and Tao Li
Wireless Communications and Mobile Computing
[J]2021
WIP: Sysnif: Constructing Workflow from Interleaved Logs in Intelligent IoT System
Zongming Jin, Xueshuo Xie, Yaozheng Fang, Zhaolong Jian, Ye Lu* and Guangying Li*
The 22nd IEEE international Symposium on a World of Wireless, Mobile and Multimedia Networks(WoWMoM)
[C]2021
Trusted-DNN: A TrustZone-based Adaptive Isolation Strategy for Deep Neural Networks
Zhuang Liu, Ye Lu*, Xueshuo Xie, Yaozheng Fang, Zhaolong Jian and Tao Li
ACM Turing Award Celebration Conference-China (ACM TURC 2021) (Best Paper Award)
[C]2021
Fast On-road Object Detector on ROS-based Mobile Robot
Gang Wang, Qiudi Song, Tao Li and Min Li
Accepted by IEEE International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP)
[C]CCF-C2021
Towards Holistic and Systematic Benchmarking for AI Inference Accelerators
Zihan Jiang, Jiansong Li, Fangxin Liu, Lei Wang, Chuanxin Lan, Lei Liu, Wnagling Gao, Fei Tang and Tao Li
2021CCF全国高性能计算学术年会（HPC China 2021） （优秀论文）
[C]Sept 2021
2020
语义融合眼底图像动静脉分类方法
高颖琪, 郭松, 李宁, 王恺, 康宏, 李涛
中国图象图形学报, Vol. 25, No. 10, 2259-2270
[J]CCF-BIF = 4.42020
Guiding log revisions by learning from software evolution history
Shanshan Li*, Xu Niu, Zhouyang Jia, Xiangke Liao, Ji Wang and Tao Li
Accepted by Empirical Software Engineering, Vol. 25, No. 3, 2302-2340
[J]SCI Q2CCF-BIF = 3.62020
A Benchmark for Clothes Variation in Person Re-Identification
Kai Wang, Zhi Ma, Shiyan Chen, Jinni Yang, Keke Zhou and Tao Li*
International Journal of Intelligent Systems, DOI: 10.1002/int.22276, 1-18
[J]SCI Q3IF = 3.72020
Confidence guided anomaly detection model for anti-concept drift in dynamic logs
Xueshuo Xie, Zongming Jin, Jiming Wang, Lei Yang, Ye Lu* and Tao Li*
Journal of Network and Computer Applications, Vol. 162, 102659
[J]SCI Q2IF = 82020
Bin loss for hard exudates segmentation in fundus
Song Guo, Kai Wang, Yingqi Gao, Hong Kang, and Tao Li*
Neurocomputing, Vol. 392, 314-324
[J]SCI Q2CCF-CIF = 6.52020
AVNet: A retinal artery/vein classification network with category-attention weighted fusion
Hong Kang, Yingqi Gao, Song Guo, Xia Xu, Tao Li and Kai Wang*
Computer Methods and Programs in Biomedicine, Vol. 195, 105629
[J]SCI Q2IF = 4.82020
Subspace Clustering via Good Neighbors
Jufeng Yang, Jie Liang, Kai Wang, Paul L. Rosin and Ming-Hsuan Yang*
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), Vol. 42, No. 6, 1537-1544
[J]SCI Q1 TopCCF-AIF = 18.62020
Blockchain-Driven Anomaly Detection Framework on Edge Intelligence
Xueshuo Xie, Yaozheng Fang, Zhaolong Jian, Ye Lu*, Tao Li* and Guiling Wang
CCF Transactions on Networking, DOI 10.1007/s42045-020-00044-9
[J]2020
Attribute Propagation Enhanced Community Detection Model for Bitcoin De-anonymizing
Jiming Wang, Xueshuo Xie, Yaozheng Fang, Ye Lu, Tao Li* and Guiling Wang
International Conference on Machine Learning for Cyber Security (ML4CS)
[C]2020
A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection
Ning Li, Tao Li, Chunyu Hu, Kai Wang and Hong Kang*
International Symposium on Benchmarking, Measuring and Optimization
[C]2020
Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators
Jiansong Li, Fangxin Liu, Xiao Dong, Guangli Li, Xueying Wang, Tao Li, Yanzhi Wang, Wei Cao, Lei Liu, Xiaobin Feng
IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking
[C]2020
Functions on Degrees and Eccentricities in Trees
Chao Wang, Rachel Bass, Tao Li and Hua Wang
Ars Combinatoria, 153, 285-299
[J]2020
2019
可学习的硬性渗出病变点标注方法
刘蒙蒙, 郭松, 高颖琪, 李涛*
小型微型计算机系统, Vol.40, 2657-2661
[J]CCF-B2019
Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening
Tao Li, Yingqi Gao, Kai Wang, Hanruo Liu, Hong Kang*
Information Sciences, Vol. 501, 511-522
[J]SCI Q1CCF-B2019
The Turán number of star forests
Yongxin Lan, Tao Li, Yongtang Shi*, Jianhua Tu
Applied Mathematics and Computation, Vol. 348, 270-274
[J]SCI Q12019
A Note on Extremal Trees with Degree Conditions
Yongxin Lan, Tao Li*, Hua Wang*, Chengyi Xia
Applied Mathematics and Computation, Vol. 341, 70-79
[J]SCI Q12019
L-Seg: An end-to-end unified framework for multi-lesion segmentation of fundus images
Song Guo, Tao Li, Hong Kang, Ning Li, Yujun Zhang, Kai Wang*
Neurocomputing, Vol. 349, 52-63
[J]SCI Q2CCF-C2019
BTS-DSN: Deeply Supervised Neural Network with Short Connections for Retinal Vessel Segmentation
Song Guo, Kai Wang, Hong Kang, Yujun Zhang, Yingqi Gao, Tao Li*
International Journal of Medical Informatics, Vol. 126, 105-113
[J]SCI Q32019
Development and Validation of a Deep Learning System to Detect Glaucomatous Opitc Neuropathy Using Fundus Photographs
Hanluo Liu, Liu Li, I. Michael Wormstone.etc
JAMA ophthalmology, Vol. 137, No. 12, 1353-1360
[J]SCI Q22019
DCNR: Deep Cube CNN with Random Forest for Hyperspectral Image Classification
Tao Li, Jiabing Leng, Lingyan Kong, Song Guo, Kai Wang*
Multimedia Tools and Applications, Vol. 78, 3411–3433
[J]SCI Q3CCF-C2019
Critical (P6, banner)-free graphs
Shenwei Huang, Tao Li, Yongtang Shi*
Discrete Applied Mathematics, Vol. 258, 143–151
[J]SCI Q32019
Using Sparse Representation to Detect Anomalies in Complex WSNs
Xiaoming Li, Guangquan Xu, Xi Zheng, Kaitai Liang, Emmanouil Panaousis, Tao Li, Wei Wang, Chao Shen
ACM Transactions on Intelligent Systems and Technology (TIST), Vol. 10, No. 6, 1-18
[J]SCI Q32019
Sum of weighted distances in trees
Qingqiong Cai, Tao Li, Yongtang Shi*, Hua Wang
Discrete Applied Mathematics, Vol. 257, 67-84
[J]SCI Q32019
DBEFT: A Dependency-Ratio Building Earliest Finish Time Algorithm for Heterogeneous Computing
Tao Li, Dingyuan Cao, Ye Lu, Tehui Huang, Chengjun Sun, Qiankun Dong and Xiaoli Gong
IEEE Access, Vol. 7, 173884-173896
[J]SCI Q32019
Dual buffer rotation four-stage pipeline for CPU-GPU cooperative computing
Tao Li, Qiankun Dong, Yifeng Wang, Xiaoli Gong*, Yulu Yang
Soft Computing, Vol. 23, No. 3, 859-869
[J]SCI Q3CCF-C2019
Random Drop Loss for Tiny Object Segmentation: Application to Lesion Segmentation in Fundus Images
Song Guo, Tao Li, Chan Zhang, Ning Li, Hong Kang, Kai Wang*
International Conference on Artificial Neural Networks
[C]CCF-C2019
A Lightweight Neural Network for Hard Exudate Segmentation of Fundus Image
Song Guo, Tao Li, Kai Wang, Chan Zhang, Hong Kang*
International Conference on Artificial Neural Networks
[C]CCF-C2019
uL2Q: An Ultra-Low Loss Quantization Method for DNN Compression
Cheng Gong, Tao Li, Ye Lu*, Cong Hao, Xiaofan Zhang, Yao Chen
The International Joint Conference on Neural Networks (IJCNN)
[C]CCF-C2019
Aggregation Connection Network For Tiny Face Detection
Chan Zhang, Tao Li, Song Guo, Ning Li, Yingqi Gao, Kai Wang*
The International Joint Conference on Neural Networks (IJCNN)
[C]CCF-C2019
Random inception module and its parallel implementation
Yingqi Gao, Kunpeng Xie, Song Guo, Kai Wang, Hong Kang, Tao Li*
International Symposium on Advanced Parallel Processing Technologies
[C]2019
A Confidence-guided Anomaly Detectio Approach jointly using Multiple Machine Learning Algorithms
Xueshuo Xie, Zongming Jin, Qingqi Han, Shenwei Huang, Tao Li*
International symposium on cyberspace safety and security
[C]2019
A Class-Incremental Learning Method Based on One Class Support Vector Machine
Chengfei Yao, Jie Zou, Yanan Luo, Tao Li and Gang Bai*
International Conference on Artificial Intelligence, Automation and Control Technologies (AIACT)
[C]2019
LHC: A Low-power Heterogeneous Computing Method on Neural Network Accelerator
Fangxin Liu, Kunpeng Xie, Cheng Gong, Shusheng Liu, Ye Lu*, Tao Li*
2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS)
[C]CCF-C2019
A Classification-based Model for Multi-Objective Hyperspectral Sparse Unmixing
Xia Xu, Zhenwei Shi*, Bin Pan, Xuelong Li
IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, No. 12, 9612-9625
[J]SCI Q1 TopCCF-B2019
Multi-Objective Based Sparse Representation Classifier for Hyperspectral Imagery Using Limited Samples
Bin Pan, Zhenwei Shi*, Xia Xu
IEEE Transactions on Geoscience and Remote Sensing, Vol. 57, No. 1, 239-249
[J]SCI Q1 TopCCF-B2019
Tropical Cyclone Intensity Prediction Based on Recurrent Neural Networks
Bin Pan, Xia Xu and Zhenwei Shi
Electronics Letters, Vol.55, 413-415
[J]2019
T-DLA: An Open-source Deep Learning Accelerator for Ternarized DNN Models on Embedded FPGA
Yao Chen, Kai Zhang, Cheng Gong, Cong Hao, Xiaofan Zhang, Tao Li, Deming Chen
2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
[C]2019
Vertex-Critical (P5, banner)-Free Graphs
Qingqiong Cai, Shenwei Huang, Tao Li, Yongtang Shi*
International Workshop on Frontiers in Algorithmics
[C]2019
ExploreBP: A Simulation Tool for Mobile Browser Energy Optimization
Jin Zhang, Zhen Liu, Fangxin Liu, Tao Li, Tingjuan Lu, Xiaoli Gong*
International Conference on Simulation Tools and Techniques
[C]2019
2018
面向边缘计算的嵌入式FPGA卷积神经网络构建方法
卢冶, 陈瑶*, 李涛, 蔡瑞初, 宫晓利
计算机研究与发展, Vol. 55, No. 3, 551-562
[J]CCF-A2018
基于线程池的GPU任务并行计算模式研究
李涛, 董前琨, 张帅, 孔令晏, 康宏*, 杨愚鲁
计算机学报, Vol. 41, No. 10, 3-20
[J]CCF-A2018
On Distances in Vertex-weighted Trees
Qingqiong Cai, Fuyuan Cao, Tao Li*, Hua Wang*
Applied Mathematics and Computation, Vol. 333, 435-442
[J]SCI Q12018
Vertex-based and Edge-based Centroids of Graphs
Yongxin Lan, Tao Li*, Yuede Ma, Yongtang Shi*, Hua Wang
Applied Mathematics and Computation, Vol. 331, 445-456
[J]SCI Q12018
Analyzing Lattice Networks through Substructures
Hui Lei, Tao Li*, Yuede Ma, Hua Wang*
Applied Mathematics and Computation, Vol. 329, 297-314
[J]SCI Q12018
Dynamic Match Kernel with Deep Convolutional Features for Image Retrieval
Jufeng Yang, Jie Liang, Hui Shen, Kai Wang, Paul L. Rosin, Ming-Hsuan Yang*
IEEE Transactions on Image Processing, Vol. 27, 5288-5302
[J]SCI Q1 TopCCF-A2018
Improving Dynamically-Generated Code Performance on Dynamic Binary Translators
Wenwen Wang, Jiacheng Wu, Xiaoli Gong*, Tao Li, Pen-Chung Yew
International Conference on Virtual Execution Environments
[C]2018
Quota-constrained job submission behavior at commercial supercomputer
Jinghua Feng, Guangming Liu*, Zhiwei Zhang, Tao Li, Yuqi Li, Fuxing Sun
Conference on Advanced Computer Architecture
[C]2018
HSI-CNN: A Novel Convolution Neural Network for Hyperspectral Image
Yanan Luo*, Jie Zou, Chengfei Yao, Xiaosong Zhao, Tao Li, Gang Bai*
2018 International Conference on Audio, Language and Image Processing (ICALIP)
[C]2018
CubemapSLAM: A Piecewise-Pinhole Monocular Fisheye SLAM System
Yahui Wang, Shaojun Cai*, Shi-Jie Li, Yun Liu, Yangyan Guo, Tao Li, Ming-Ming Cheng
Asian Conference on Computer Vision (ACCV)
[C]CCF-C2018
Automatic Model Selection in Subspace Clustering via Triplet Relationships
Jufeng Yang, Jie Liang, Kai Wang, Yong-Liang Yang, Ming-Ming Cheng
AIII Conference on Artificial Intelligence (AAAI)
[C]CCF-A2018
Sub-GAN: An Unsupervised Generative Model via Subspaces
Jie Liang, Jufeng Yang*, Hsin-Ying Lee, Kai Wang, Ming-Hsuan Yang
The European Conference on Computer Vision (ECCV)
[C]CCF-B2018
L0-based Sparse Hyperspectral Unmixing using Spectral Information and a Multi-Objectives Formulation
Xia Xu, Zhenwei Shi*, Bin Pan
ISPRS journal of photogrammetry and remote sensing, Vol. 141, 46-58
[J]SCI Q1 Top2018
A Supervised Abundance Estimation Method for Hyperspectral Unmixing
Xia Xu, Zhenwei Shi*, Bin Pan
Remote sensing letters, Vol. 9, No. 4, 383-392
[J]CCF-C2018
高光谱图像Pareto优化稀疏解混
徐夏, 张宁, 史振威, 谢少彪
红外与激光工程, Vol. 47, No. 2, 256-260
[J]2018
Robust Sparse Hyperspectral Unmixing based on Multi-Objective Optimization
Xia Xu, Liming Wang*, Bin Pan and Zhenwei Shi
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium
[C]2018