|
期刊论文：
-
Qi P*, Tao D, Gao RP. An Alarm Prediction Framework Based on the Propagation Dependency and Reinforcement Learning towards Cloud Services. IEEE Transactions on Cloud Computing. 2026. Early Access. (SCI, Q1, 中科院一区, IF:5, CCF-B）
-
Qi P*, Jin ZD, Tao D, Gao RP. A Novel Adversarial Augmentation-based Domain LLM Framework for Perceiving IoT Service States. ACM Transactions on Internet of Things. 2025, 6, 4, Article 22 (November 2025), 25 pages. IF: 3.7, 中科院三区, CCF-C
-
Qi P*,Sun Y., Yao MY, Tao D. KEMoS: A knowledge-enhanced multi-modal summarizing framework for Chinese online meetings. Neural Networks. 2024, 178. DOI:10.1016/j.neunet.2024.106417. （SCI, Q1, 中科院一区, IF:7.8, CCF-B）
-
Qi P, Sun Y*, Luo H, et al. Scratch-DKG: A
framework for constructing Scratch domain knowledge graph[J]. IEEE Transactions
on Emerging Topics in Computing, 2022, 10 (1):170-185.（SCI, Q1, 中科院一区, IF:7.691）
-
Qi P, Wang Y, Sun Y*, et al. ScratchGAN: Network
representation learning for Scratch with preference‐based generative adversarial nets[J]. International Journal of Intelligent
Systems, 2022, 37(8): 4537-4560.（SCI, Q1, 中科院一区, IF:8.709）
-
Qi P, Sun Y*, Luo H, et al. Scratch-Rec: a novel
Scratch recommendation approach adapting user preference and programming skill
for enhancing learning to program[J]. Applied Intelligence, 2022,
52 (8):9423-9440.（SCI, Q1, 中科院二区, IF:5.086）
-
Qi P, Sun Y*, Luo H. Scratch‐RL: A preference‐driven adversarial reinforcement reasoning
framework over knowledge graphs for explainable recommendation of Scratch[J]. International Journal of Intelligent Systems, 2022, 37 (10):8113-8138. （SCI, Q1, 中科院一区, IF:8.709）
-
Jin ZD, Qi P*, Gao RP, Tao D*. DeskTransfer: Predicting Multi-Scenario Video Stream Throughput in Cloud Desktop Based on Transfer Autoencoder. IEEE Transactions on Multimedia. 2025. Accepted. （SCI, Q1, 中科院一区, IF:8.4, CCF-A）
-
Jin ZD, Qi P, Gao RP, Tao D*. Portraying Fine-grained Tenant Portrait for Churn Prediction using Semi-supervised Graph Convolution and Attention Network. IEEE Transactions on Big Data. 2025. Accepted.（SCI, Q1, 中科院二区, IF:7.5）
-
Yao MY, Tao D*, Qi P, Gao RP. Scalable Large Model for Unlabeled Anomaly Detection with Trio-Attention U-Transformer and Manifold-Learning Siamese Discriminator. IEEE Transactions on Services Computing. 2025. pp.1-14. （SCI, Q1, 中科院一区, IF:5.8, CCF-A）
-
Yao MY, Jin ZD, Gao RP, Qi P, Tao D*. Pattern Unlocking Guided Multi-modal Continuous Authentication for Smartphone with Multi-branch Context-aware Representation Learning and Auto Encoder. Transactions on Emerging Telecommunications Technologies. 2023. 中科院四区.
-
Hu YH, Jin ZD, Qi P, Tao D*. Task Offloading and Resource Allocation in NOMA-VEC: A Multi-agent Deep Graph Reinforcement Learning Algorithm. China Communications. 2024. Accepted，中科院三区
-
Yao MY, Tao D*, Gao RP, Qi P. Anomaly Detection for MEC Enabled Hierarchical Industrial IoT with Transformer Enhanced Variational Auto Encoder. IEEE Transactions on Industrial Informatics. 2024. Accepted，中科院一区
-
Yao MY, Tao D*, Qi P, Gao RP. Spectra: Spatial-temporal Memory with Implicit Contrastive Regulation for Time-series Anomaly Detection. Tsinghua Science and Technology. 2024. Accepted，中科院一区
-
Yao MY, Tao D*, Qi P, Gao RP. Anomaly Detection via Meta-Learning Powered Dual-Source Representation Differentiation. IEEE Transactions on Automation Science and Engineering. 2024. Accepted. 中科院一区, CCF-B
-
Jin ZD, Tao D*, Qi P, Gao RP. An Adaptive Cloud Resource Quota Scheme Based on Dynamic Portraits and Task-Resource Matching. IEEE Transactions on Cloud Computing. 2024, 12(4): 996-1010. IF: 6.5，中科院二区
-
Gao RP*, Zhu SL., Li LK, Wang XY, Jiang YQ, Tan NQ, Chai H, Qi P, Liu JQ, Tao D. Real-world Large-scale Cellular Localization for Pickup Position Recommendation at Black-hole. IEEE Transactions on Mobile Computing. 2024. Accepted. 中科院一区, CCF-A.
会议论文：
-
Qi P*, Tao D, Gao RP. A novel LLM-enhanced anomaly prediction framework for IoT time-series data. ICCE-TW2025. Accepted. Best Paper Award 3/412.
-
Qi P, Huang Z, Sun Y, et al. A Knowledge
Graph-Based Abstractive Model Integrating Semantic and Structural Information
for Summarizing Chinese Meetings[C]//2022 IEEE 25th International Conference on
Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2022: 746-751.（CCF C类会议）
-
Liu YH, Qi P, Gao RP, Tao D*. 2T-1S: A Lightweight Scene Segmentation Framework for IoT Devices based on Hybrid-Modal Knowledge Distillation. CWSN2025. Accepted. 优秀论文奖
-
Yao MY, Qi P, Gao RP, Tao D*. TIMED: Time-series Anomaly Detection via Parallel Memory Dynamic Fusion. CBD2023. Accepted. Best Student Paper.
-
Hao SS, Yao MY, Qi P, Tao D*. Semantic Information Enhancement and Semantic Alignment for Artistic Cross-Modal Retrieval. CWSN2023. Accepted.
-
Liu C(本科生), Qi P, Tao D*. LSTM Model-based Subway Passenger Flow Forecast Solution. ICCE-TW2023. pp. 393-394.
-
Li J, Qi
P*, Luo H. Generating Consistent and Diverse QA pairs fromContexts with BN
Conditional VAE [C] // 2022 International Conference on Computer Supported
Cooperative Work in Design[C]//2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2022: 944-949.（CCF C类会议）
-
Huang Y, Qi
P*, Sun Y, Luo H. A Novel Fault Detection Algorithm Based on the Single
Indicator Data [C] // 2022 International Conference on Computer Supported
Cooperative Work in Design[C]//2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2022: 752-757.（CCF C类会议）
-
Tian S, Qi P*, Xue H, et al. C-BERTT: A BERT-based Model For Extractive Summarization Of Chinese Online Judge Questions[C]//2021 Ninth International Conference on Advanced Cloud and Big Data (CBD). IEEE, 2022: 127-132.
-
Li Q, Qi P*, Min J S, et al. An Automatic Question Classification Model Based on Solving Programs for Online Judge Platforms[C]//2021 Ninth International Conference on Advanced Cloud and Big Data (CBD). IEEE, 2022: 164-169.
-
Zhang F, Qiu L, Qi P, et al. A Novel Text Features Jointing Model for Review Spam
Filtering of Chinese [C] // 2020 International Wireless Communications and
Mobile Computing (IWCMC). IEEE, 2020: 2051-2056.
-
Gao Z, Qiu L, Qi P, et al. A Novel Music Emotion Recognition Model for
Scratch-generated Music [C]//2020 International Wireless Communications and
Mobile Computing (IWCMC). 2020: 1794-1799.
-
Zhao S, Qiu L, Qi P, et al. A Novel Image Classification Model Jointing Attention
and ResNet for Scratch [C]//2020 International Wireless Communications and
Mobile Computing (IWCMC). 2020: 1498-1503.
-
Xu C, Feng Z, Qi P, et al. An Automatic Analysis Tool Based on Computational
Thinking for BlockPy Programs [C]//2020 International Wireless Communications
and Mobile Computing (IWCMC). IEEE, 2020: 2045-2050.
-
Tang Y, Wang X, Qi P, et al. A Neural Network-based Sentiment Analysis Scheme for
Tang Poetry [C]//2020 International Wireless Communications and Mobile
Computing (IWCMC). IEEE, 2020: 1783-1788.
-
Jiang Y, Yan S, Qi P, et al. Adapting to User Interest Drifts for Recommendations
in Scratch [C]//2020 International Wireless Communications and Mobile
Computing (IWCMC). IEEE, 2020: 1528-1534.
-
彭聪, 孙岩, 戚鹏. 基于标签关联性的多标签Scratch分类算法[J]. 北京邮电大学学报,
2019(6):8.
|
