School of AI and Advanced Computing

Research output

Research output per year 2007 2022 2023 2024

• 114 Article
• 98 Conference Proceeding
• 25 Patent
• 11 Review article
• 22 More
  • 7 Chapter
  • 6 Paper
  • 3 Software
  • 2 Book
  • 1 Comment/debate
  • 1 Conference article
  • 1 Editorial
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2024

  DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation

  Tang, F., Xu, Z., Huang, Q., Wang, J., Hou, X., Su, J. & Liu, J., 2024, Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Proceedings. Liu, Q., Wang, H., Ji, R., Ma, Z., Zheng, W., Zha, H., Chen, X. & Wang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 343-356 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14429 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  Open Access

  • Ambiguous Object 100%
  • Challenging Situation 100%
  • Range Dependency 100%
  • Boundary Characteristic 100%
  1 Citation (Scopus)

• Learning Adapters for Text-Guided Portrait Stylization with Pretrained Diffusion Models

  Yang, M., Hou, X., Li, H., Shen, L. & Fan, L., 2024, Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Proceedings. Liu, Q., Wang, H., Ji, R., Ma, Z., Zheng, W., Zha, H., Chen, X. & Wang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 247-258 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14425 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Parameter Space 100%
  • Capture Approach 100%

• MaskDiffuse: Text-Guided Face Mask Removal Based on Diffusion Models

  Lu, J., Hou, X., Li, H., Peng, Z., Shen, L. & Fan, L., 2024, Pattern Recognition and Computer Vision - 6th Chinese Conference, PRCV 2023, Proceedings. Liu, Q., Wang, H., Ji, R., Ma, Z., Zheng, W., Zha, H., Chen, X. & Wang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 435-446 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14430 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Models 100%
  • Probabilistic Model 100%
  • Blending 100%
  • Experimental Result 50%
  • Demonstrates 50%
• 2023

  Activation functions for deep learning: An application for rare attack detection in wireless local area network (WLAN)

  Vu, V. T., Thi, T. Q. B., Gan, H. S., Vu, V. V., Quang, D. M., Duc, V. T. & Pham, D. L., 2023, 25th International Conference on Advanced Communications Technology: New Cyber Security Risks for Enterprise Amidst COVID-19 Pandemic!!, ICACT 2023. Institute of Electrical and Electronics Engineers Inc., p. 59-64 6 p. (International Conference on Advanced Communication Technology, ICACT; vol. 2023-February).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Application 100%
  • Detection 100%
  • Attack 100%
  • Deep Learning 100%
  • wireless local area network 100%

• Appearance-Motion United Memory Autoencoder for Video Anomaly Detection

  Jin, Z. & Zhao, Y., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 179-187 9 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Anomaly Detection 100%
  • Autoencoder 100%
  • Motion Information 40%
  • Deep Learning 20%
  • Motion Feature 20%

• Application of IMVR Convolutional Neural Networks to Classification of Land Use Remote Sensing Datasets

  Shuai, Y., Xin, N., Hasan, M. M., Hu, B., Dai, T. & Liu, H., 2023, 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC). IEEE

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Data Set 100%
  • Land Use 100%
  • Remote Sensing 100%
  • Convolutional Neural Network 100%
  • Traditional Method 100%

• Application of Voformer-EC Clustering Algorithm to Stock Multivariate Time Series Data

  Xin, N., Khatoon, S. & Hasan, M. M., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 100-107 8 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Time Series Data 100%
  • Prone Area 20%
  • Clustering 20%

• Application of Voformer-EC Clustering Algorithm to Stock Multivariate Time Series Data

  Xin, N., Khatoon, S. & Hasan, M. M., 2023, English.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Models 100%
  • Data Series 100%
  • Multivariate Time Series 100%
  • Demonstrates 20%
  • High Accuracy 20%

• A robust framework of chromosome straightening with vit-patch Gan

  Su, J., 18 Apr 2023, 2023 IEEE 20th International Symposium on Biomedical Imaging.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  Open Access

• A Robust Framework of Chromosome Straightening With Vit-Patch Gan

  Song, S., Wang, J., Cheng, F., Cao, Q., Zuo, Y., Lei, Y., Yang, R., Yang, C., Coenen, F., Meng, J., Dang, K. & Su, J., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  Open Access

  • Chromosome 100%
  • Classification 12%
  • Development 12%
  • Human 12%
  • Genetics 12%
  1 Citation (Scopus)

• A Simple Energy Harvesting System for E-Ink Display Application

  Wang, X., Huang, F., Wang, J., Pei, R., Liu, H. & Zhang, W., 2023, (Accepted/In press) 2023 IEEE 11th Asia-Pacific Conference on Antennas and Propagation.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Attention-based Multimodal Bilinear Feature Fusion for Lung Cancer Survival Analysis

  Na, H., Wang, L., Zhuang, X., He, J., Liu, Z., Wang, Z. & Gan, H. S., 2023, Proceedings - 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering, BIBE 2023. Institute of Electrical and Electronics Engineers Inc., p. 219-225 7 p. (Proceedings - 2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering, BIBE 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Feature Fusion 100%
  • Model 60%
  • Information Integration 20%
  • Evaluation Metric 20%
  • Mean Absolute Error 20%

• CAD: Clustering And Deep Reinforcement Learning Based Multi-Period Portfolio Management Strategy

  Jiang, Z., Su, J., Liang, J. & Thiayagalingam, J., Oct 2023, (In preparation) arXiv.org . Vol. 2310.01319.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding

• Compact Energy Harvesting System for Electronic Devices in Internet-of-Things

  Huang, F., Wang, X., Isaac, M., Hu, B., Liu, H. & Zhang, W., 2023, (Accepted/In press) 2023 IEEE 11th Asia-Pacific Conference on Antennas and Propagation.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Computation Offloading and Resource Allocation in IoT-Based Mobile Edge Computing Systems

  Hu, B., Gao, Y., Zhang, W., Jia, D. & Liu, H., 1 Nov 2023, 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023. Institute of Electrical and Electronics Engineers Inc., p. 119-123 5 p. (Proceedings - 2023 IEEE International Conference on Smart Internet of Things, SmartIoT 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Internet of Things 100%
  • Multi-Access Edge Computing 100%
  • Computation Offloading 100%
  • Computation 30%
  • User 20%
  1 Citation (Scopus)

• Cycle-Consistent Generative Adversarial Network Architectures for Audio Visual Speech Recognition

  He, Y., Seng, K. P., Ang, L. M. & Zhao, X., 2023, Proceedings of 2023 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings of 2023 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Speech Recognition 100%
  • Generative Adversarial Networks 100%
  • Network Architecture 100%
  • Image Classification 20%
  • Data Augmentation 20%

• Domain Adaptation of Digital Pathology Images using Joint Stain Color and Image Quality Constraints

  Long, X., Liu, J. & Hou, X., 2023, 2023 IEEE International Conference on Image Processing (ICIP). IEEE Computer Society, p. 1805-1809 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Domain Adaptation 100%
  • Image Quality 100%
  • Domain 100%
  • Mitosis Detection 25%
  • Parametric Model 25%

• DouRN: Improving DouZero by Residual Neural Networks

  Chen, Y., Lyu, Y. & Zhang, D., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 96-99 4 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  Open Access

  • Humans 100%
  • Neural Network 100%
  • Reinforcement 100%
  • Training 100%
  • Learning 100%

• Edge Intelligence-Based E-Health Wireless Sensor Network Systems

  Hu, B., Isaac, M., PP Abdul Majeed, A. & Liu, H., 16 Aug 2023, 2023 IEEE/ACIS 23rd International Conference on Computer and Information Science (ICIS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
  2 Citations (Scopus)

• Improved Training of Physics-Informed Neural Networks Using Energy-Based Priors: a Study on Electrical Impedance Tomography

  Pokkunuru, A., Rooshenas, P., Strauss, T., Abhishek, A. & Khan, T., 2023, The Eleventh International Conference on Learning Representations.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Neural Network 100%
  • Electrical Impedance 100%
  • Tomography 100%
  • Physics 75%
  • Inverse Problem 50%

• Improving Biomedical Claim Detection using Prompt Learning Approaches

  Chen, T., Su, J., Stefanidis, A. & Jiang, Z., 5 Jun 2023, (Accepted/In press) 2023 Ieee THE 4TH International Conference on Pattern Recognition and Machine Learning.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Improving Biomedical Claim Detection using Prompt Learning Approaches

  Chen, T., Stefanidis, A., Jiang, Z. & Su, J., 2023, 2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning, PRML 2023. Institute of Electrical and Electronics Engineers Inc., p. 369-376 8 p. (2023 IEEE 4th International Conference on Pattern Recognition and Machine Learning, PRML 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Detection 100%
  • Language Modeling 100%
  • Learning Approach 100%
  • Approach 100%
  • Model 100%

• Injecting Commonsense Knowledge into Prompt Learning for Zero-Shot Text Classification

  Qian, J., Chen, Q., Yue, Y., Atkinson, K. & Li, G., 17 Feb 2023, ICMLC 2023 - Proceedings of the 2023 15th International Conference on Machine Learning and Computing. Association for Computing Machinery, p. 427-432 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Text Classification 100%
  • Common Sense Knowledge 100%
  • Language Modeling 66%
  • Classes 33%
  • Experimental Result 33%

• IoT-Based Edge Computing and Image Processing for Occupancy Detection

  Guo, C., Hu, B., Zhang, W., Gao, Y. & Liu, H., 2023, ICICN 2023 - 2023 IEEE 11th International Conference on Information, Communication and Networks. Institute of Electrical and Electronics Engineers Inc., p. 385-390 6 p. (ICICN 2023 - 2023 IEEE 11th International Conference on Information, Communication and Networks).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Air Conditioning 100%
  • Building Management 100%
  • Primary Strategy 100%
  • Intelligent Buildings 100%
  • Measure Temperature 100%

• Knowledge-embedded Prompt Learning for Zero-shot Social Media Text Classification

  Li, J., Chen, Q., Wang, W. & Wu, F., 2023, Proceedings - 2023 IEEE International Conference on Smart Computing, SMARTCOMP 2023. Institute of Electrical and Electronics Engineers Inc., p. 222-224 3 p. (Proceedings - 2023 IEEE International Conference on Smart Computing, SMARTCOMP 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Text Classification 100%

• Multi-level Adversarial Training for Stock Sentiment Prediction

  Wang, Z. & Gan, H. S., 2023, 2023 IEEE 3rd International Conference on Computer Communication and Artificial Intelligence, CCAI 2023. Institute of Electrical and Electronics Engineers Inc., p. 127-134 8 p. (2023 IEEE 3rd International Conference on Computer Communication and Artificial Intelligence, CCAI 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Adversarial Machine Learning 100%
  • Models 75%
  • Adversarial Example 37%
  • Attack Model 25%
  • Case Study 12%
  1 Citation (Scopus)

• Prompt-based Zero-shot Text Classification with Conceptual Knowledge

  Wang, Y., Wang, W., Chen, Q., Huang, K., Nguyen, A. & De, S., 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop). Association for Computational Linguistics (ACL), p. 30-38 9 p.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Conceptual Knowledge 100%
  • Attention 50%
  • Stem 50%
  • Embedding 50%
  • Inconsistencies 50%
  1 Citation (Scopus)

• Selective Attention UNet for Segmenting Liver Tumors

  Patil, D., Sakarkar, G., Khatri, P., Khedkar, A., Gan, H. S. & Ramlee, M. H., 2023, ICCSI 2023 - 2023 International Conference on Cyber-Physical Social Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 44-49 6 p. (ICCSI 2023 - 2023 International Conference on Cyber-Physical Social Intelligence).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Selective Attention 100%
  • Segment (Data) 33%
  • Level Attribute 33%

• StyleAU: StyleGAN based Facial Action Unit Manipulation for Expression Editing

  Guo, Y., Hou, X., Liu, F., Shen, L., Wang, L., Wang, Z. & Liu, P., 2023, 2023 IEEE International Joint Conference on Biometrics, IJCB 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Joint Conference on Biometrics, IJCB 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Image Reconstruction 100%

• StyleGene: Crossover and Mutation of Region-level Facial Genes for Kinship Face Synthesis: Crossover and Mutation of Region-level Facial Genes for Kinship Face Synthesis

  Li, H., Hou, X., Huang, Z. & Shen, L., 2023, Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. IEEE Computer Society, p. 20960-20969 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Images 100%
  • Relationships 100%
  • Identification 100%
  • Database 100%
  • Social Media 100%
  1 Citation (Scopus)

• Transformer-based Spatial-Temporal Graph Attention Network for Traffic Flow Prediction

  Yan, F. & Chen, Q., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 132-135 4 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Measurement System 100%

• Trust Maintenance in IoT for Smart Cities with Complex Network Metrics

  Mao, H., Wu, X. & Wang, J., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 306-315 10 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Technological Network 100%
  • Network Domain 100%
  • Centrality Metric 100%
  • Topological Structure 100%
  • Quantitative Evaluation 100%

• Urban Social Segregation with Quantum Walk Algorithm

  Jiang, Y., Wu, X. & Wang, J., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 55-58 4 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Social Segregation 100%
  • Socioeconomic Segregation 50%
  • Random Walk 50%
  • World City 33%

• Using Statistical Distribution to Identify the Influence Connections in Brain Networks

  Mao, H., Wu, X. & Wang, J., 2023, Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023. Institute of Electrical and Electronics Engineers Inc., p. 259-262 4 p. (Proceedings - 2023 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2023).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Functional Connectivity 100%

• YOLOv5s-Transformer: Improved YOLOv5 network for real-time detection of cigarette smoking based on image processing

  Zhao, Z. & Zhao, Y., 2023, 2023 4th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
• 2022

  A Method of Garbage Quantity Prediction Based on Population Change

  Yu, Q., Wan, H., Ma, J., Li, H. & Sun, G., 2022, Intelligent Information Processing XI - 12th IFIP TC 12 International Conference, IIP 2022, Proceedings. Shi, Z., Zucker, J-D. & An, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 536-548 13 p. (IFIP Advances in Information and Communication Technology; vol. 643 IFIP).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Research 100%
  • Multiple Linear Regression 100%
  • Garbage 100%
  • Data Correlation 33%

• An Inception Network with Bottleneck Attention Module for Deep Reinforcement Learning Framework in Financial Portfolio Management

  Yao, W., Ren, X. & Su, J., 2022, 2022 7th International Conference on Big Data Analytics, ICBDA 2022. Institute of Electrical and Electronics Engineers Inc., p. 310-316 7 p. (2022 7th International Conference on Big Data Analytics, ICBDA 2022).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Portfolio Construction 100%
  3 Citations (Scopus)

• A Novel Deep Reinforcement Learning Strategy for Portfolio Management

  Qin, Y., Gu, F. & Su, J., 2022, 2022 7th International Conference on Big Data Analytics, ICBDA 2022. Institute of Electrical and Electronics Engineers Inc., p. 366-372 7 p. (2022 7th International Conference on Big Data Analytics, ICBDA 2022).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Return 100%
  • Portfolio Selection 100%
  • Learning Strategy 100%
  • Portfolio Management 100%
  • Deep Reinforcement Learning 100%
  1 Citation (Scopus)

• A Novel Deep Reinforcement Learning Strategy in Financial Portfolio Management

  Cui, B., Sun, R. & Su, J., 2022, 2022 7th International Conference on Big Data Analytics, ICBDA 2022. Institute of Electrical and Electronics Engineers Inc., p. 341-348 8 p. (2022 7th International Conference on Big Data Analytics, ICBDA 2022).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Extracting Information 100%
  • Soft Thresholding 100%
  1 Citation (Scopus)

• A Novel DenseNet-based Deep Reinforcement Framework for Portfolio Management

  Gao, R., Gu, F., Sun, R., Stefanidis, A., Ren, X. & Su, J., 2022, Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022. Institute of Electrical and Electronics Engineers Inc., p. 158-165 8 p. (Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Portfolio Management 100%
  • Deep Reinforcement Learning 75%
  • Algorithms 25%
  • Convolutional Neural Network 25%
  • Artificial Intelligence 25%

• A Spatial-Channel Attention-Based Convolutional Neural Network for Remote Sensing Image Classification

  Shuai, Y., Yuan, Q. A. & Zhao, S., 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., p. 3628-3631 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2022-July).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Attention 100%
  • Network 100%
  • Remote Sensing 100%
  • Image Classification 100%
  • Models 100%

• Attacks against Machine Learning Models in 5G Networks

  Zolotukhin, M., Zhang, D. & Miraghaie, P., 2022, 2022 6th European Conference on Electrical Engineering & Computer Science (ELECS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Bilateral-ViT For Robust Fovea Localization

  Song, S., Dang, K., Yu, Q., Wang, Z., Coenen, F., Su, J. & Ding, X., 2022, ISBI 2022 - Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  Open Access

  • Vision Transformer 100%
  • Retina Disease 50%
  • New-State 33%
  • Feature Fusion 33%
  • Global Context 33%
  1 Citation (Scopus)

• Black-box Adversarial Examples against Intelligent Beamforming in 5G Networks

  Zolotukhin, M., Miraghaie, P. & Zhang, D., 2022, 2022 IEEE Conference on Standards for Communications and Networking (CSCN).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  1 Citation (Scopus)

• CPQNet: Contact Points Quality Network for Robotic Grasping

  Li, Z., Zeng, P., Su, J., Guo, Q., Ding, N. & Zhang, J., 2022, IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022. Institute of Electrical and Electronics Engineers Inc., p. 5981-5986 6 p. (IEEE International Conference on Intelligent Robots and Systems; vol. 2022-October).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Quality 100%
  • Network 100%
  • Robotics 100%
  • Grippers 100%
  • Grasping 100%

• Detection and Identification of Surface Cover in Coalbed Methane Enrichment Area Based on Spectral Unmixing

  Zhao, S. & Qin, Q., 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., p. 3732-3735 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2022-July).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Spectral Unmixing 100%
  • Coalbed Methane 100%
  • Mineral Alteration 9%
  • Multispectral Image 9%
  1 Citation (Scopus)

• Generalised Zero-shot Learning for Entailment-based Text Classification with External Knowledge

  Wang, Y., Wang, W., Chen, Q., Huang, K., Nguyen, A. & De, S., 2022, Proceedings - 2022 IEEE International Conference on Smart Computing, SMARTCOMP 2022. Institute of Electrical and Electronics Engineers Inc., p. 19-25 7 p. (Proceedings - 2022 IEEE International Conference on Smart Computing, SMARTCOMP 2022).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  Open Access

  • Model 100%
  • Classification 100%
  • Knowledge 100%
  • Texts 100%
  • Learning 100%
  3 Citations (Scopus)

• Ghost Expectation Point with Deep Reinforcement Learning in Financial Portfolio Management

  Yang, X., Sun, R., Ren, X., Stefanidis, A., Gu, F. & Su, J., 2022, Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022. Institute of Electrical and Electronics Engineers Inc., p. 136-142 7 p. (Proceedings - 2022 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2022).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Portfolio Management 100%
  • Deep Reinforcement Learning 100%
  • Application 50%
  • Object Detection 50%
  • Real World 50%
  1 Citation (Scopus)

• Stepwise Feature Fusion: Local Guides Global

  Wang, J., Huang, Q., Tang, F., Meng, J., Su, J. & Song, S., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 110-120 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13433 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  Open Access

  • Polyp 100%
  • Learning 60%
  • Colonoscopy 40%
  • Restrict Attention 33%
  • Polyp Segmentation 33%
  78 Citations (Scopus)

• Triplet Embedding Convolutional Recurrent Neural Network for Long Text Semantic Analysis

  Liu, J., Zhu, M., Ouyang, H., Sun, G. & Li, H., 2022, Web Information Systems Engineering – WISE 2022 - 23rd International Conference, Proceedings. Chbeir, R., Huang, H., Silvestri, F., Manolopoulos, Y., Zhang, Y. & Zhang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 607-615 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13724 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Embedding 100%
  • Recurrent Neural Network 100%
  • Semantic Text Analysis 100%
  • Semantics 66%
  • Convolutional Neural Network 66%