实验室概况

科研成果

科研成果（部分）

顶级国际期刊论文

  1. Wei, Xuekai,Zhou, Mingliang,Jia, Weijia."Toward Low-Latency and High-Quality Adaptive 360° Streaming". IEEE Transactions on Industrial Informatics 19.5(2023): 6326-6336.

  2. Wu, J., Yu, Z., Guo, J., Tang, Z., Wang, T., & Jia, W. (2023). A Fast Task Offloading Optimization Framework for IRS-Assisted Multi-Access Edge Computing System. arXiv preprint arXiv:2307.08474.

  3. K. Gu, J. Hu and W. Jia, "Adaptive Area-Based Traffic Congestion Control and Management Scheme Based on Fog Computing,"" in IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 1, pp. 1359-1373, Jan. 2023, doi: 10.1109/TITS.2022.3183687.

  4. J. Guo, W. Wu, T. Wang and W. Jia, "An Online Multi-Item Auction With Differential Privacy in Edge-Assisted Blockchains,"" in IEEE Internet of Things Journal, vol. 11, no. 5, pp. 8133-8145, 1 March1, 2024, doi: 10.1109/JIOT.2023.3317179.

  5. X. Zhang, L. Cui, F. P. Tso and W. Jia, "Compiling Service Function Chains via Fine-Grained Composition in the Programmable Data Plane,"" in IEEE Transactions on Services Computing, vol. 16, no. 4, pp. 2490-2502, 1 July-Aug. 2023, doi: 10.1109/TSC.2023.3242072.

  6. J. Lou, Z. Tang, S. Zhang, W. Jia, W. Zhao and J. Li, "Cost-Effective Scheduling for Dependent Tasks With Tight Deadline Constraints in Mobile Edge Computing," in IEEE Transactions on Mobile Computing, vol. 22, no. 10, pp. 5829-5845, 1 Oct. 2023, doi: 10.1109/TMC.2022.3188770.

  7. Liu, Z., Jiang, G., Jia, W., Wang, T., & Wu, Y. (2024). Critical Density for K-Coverage Under Border Effects in Camera Sensor Networks With Irregular Obstacles Existence. IEEE Internet of Things Journal, 11, 6426-6437.

  8. X. Zhang, L. Cui, F. P. Tso, Z. Li and W. Jia, "Dapper: Deploying Service Function Chains in the Programmable Data Plane Via Deep Reinforcement Learning," in IEEE Transactions on Services Computing, vol. 16, no. 4, pp. 2532-2544, 1 July-Aug. 2023, doi: 10.1109/TSC.2023.3237244.

  9. K. Gu, W. Zhang, X. Wang, X. Li and W. Jia, "Dual Attribute-Based Auditing Scheme for Fog Computing-Based Data Dynamic Storage With Distributed Collaborative Verification," in IEEE Transactions on Network and Service Management, vol. 20, no. 4, pp. 4982-4999, Dec. 2023, doi: 10.1109/TNSM.2023.3267235.

  10. Y. Li, Y. Wu, Y. Song, L. Qian and W. Jia, "Dynamic User-Scheduling and Power Allocation for SWIPT Aided Federated Learning: A Deep Learning Approach," in IEEE Transactions on Mobile Computing, vol. 22, no. 12, pp. 6956-6969, Dec. 2023, doi: 10.1109/TMC.2022.3201622.

  11. J. Lou, H. Luo, Z. Tang, W. Jia and W. Zhao, "Efficient Container Assignment and Layer Sequencing in Edge Computing," in IEEE Transactions on Services Computing, vol. 16, no. 2, pp. 1118-1131, 1 March-April 2023, doi: 10.1109/TSC.2022.3159728.

  12. T. Wang, B. Sun, L. Wang, X. Zheng and W. Jia, "EIDLS: An Edge-Intelligence-Based Distributed Learning System Over Internet of Things," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 7, pp. 3966-3978, July 2023, doi: 10.1109/TSMC.2023.3240992.

  13. J. Lou, Z. Tang and W. Jia, "Energy-Efficient Joint Task Assignment and Migration in Data Centers: A Deep Reinforcement Learning Approach," in IEEE Transactions on Network and Service Management, vol. 20, no. 2, pp. 961-973, June 2023, doi: 10.1109/TNSM.2022.3210204.

  14. L. P. Qian, Y. Wu, N. Yu, D. Wang, F. Jiang and W. Jia, "Energy-Efficient Multi-Access Mobile Edge Computing With Secrecy Provisioning," in IEEE Transactions on Mobile Computing, vol. 22, no. 1, pp. 237-252, 1 Jan. 2023, doi: 10.1109/TMC.2021.3068902.

  15. M. Wang, J. Guo and W. Jia, "Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity," in IEEE Transactions on Artificial Intelligence, doi: 10.1109/TAI.2023.3307664.

  16. Y. Liang, M. Yin, Y. Zhang, W. Wang, W. Jia and T. Wang, "Grouping Reduces Energy Cost in Directionally Rechargeable Wireless Vehicular and Sensor Networks," in IEEE Transactions on Vehicular Technology, vol. 72, no. 8, pp. 10840-10851, Aug. 2023, doi: 10.1109/TVT.2023.3259683.

  17. M. Zhou, X. Wei, W. Jia and S. Kwong, "Joint Decision Tree and Visual Feature Rate Control Optimization for VVC UHD Coding,"" in IEEE Transactions on Image Processing, vol. 32, pp. 219-234, 2023, doi: 10.1109/TIP.2022.3224876.

  18. Z. Tang, J. Lou and W. Jia, "Layer Dependency-Aware Learning Scheduling Algorithms for Containers in Mobile Edge Computing," in IEEE Transactions on Mobile Computing, vol. 22, no. 6, pp. 3444-3459, 1 June 2023, doi: 10.1109/TMC.2021.3139995.

  19. C. Duan et al., "Multilevel Similarity-Aware Deep Metric Learning for Fine-Grained Image Retrieval,"" in IEEE Transactions on Industrial Informatics, vol. 19, no. 8, pp. 9173-9182, Aug. 2023, doi: 10.1109/TII.2022.3227721.

  20. Z. Tang, F. Mou, J. Lou, W. Jia, Y. Wu and W. Zhao, "Multi-User Layer-Aware Online Container Migration in Edge-Assisted Vehicular Networks,"" in IEEE/ACM Transactions on Networking, doi: 10.1109/TNET.2023.3330255.

  21. Y. Li, C. Dou, Y. Wu, W. Jia and R. Lu, "NOMA Assisted Two-Tier VR Content Transmission: A Tile-based Approach for QoE Optimization,"" in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2023.3280739.

  22. M. Qian, L. Cui, F. P. Tso, Y. Deng and W. Jia, "OffsetINT: Achieving High Accuracy and Low Bandwidth for In-Band Network Telemetry,"" in IEEE Transactions on Services Computing, doi: 10.1109/TSC.2023.3323697.

  23. W. Xian, M. Zhou, B. Fang, T. Xiang, W. Jia and B. Chen, "Perceptual Quality Analysis in Deep Domains Using Structure Separation and High-Order Moments,"" in IEEE Transactions on Multimedia, vol. 26, pp. 2219-2234, 2024, doi: 10.1109/TMM.2023.3293730.

  24. Z. Tang, F. Zhang, X. Zhou, W. Jia and W. Zhao, "Pricing Model for Dynamic Resource Overbooking in Edge Computing,"" in IEEE Transactions on Cloud Computing, vol. 11, no. 2, pp. 1970-1984, 1 April-June 2023, doi: 10.1109/TCC.2022.3175610.

  25. W. Xian et al., "Spatiotemporal Feature Hierarchy-Based Blind Prediction of Natural Video Quality via Transfer Learning," in IEEE Transactions on Broadcasting, vol. 69, no. 1, pp. 130-143, March 2023, doi: 10.1109/TBC.2022.3192997.

  26. R Bai, H Lin, X Yang, X Wu, M Li, W Jia, Stackelberg Security Games with Contagious Attacks on a Network: Reallocation to the Rescue, Journal of Artificial Intelligence Research 77, pp.487-515, 2023.

  27. Mingliang Zhou, Hongyue Leng, Bin Fang, Tao Xiang, Xuekai Wei, and Weijia Jia. 2023. Low-light Image Enhancement via a Frequency-based Model with Structure and Texture Decomposition. ACM Trans. Multimedia Comput. Commun. Appl. 19, 6, Article 187 (November 2023), 23 pages. https://doi.org/10.1145/3590965

  28. Jianxiong Guo, Xingjian Ding, Tian Wang, Weijia Jia, Theoretical design of decentralized auction framework under mobile crowdsourcing environment, Theoretical Computer Science, Volume 939, 2023, Pages 250-260,https://doi.org/10.1016/j.tcs.2022.10.030.

  29. X. Wei, M. Zhou, S. Kwong, H. Yuan and W. Jia, "A Hybrid Control Scheme for 360-Degree Dynamic Adaptive Video Streaming Over Mobile Devices," in IEEE Transactions on Mobile Computing, vol. 21, no. 10, pp. 3428-3442, 1 Oct. 2022, doi: 10.1109/TMC.2021.3058099.

  30. Z. Xia, X. Mao, K. Gu and W. Jia, "Dual-Mode Data Forwarding Scheme Based on Interest Tags for Fog Computing-Based SIoVs," in IEEE Transactions on Network and Service Management, vol. 19, no. 3, pp. 2780-2797, Sept. 2022, doi: 10.1109/TNSM.2022.3161539.

  31. T. Wang, Y. Liu, X. Zheng, H. -N. Dai, W. Jia and M. Xie, "Edge-Based Communication Optimization for Distributed Federated Learning," in IEEE Transactions on Network Science and Engineering, vol. 9, no. 4, pp. 2015-2024, 1 July-Aug. 2022, doi: 10.1109/TNSE.2021.3083263.

  32. Y. Li, Y. Wu, M. Dai, B. Lin, W. Jia and X. Shen, "Hybrid NOMA-FDMA Assisted Dual Computation Offloading: A Latency Minimization Approach," in IEEE Transactions on Network Science and Engineering, vol. 9, no. 5, pp. 3345-3360, 1 Sept.-Oct. 2022, doi: 10.1109/TNSE.2022.3176924.

  33. Z. Tang, W. Jia, X. Zhou, W. Yang and Y. You, "Representation and Reinforcement Learning for Task Scheduling in Edge Computing," in IEEE Transactions on Big Data, vol. 8, no. 3, pp. 795-808, 1 June 2022, doi: 10.1109/TBDATA.2020.2990558.

  34. Z. Xia, Y. Zhang, K. Gu, X. Li and W. Jia, "Secure Multi-Dimensional and Multi-Angle Electricity Data Aggregation Scheme for Fog Computing-Based Smart Metering System," in IEEE Transactions on Green Communications and Networking, vol. 6, no. 1, pp. 313-328, March 2022, doi: 10.1109/TGCN.2021.3122793.

  35. K. Gu, W. Zhang, X. Li and W. Jia, "Self-Verifiable Attribute-Based Keyword Search Scheme for Distributed Data Storage in Fog Computing With Fast Decryption," in IEEE Transactions on Network and Service Management, vol. 19, no. 1, pp. 271-288, March 2022, doi: 10.1109/TNSM.2021.3123475.

  36. Lizhi Cheng, Weijia Jia, and Wenmian Yang. 2022. Capture Salient Historical Information: A Fast and Accurate Non-autoregressive Model for Multi-turn Spoken Language Understanding. ACM Trans. Inf. Syst. 41, 2, Article 41 (April 2023), 32 pages. https://doi.org/10.1145/3545800

  37. Zhuoqun Xia, Lingxuan Zeng, Ke Gu, Xiong Li, and Weijia Jia. 2022. Conditional Identity Privacy-preserving Authentication Scheme Based on Cooperation of Multiple Fog Servers under Fog Computing-based IoVs. ACM Trans. Internet Technol. 22, 4, Article 107 (November 2022), 28 pages. https://doi.org/10.1145/3538381

  38. Sancheng Peng, Lihong Cao, Yongmei Zhou, Zhouhao Ouyang, Aimin Yang, Xinguang Li, Weijia Jia, Shui Yu, A survey on deep learning for textual emotion analysis in social networks, Digital Communications and Networks, Volume 8, Issue 5, 2022, Pages 745-762, https://doi.org/10.1016/j.dcan.2021.10.003.

  39. Jianxiong Guo, Xingjian Ding, Tian Wang, Weijia Jia, Combinatorial resources auction in decentralized edge-thing systems using blockchain and differential privacy, Information Sciences, Volume 607, 2022, Pages 211-229, https://doi.org/10.1016/j.ins.2022.05.128.

  40. Songli Zhang, Weijia Jia, Zhiqing Tang, Jiong Lou, Wei Zhao, Efficient instance reuse approach for service function chain placement in mobile edge computing, Computer Networks, Volume 211, 2022, 109010, https://doi.org/10.1016/j.comnet.2022.109010.

  41. Yang Li, Tianshun Wang, Yuan Wu, Weijia Jia, Optimal dynamic spectrum allocation-assisted latency minimization for multiuser mobile edge computing, Digital Communications and Networks, Volume 8, Issue 3, 2022, Pages 247-256, https://doi.org/10.1016/j.dcan.2021.10.008.

  42. W. Shen et al., "An End-to-End No-Reference Video Quality Assessment Method With Hierarchical Spatiotemporal Feature Representation," in IEEE Transactions on Broadcasting, vol. 68, no. 3, pp. 651-660, Sept. 2022, doi: 10.1109/TBC.2022.3164332.

  43. Jiandian Zeng, Tianyi Liu, Weijia Jia, Jiantao Zhou, Relation construction for aspect-level sentiment classification, Information Sciences, Volume 586, 2022, Pages 209-223, https://doi.org/10.1016/j.ins.2021.11.081.

  44. K. Gu, X. Dong, X. Li and W. Jia, "Cluster-Based Malicious Node Detection for False Downstream Data in Fog Computing-Based VANETs," in IEEE Transactions on Network Science and Engineering, vol. 9, no. 3, pp. 1245-1263, 1 May-June 2022, doi: 10.1109/TNSE.2021.3139005.

  45. L. P. Qian, Y. Wu, X. Xu, B. Ji, Z. Shi and W. Jia, "Distributed Charging-Record Management for Electric Vehicle Networks via Blockchain," in IEEE Internet of Things Journal, vol. 8, no. 4, pp. 2150-2162, 15 Feb.15, 2021, doi: 10.1109/JIOT.2020.3027482.

  46. T. Wang, Y. Lu, J. Wang, H. -N. Dai, X. Zheng and W. Jia, "EIHDP: Edge-Intelligent Hierarchical Dynamic Pricing Based on Cloud-Edge-Client Collaboration for IoT Systems," in IEEE Transactions on Computers, vol. 70, no. 8, pp. 1285-1298, 1 Aug. 2021, doi: 10.1109/TC.2021.3060484.

  47. K. Gu, N. Wu, B. Yin and W. Jia, "Secure Data Sequence Query Framework Based on Multiple Fogs," in IEEE Transactions on Emerging Topics in Computing, vol. 9, no. 4, pp. 1883-1900

  48. Xia, Zhuoqun, Jingjing Tan, Ke Gu, Xiong Li, and Weijia Jia. "SEDMDroid: An enhanced stacking ensemble framework for Android malware detection." IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING 8, no. 2 (2021): 995-1008.

  49. Z. Xia, J. Tan, K. Gu, X. Li and W. Jia, "IDS Intelligent Configuration Scheme Against Advanced Adaptive Attacks," in IEEE Transactions on Network Science and Engineering, vol. 8, no. 2, pp. 995-1008, 1 April-June 2021, doi: 10.1109/TNSE.2020.2997564.

  50. Zhang，Xiaoquan,Cui，Lin,Tso，Fung Poet al. pHeavy: Predicting Heavy Flows in the Programmable Data Plane[J]. IEEE Transactions on Network and Service Management, 2021.

  51. X. Liu, T. Wang, W. Jia, A. Liu and K. Chi, "Quick Convex Hull-Based Rendezvous Planning for Delay-Harsh Mobile Data Gathering in Disjoint Sensor Networks," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 6, pp. 3844-3854, June 2021, doi: 10.1109/TSMC.2019.2938790.

  52. M. Zhou, X. Wei, S. Kwong, W. Jia and B. Fang, "Rate Control Method Based on Deep Reinforcement Learning for Dynamic Video Sequences in HEVC," in IEEE Transactions on Multimedia, vol. 23, pp. 1106-1121, 2021, doi: 10.1109/TMM.2020.2992968.

  53. X. Zhang, T. Liu, P. Li, W. Jia and H. Zhao, "Robust Neural Relation Extraction via Multi-Granularity Noises Reduction," in IEEE Transactions on Knowledge and Data Engineering, vol. 33, no. 9, pp. 3297-3310, 1 Sept. 2021, doi: 10.1109/TKDE.2020.2964747.

  54. Y. Gu, J. Li, C. Wu, W. Jia and J. Chen, "Small Object Detection by Generative and Discriminative Learning," 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, 2021, pp. 1926-1933, doi: 10.1109/ICPR48806.2021.9412830.

  55. Xia, Zhuoqun, Mao, Xiaoxiao, Gu, Ke, & Jia, Weijia. Two-Dimensional Behavior Marker-Based Data Forwarding Incentive Scheme for Fog Computing-Based SIoVs[J]. IEEE Transactions on Computational Social Systems, 2021.

  56. Wu, S., Wang, Y., Wang, T., Jia, W., Xie, R. (2022). Self-adapted Frame Selection Module: Refine the Input Strategy for Video Saliency Detection. In: Lai, Y., Wang, T., Jiang, M., Xu, G., Liang, W., Castiglione, A. (eds) Algorithms and Architectures for Parallel Processing. ICA3PP 2021. Lecture Notes in Computer Science(), vol 13156. Springer, Cham. https://doi.org/10.1007/978-3-030-95388-1_33

  57. Yusheng Huang and Weijia Jia. 2021. Exploring Sentence Community for Document-Level Event Extraction. In Findings of the Association for Computational Linguistics: EMNLP 2021, pages 340–351, Punta Cana, Dominican Republic. Association for Computational Linguistics.

  58. ian Wang, Pan Wang, Shaobin Cai, Xi Zheng, Ying Ma, Weijia Jia, Guojun Wang, Mobile edge-enabled trust evaluation for the Internet of Things, Information Fusion, Volume 75, 2021, Pages 90-100, https://doi.org/10.1016/j.inffus.2021.04.007.

  59. Jiandian Zeng, Tianyi Liu, Weijia Jia, Jiantao Zhou, Fine-grained Question-Answer sentiment classification with hierarchical graph attention network, Neurocomputing, Volume 457, 2021, Pages 214-224, https://doi.org/10.1016/j.neucom.2021.06.040.

  60. Gu, Ke, Wang, Keming, Li, Xiong, & Jia, Weijia. "Multi-Fogs-Based Traceable Privacy-Preserving Scheme for Vehicular Identity in Internet of Vehicles". IEEE Transactions on Intelligent Transportation Systems (2021): 1 - 18.

  61. Zhang G, Wang T, Wang G, Liu A, Jia W. Detection of hidden data attacks combined fog computing and trust evaluation method in sensor-cloud system. Concurrency Computat Pract Exper. 2021; 33:e5109. https://doi.org/10.1002/cpe.5109

  62. Xiaoquan Zhang, Lin Cui, Kaimin Wei, Fung Po Tso, Yangyang Ji, Weijia Jia, A survey on stateful data plane in software defined networks, Computer Networks, Volume 184, 2021, 107597, https://doi.org/10.1016/j.comnet.2020.107597.

  63. Zhuoqun Xia, Jingjing Tan, Ke Gu, WeiJia Jia, Detection resource allocation scheme for two-layer cooperative IDSs in smart grids, Journal of Parallel and Distributed Computing, Volume 147, 2021, Pages 236-247, https://doi.org/10.1016/j.jpdc.2020.09.011.

  64. Zekri, A., Jia, W. Performance evaluation of rate adaptation algorithms for seamless heterogeneous vehicular communications. Peer-to-Peer Netw. Appl. 14, 1–17 (2021). https://doi.org/10.1007/s12083-020-00957-8

顶级国际会议论文

  1. (IEEE Outstanding Paper Award) Z. Cao, X. Zhnag, J. Guo, W. Jia, T. Wang, “Cost-Effective Dynamic Alliance Pricing Mechanism Based on Distributed Edge-Intelligence”,The 21st IEEE International Symposium on Parallel and Distributed Processing with Applications, Dec. 21-23, 2023, Wuhan, China

  2. M. Wang, F. Chen, J. Guo and W. Jia, "Improving Stock Trend Prediction with Multi-granularity Denoising Contrastive Learning," 2023 International Joint Conference on Neural Networks (IJCNN), Gold Coast, Australia, 2023, pp. 1-10, doi: 10.1109/IJCNN54540.2023.10191523.

  3. (Best Student Paper Award) S. Wu, Y. Li, Y. Xu, Q. Liu, W. Jia, T. Wang, EKDF: An Ensemble Knowledge Distillation Framework for Robust Collaborative Inference on Heterogeneous Edge Devices, The 19th International Conference on Mobility, Sensing and Networking, 14-16 Dec. 2023, Nanjing, China.

  4. L Cheng, W Yang, Weijia Jia, A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2023), 37(11), pp.12691-12699.

  5. H Cui, Z Tang, J Lou, W Jia, Online Container Scheduling for Low-Latency IoT Services in Edge Cluster Upgrade: A Reinforcement Learning Approach, 2023 IEEE/CIC International Conference on Communications in China (ICCC), 1-6

  6. Xiangyu Lin, Weijia Jia, and Zhiguo Gong. 2023. Self-distilled Transitive Instance Weighting for Denoised Distantly Supervised Relation Extraction. In Findings of the Association for Computational Linguistics: EMNLP 2023, pages 168–180, Singapore. Association for Computational Linguistics.

  7. Xubin Wang, Weijia Jia, A Feature Weighting Particle Swarm Optimization Method to Identity Biomarker Genes, IEEE International Conference on Bioinformatics and Biomedicine, (BIBM 2022).

  8. R Bai, H Lin, X Yang, X Wu, M Li, Weijia Jia: Mixed Strategies for Security Games with General Defending Requirements, IJCAI 2022: 46-52, 2022.

  9. XWei, M  Zhou, Weijia Jia: Global Optimization Solution for Dynamic Adaptive 360-Degree Streaming. ICASSP 2022: 1-5.

  10. R Bai, H Lin, X Yang, X Wu, M Li, W Jia, “Defending Against Contagious Attacks on a Network with Resource Reallocation”, AAAI 2021, 5135-5142.

  11. Z. Sun, Y. Han, Z. Hua, N. Ruan, Weijia Jia: Improving the Efficiency and Robustness of Deepfakes Detection Through Precise Geometric Features, CVPR 2021: 3609-3618.

  12. X. Lin, T. Liu, Weijia Jia, Z. Gong: Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning. EMNLP (1) 2021: 165-174.

  13. T. Wang, Y. Li, Yuan Wu, L. Qian, L. Bin, Weijia Jia, Optimal Channel Sharing assisted Multi-user Computation Offloading via NOMA, IEEE INFOCOM 2021-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), pp.1-6.

  14. Cheng, Lizhi, Weijia Jia, and Wenmian Yang. "An Effective Non-Autoregressive Model for Spoken Language Understanding." Proceedings of the 30th ACM International Conference on Information & Knowledge Management (CIKM), 2021/10/26, pp.241-250.

  15. Cheng, Lizhi, Weijia Jia, and Wenmian Yang. "A Result based Portable Framework for Spoken Language Understanding." 2021 IEEE International Conference on Multimedia and Expo (ICME), 2021, pp.1-6.

  16. Y. Song, T. Liu, Weijia Jia: Data Diversification Revisited: Why Does It Work? ICANN (3) 2021: 521-533.

  17. H. Cui, Z. Tang, J. Lou and W. Jia, "Online Container Scheduling for Low-Latency IoT Services in Edge Cluster Upgrade: A Reinforcement Learning Approach,"" 2023 IEEE/CIC International Conference on Communications in China (ICCC), Dalian, China, 2023, pp. 1-6, doi: 10.1109/ICCC57788.2023.10233668.

  18. Cheng, L., Yang, W., & Jia, W. (2023). A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding. Proceedings of the AAAI Conference on Artificial Intelligence, 37(11), 12691-12699. https://doi.org/10.1609/aaai.v37i11.26493

  19. X. Wang and W. Jia, "A Feature Weighting Particle Swarm Optimization Method to Identify Biomarker Genes," 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Las Vegas, NV, USA, 2022, pp. 830-834, doi: 10.1109/BIBM55620.2022.9995376.

  20. X. Wei, M. Zhou and W. Jia, "Global Optimization Solution for Dynamic Adaptive 360-Degree Streaming," ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, Singapore, 2022, pp. 1-5, doi: 10.1109/ICASSP43922.2022.9746184.

  21. L. Cheng, W. Yang and W. Jia, "A Result Based Portable Framework for Spoken Language Understanding,"" 2021 IEEE International Conference on Multimedia and Expo (ICME), Shenzhen, China, 2021, pp. 1-6, doi: 10.1109/ICME51207.2021.9428384.

  22. Z. Sun, Y. Han, Z. Hua, N. Ruan and W. Jia, "Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features," 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 2021, pp. 3608-3617, doi: 10.1109/CVPR46437.2021.00361.

  23. T. Wang, Y. Li, Y. Wu, L. Qian, L. Bin and W. Jia, "Optimal Channel Sharing assisted Multi-user Computation Offloading via NOMA," IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Vancouver, BC, Canada, 2021, pp. 1-6, doi: 10.1109/INFOCOMWKSHPS51825.2021.9484644.

  24. Lizhi Cheng, Weijia Jia, and Wenmian Yang. 2021. An Effective Non-Autoregressive Model for Spoken Language Understanding. In Proceedings of the 30th ACM International Conference on Information & Knowledge Management (CIKM '21). Association for Computing Machinery, New York, NY, USA, 241–250. https://doi.org/10.1145/3459637.3482229

  25. Bai, R., Lin, H., Yang, X., Wu, X., Li, M., & Jia, W. (2021). Defending against Contagious Attacks on a Network with Resource Reallocation. Proceedings of the AAAI Conference on Artificial Intelligence, 35(6), 5135-5142. https://doi.org/10.1609/aaai.v35i6.16649


Student AI/CS Competition Awards

International competitions

1. Gold Medal (1/4245): 1st in Jane Street Market Prediction: Winner (Kaggle Competition), Stock Prediction, (Master Student: Wang Mingjie) (2022)

2. TOP 2: ACM SIGSPATIAL 2021 GISCUP Timing Analysis (Master Student: Wang Mingjie) (2023)

3. TOP 2: ACM SIGSPATIAL 2021 GISCUP (GIS International Summit), ETA Prediction, (Master Student: Wang Mingjie) (2023)

4. Silver Medal: CommonLit Readability Prize (Kaggle Competition), Text Classification, (Master Student: Wang Mingjie) (2022)

5. Silver Medal: Mechanisms of Action (MoA) Prediction (Kaggle Competition), Structured Data Classification, (Master Student: Wang Mingjie) (2021)

6. Silver Medal: U.S. Patent Phrase to Phrase Matching (Kaggle Competition), Text Similarity Classification, (Master Student: Wang Mingjie, BSc student:  Wu Jianming) (2022)

7. Silver Medal: G-Research Crypto Forecasting (Kaggle Competition), Cryptocurrency Forecasting (Master Student: Wang Mingjie) (2022)

8. Silver Medal: Feedback Prize - Predicting Effective Arguments (Kaggle Competition), Named Entity Recognition, (Master Student: Wang Mingjie; BSc students: Wu Jianming, Tan Qirun) (2021)

9. Silver Medal: Feedback Prize - Evaluating Student Writing (Kaggle Competition), Named Entity Recognition (BSc students: Wu Jianming, Huang Runlin, Li Tingxi, Sun Gengchen, Tan Qirun) (2021)

10. Silver Medal: SIIM-ISIC Melanoma Classification (Kaggle Competition), Image Segmentation (Master Student: Wang Mingjie) (2023)

11. Silver Medal: American Express - Default Prediction (Kaggle Competition), (Master Student: Wang Mingjie, BSc students: Xiao Dingwen, Huang Boxiao) (2022)

12. Silver Medal: Text Feedback Prize - English Language Learning (Kaggle competition) (BSc students: Huang Runlin, Sun Gengchen) (2023)

13. Silver Medal Text PetFinder.my - Popularity Contest (Kaggle Competition) (BSc student: Xiao Dingwen) (2023)

14. Silver Medal Time Series Prediction Ubiquitous Market Prediction (Kaggle Competition) (BSc student: Chen Yingtao) (2022)

15. Bronze Image: HuBMAP + HPA - Hacking the Human Body (Kaggle Competition) (BSc students: Xiao Dingwen, Li Sirui, Luo Hengyi, Liu Cheng) (2023)

16. Bronze Image: HuBMAP + HPA - Hacking the Human Body (Kaggle Competition) (BSc students: Hou Huantong, Xu Jiayun, Zhong Xiaoliang) (2023)

17. Bronze Image: UW-Madison GI Tract Image Segmentation (Kaggle Competition) (BSc student: Xiao Dingwen) (2023)

18. Bronze Medal: Cornell Birdcall Identification, Audio Classification (Kaggle Competition) (Master Student: Wang Mingjie) (2023)

19. Bronze Medal: COVID-19 mRNA Vaccine Degradation Prediction, Drug Prediction (Kaggle Competition) (Master Student: Wang Mingjie) (2022)

20. Bronze Medal: RSNA STR Pulmonary Embolism Detection, Image Segmentation (Kaggle Competition) (Master Student: Wang Mingjie) (2022)

21. Bronze Medal: Bristol-Myers Squibb–Molecular Translation, Audio Classification (Kaggle Competition) (Master Student: Wang Mingjie) (2023)


Domestic competitions

1. Second Prize: Robot RoboMaster College League Competition, 2023 Guangdong Province Science and Technology Labor Education and Student Information Literacy Improvement Activities Science and Technology Innovation Practice Intelligent Robot, (BSc students: Yang Ruoyu, Li Mingzhe)

2. Provincial Second Prize: Artificial Intelligence Wheeled Robot Creative Challenge (University Normal Student Group), Robot Guangdong Province Science and Technology Labor Education and Student Information Literacy Improvement Activities Science and Technology Innovation Practice Intelligent Robot, (BSc student: Liao Jiucheng) 2023.

3. Provincial Third Prize: Robot Artificial Intelligence Wheeled Robot Creative Challenge (University Normal Student Group) (BSc students: Li Mingzhe, Wu Bohan)

4. TOP 2: Sohu Text Matching Contest, Text Similarity (Master Student: Wang Mingjie), 2021.