Jinhui Pang

Research output

Research output per year 2007 2008 2020 2022 2023 2024

• 20 Conference contribution
• 19 Article

Research output per year

Research output per year

Search results

• 2024

  FTF-ER: Feature-Topology Fusion-Based Experience Replay Method for Continual Graph Learning

  Pang, J., Lin, C., Hao, X., Yin, R., Wang, Z., Zhang, Z., He, J. & Tai Sheng, H., 28 Oct 2024, MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 8336-8344 9 p. (MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia).

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

  • Class-Incremental Learning 100%
  1 Citation (Scopus)

• Graph-model Based Optimization of Shelter Hospitals: Integrating MILP for Efficient Layout and Deployment

  Daomeng, C., Jinyuan, L., Ertai, E., Tianyue, W., Haoran, X., Jinhui, P. & Yongling, F., 2024, Proceedings of 2024 IEEE 13th Data Driven Control and Learning Systems Conference, DDCLS 2024. Institute of Electrical and Electronics Engineers Inc., p. 503-510 8 p. (Proceedings of 2024 IEEE 13th Data Driven Control and Learning Systems Conference, DDCLS 2024).

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

  • Genetic Algorithm 100%
  • Mixed-Integer Linear Programming 100%
  • Nash Equilibrium 50%
  • Discrete Time 50%
  • Model Parameter 50%
• 2023

  Improving Dialogue Intent Classification with a Knowledge-Enhanced Multifactor Graph Model

  Xu, H., Pang, J., Song, S. & Zou, B., 27 Jun 2023, AAAI-23 Special Programs, IAAI-23, EAAI-23, Student Papers and Demonstrations. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 16366-16367 2 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

  • Graph Neural Network 100%
  • Good Performance 100%
  • Level Semantics 100%
  • Conversational Agent 50%
  • Commerce Website 50%
  2 Citations (Scopus)

• MFDG: A Multi-Factor Dialogue Graph Model for Dialogue Intent Classification

  Pang, J., Xu, H., Song, S., Zou, B. & He, X., 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M.-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 691-706 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13714 LNAI).

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

  • Domain Knowledge 100%
  • Conversational Agent 100%
  • Information Extraction 100%
  • Contextual Information 100%
  • Interaction Graph 100%
  1 Citation (Scopus)

• Quantum Game Theory on Entangled Players

  Mohamed, N. M. A. A., Taisheng, H. & Jinhui, P., 2023, Proceedings of the 7th International Scientific Conference on Intelligent Information Technologies for Industry (IITI’23) - Volume 1. Kovalev, S., Sukhanov, A. & Kotenko, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 291-301 11 p. (Lecture Notes in Networks and Systems; vol. 776 LNNS).

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

  • Prisoner Dilemma 100%

• SA-GDA: Spectral Augmentation for Graph Domain Adaptation

  Pang, J., Wang, Z., Tang, J., Xiao, M. & Yin, N., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 309-318 10 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).

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

  • Domain Adaptation 100%
  • Feature Space 50%
  • Graph Neural Network 33%
  • Spectral Domain 33%
  • Node Classification 33%
  10 Citations (Scopus)

• Time Series Classification Based on Intuitionistic Fuzzy Clustering Similarity Measure

  Hu, Y., Zhu, H., Shang, C. & Pang, J., 2023, Proceedings - 2023 International Conference on Blockchain Technology and Applications, ICBTA 2023. Institute of Electrical and Electronics Engineers Inc., p. 9-13 5 p. (Proceedings - 2023 International Conference on Blockchain Technology and Applications, ICBTA 2023).

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

  • Fuzzy Clustering 100%
  • Classification Accuracy 50%
  • Classification Algorithm 50%
  • Approximation (Algorithm) 50%
  • Time Series Data 50%

• Weighted Bootstrapped DQN: Efficient Exploration via Uncertainty Quantification

  Pang, J. & Feng, Z., 2023, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence, AHPCAI 2023. Saxena, S. & Zhao, C. (eds.). SPIE, 129411J. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12941).

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

  • Reinforcement Learning 100%
• 2022

  E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service

  Jia, M., Liu, R., Wang, P., Song, Y., Xi, Z., Li, H., Shen, X., Chen, M., Pang, J. & He, X., 2022, 2022 Language Resources and Evaluation Conference, LREC 2022. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 5787-5796 10 p. (2022 Language Resources and Evaluation Conference, LREC 2022).

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

  • Knowledge Base 100%
  • User Preference 100%
  • Dialog Management 100%
  3 Citations (Scopus)

• Query Prior Matters: A MRC Framework for Multimodal Named Entity Recognition

  Jia, M., Shen, X., Shen, L., Pang, J., Liao, L., Song, Y., Chen, M. & He, X., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 3549-3558 10 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

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

  • Image Relation 100%
  30 Citations (Scopus)

• What Affects the Performance of Models? Sensitivity Analysis of Knowledge Graph Embedding

  Yang, H., Zhang, L., Su, F. & Pang, J., 2022, Database Systems for Advanced Applications - 27th International Conference, DASFAA 2022, Proceedings. Bhattacharya, A., Lee Mong Li, J., Agrawal, D., Reddy, P. K., Mohania, M., Mondal, A., Goyal, V. & Uday Kiran, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 698-713 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13245 LNCS).

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

  • Knowledge Graph Embedding 100%
  • Embedding Algorithm 50%
  • Knowledge Base 50%
  • Learning Framework 50%
  • Structural Feature 50%

• WOC: A Handy Webcam-based 3D Online Chatroomm

  Yan, C., Sun, Y., Bao, Q., Pang, J., Liu, W. & Mei, T., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 6976-6978 3 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

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

  Open Access

  • Online Chat 100%
  • Service Data Flow 100%
  • Data Flow 100%
  1 Citation (Scopus)
• 2020

  Highly Parallel SPARQL Engine for RDF

  Feng, F., Zhou, W., Zhang, D. & Pang, J., 2020, Data Science - 6th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2020, Proceedings. Zeng, J., Jing, W., Song, X. & Lu, Z. (eds.). Springer, p. 61-71 11 p. (Communications in Computer and Information Science; vol. 1257 CCIS).

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

  Open Access

  • Prediction Time 100%
  • Data Processing 66%
  • Query Processing 33%
  • Memory Footprint 33%
  • Machine Learning Algorithm 33%
  1 Citation (Scopus)

• Knowledge base enhanced topic modeling

  Song, D., Gao, J., Pang, J., Liao, L. & Qin, L., Aug 2020, Proceedings - 11th IEEE International Conference on Knowledge Graph, ICKG 2020. Chen, E., Antoniou, G., Wu, X. & Kumar, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 380-387 8 p. 9194489. (Proceedings - 11th IEEE International Conference on Knowledge Graph, ICKG 2020).

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

  • Topic Modeling 100%
  • Knowledge Base 100%
  • Latent Dirichlet Allocation 100%
  • Text Mining 33%
  • Lower Dimensional Space 33%
  4 Citations (Scopus)

• Towards Incomplete SPARQL Query in RDF Question Answering - A Semantic Completion Approach

  Pang, J., Jiao, J., Ji, G., Wu, Y., Zhang, D. & Wang, S., 20 Apr 2020, The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, p. 57-58 2 p. (The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020).

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

  • Completion Semantics 100%
  1 Citation (Scopus)

• TriAG: Answering SPARQL queries accelerated by GPU

  Pang, J., Wang, S., Jiao, J., Zhou, W., Feng, F. & Zhang, D., 2020, WCSE 2020: 2020 10th International Workshop on Computer Science and Engineering. International Workshop on Computer Science and Engineering (WCSE), p. 300-306 7 p. (WCSE 2020: 2020 10th International Workshop on Computer Science and Engineering).

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

  Open Access

  • Machine Learning 100%
  • Map-Reduce 100%
  • Granularity 100%
  • Response Time 100%
  • Storage Model 100%
  2 Citations (Scopus)
• 2010

  The credibility-based cores in games with fuzzy coalitions

  Ran, L., Pang, J. & Bai, P., 2010, 2010 International Conference on Logistics Systems and Intelligent Management, ICLSIM 2010. p. 416-420 5 p. 5461390. (2010 International Conference on Logistics Systems and Intelligent Management, ICLSIM 2010; vol. 1).

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

  • Confidence Level 100%
  • Characteristic Function 100%
  • Programming Model 50%
  • Numerical Example 50%
  • Real Number 50%
• 2009

  Credibility-based cooperative fuzzy game with Choquet integral form

  Ran, L., Pang, J. & Bai, P., 2009, Proceedings - 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2009. p. 537-541 5 p. 5357608. (Proceedings - 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2009; vol. 4).

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

  • Choquet Integral 100%
  • Integral Form 100%
  • Payoff Function 100%
  • Numerical Example 50%
  • Fuzzy Measure 50%
• 2008

  Credibility-based core knowledge selection with fuzzy information

  Pang, J. & Zhang, Q., 2008, Proceedings of 2008 IEEE International Conference on Service Operations and Logistics, and Informatics, IEEE/SOLI 2008. p. 752-757 6 p. 4686498. (Proceedings of 2008 IEEE International Conference on Service Operations and Logistics, and Informatics, IEEE/SOLI 2008; vol. 1).

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

  • Programming Model 100%
  • Knowledge Management 100%
  • Evaluation Criterion 100%
  • Fuzzy Programming 100%
  • Competitive Advantage 100%
  1 Citation (Scopus)

• The fuzzy-TOPSIS method based on credibility measure

  Li, J. L., Pang, J. H. & Ran, L., 2008, 2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008. 4680467. (2008 International Conference on Wireless Communications, Networking and Mobile Computing, WiCOM 2008).

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

  • Technique for Order of Preference by Similarity to Ideal Solution 100%
  • Uncertainty Theory 100%
  • Multiple-Criteria Decision Analysis 40%
  • Numerical Example 20%
  • Real Life 20%
  1 Citation (Scopus)