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All Stories

  1. Evaluating and Selecting Deep Reinforcement Learning Models for OptimalDynamic Pricing: A Systematic Comparison of PPO, DDPG, and SAC

    Article • January 2024, ACM (Association for Computing Machinery)

    Doctor Gangmin Li

  2. Enhancing Text Comprehension via Fusing Pre-trained Language Model with Knowledge Graph

    Article • December 2023, ACM (Association for Computing Machinery)

    Professor Katie Atkinson, Doctor Gangmin Li

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

    Article • February 2023, ACM (Association for Computing Machinery)

    Professor Katie Atkinson, Doctor Gangmin Li

  4. KEMIM: Knowledge-Enhanced User Multi-Interest Modeling for Recommender Systems

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  5. Hierarchical User Intention–Preference for Sequential Recommendation with Relation-Aware Heterogeneous Information Network Embedding

    Article • Big Data, October 2022, Mary Ann Liebert Inc

    Doctor Gangmin Li

  6. The Implementation of Movies and TV Plays Analysis System Combined with Knowledge Graph and Data Visualization

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  7. Accurate and Visual Video Recommendation Based on Deep Neural Network

    Article • April 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  8. Real-time user clickstream behavior analysis based on apache storm streaming

    Article • Electronic Commerce Research, December 2021, Springer Science + Business Media

    Doctor Gangmin Li

  9. StaResGRU-CNN with CMedLMs: A stacked residual GRU-CNN with pre-trained biomedical language models for predictive intelligence

    Article • Applied Soft Computing, December 2021, Elsevier

    Doctor Gangmin Li

  10. An Encoder-decoder Architecture with Graph Convolutional Networks for Abstractive Summarization

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  11. Urban Crime Trends Analysis and Occurrence Possibility Prediction based on Light Gradient Boosting Machine

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  12. A Hybrid Siamese Neural Network for Natural Language Inference in Cyber-Physical Systems

    Article • ACM Transactions on Internet Technology, March 2021, ACM (Association for Computing Machinery)

    Doctor Gangmin Li

  13. Anomaly Detection by Using Streaming K-Means and Batch K-Means

    Article • May 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  14. Natural language understanding approaches based on joint task of intent detection and slot filling for IoT voice interaction

    Article • Neural Computing and Applications, March 2020, Springer Science + Business Media

    Doctor Gangmin Li

  15. Managing Heterogeneous Data on a Big Data Platform: A Multi-criteria Decision Making Model for Data-Intensive Science

    Article • February 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  16. A Joint Model of Clinical Domain Classification and Slot Filling Based on RCNN and BiGRU-CRF

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  17. A two-level stacking model for detecting abnormal users in Wechat activities

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  18. An Word2vec based on Chinese Medical Knowledge

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  19. Automatic Generation of Electronic Medical Record Based on GPT2 Model

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  20. Credit Risk Scoring Analysis Based on Machine Learning Models

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  21. Disease Diagnosis Prediction of EMR Based on BiGRU-Att-CapsNetwork Model

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  22. Inter-Personal Relation Extraction Model Based on Bidirectional GRU and Attention Mechanism

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  23. Lifelong Machine Learning and root cause analysis for large-scale cancer patient data

    Article • Journal Of Big Data, December 2019, Springer Science + Business Media

    Doctor Gangmin Li

  24. Using Structured event to represent complaints of patients: a medical assistant for doctors

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  25. Anomaly detection for machinery by using Big Data Real-Time processing and clustering technique

    Article • November 2019, ACM (Association for Computing Machinery)

    Doctor Gangmin Li

  26. Medical Diagnosis by Complaints of Patients and Machine Learning

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  27. Named Entity Recognition Using BERT BiLSTM CRF for Chinese Electronic Health Records

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  28. Translate and Summarize Complaints of Patient to Electronic Health Record by BiLSTM-CNN Attention model

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  29. Big Data Ingestion and Lifelong Learning Architecture

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  30. Multi-Agent Big-Data Lambda Architecture Model for E-Commerce Analytics

    Article • Data, December 2018, MDPI AG

    Doctor Gangmin Li

  31. New Cancer Treatment Evaluation through Big Data Analytics

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  32. Big Data Real-Time Clickstream Data Ingestion Paradigm for E-Commerce Analytics

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  33. Near Real-Time Big Data Stream Processing Platform Using Cassandra

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  34. Big Data Real Time Ingestion and Machine Learning

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Doctor Gangmin Li

  35. Efficient location privacy algorithm for Internet of Things (IoT) services and applications

    Article • Journal of Network and Computer Applications, July 2017, Elsevier

    Doctor Gangmin Li

  36. A Middleware Architecture for Price Comparison Service on Mobile Phones

    Article • Procedia Computer Science, January 2013, Elsevier

    Doctor Gangmin Li

  37. Sensemaking tools for understanding research literatures: Design, implementation and user evaluation

    Article • International Journal of Human-Computer Studies, May 2006, Elsevier

    Prof. Simon J. Buckingham Shum, Doctor Gangmin Li

  38. Modeling naturalistic argumentation in research literatures: Representation and interaction design issues

    Article • International Journal of Intelligent Systems, January 2006, Wiley

    Prof. Simon J. Buckingham Shum, Doctor Gangmin Li

  39. Shifting matrix management: a model for multi-agent cooperation

    Article • Engineering Applications of Artificial Intelligence, April 2003, Elsevier

    Doctor Gangmin Li

  40. Scholarly publishing and argument in hyperspace

    Article • January 2003, ACM (Association for Computing Machinery)

    Prof. Simon J. Buckingham Shum, Doctor Gangmin Li

  41. ClaiMaker: Weaving a Semantic Web of Research Papers

    Article • January 2002, Springer Science + Business Media

    Prof. Simon J. Buckingham Shum, Doctor Gangmin Li