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Fenglong Ma

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    20102025

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    • 2024

      Asymmetric Mutual Learning for Decentralized Federated Medical Imaging

      Wang, J., Xiao, H. & Ma, F., Dec 16 2024, ACM-BCB 2024 - 15th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. Association for Computing Machinery, Inc, 25. (ACM-BCB 2024 - 15th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics).

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

    • Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions

      Cui, S., Wang, J., Zhong, Y., Liu, H., Wang, T. & Ma, F., 2024, Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024. Shekhar, S., Papalexakis, V., Gao, J., Jiang, Z. & Riondato, M. (eds.). Society for Industrial and Applied Mathematics Publications, p. 361-369 9 p. (Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024).

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

      Open Access
      4 Scopus citations

    • BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models

      Chang, A., Wang, J., Liu, H., Bhatia, P., Xiao, C., Wang, T. & Ma, F., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 7429-7440 12 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024).

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

    • Clinical Trial Retrieval via Multi-grained Similarity Learning

      Luo, J., Qian, C., Glass, L. & Ma, F., Jul 10 2024, SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2950-2954 5 p. (SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

    • CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning

      Luo, J., Wang, X., Wang, J., Chang, A., Wang, Y. & Ma, F., 2024, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings. Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). European Language Resources Association (ELRA), p. 3997-4007 11 p. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings).

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

      4 Scopus citations

    • DeepApnea: Deep Learning Based Sleep Apnea Detection Using Smartwatches

      Liu, Z., Chen, X., Ma, F., Fernandez-Mendoza, J. & Cao, G., 2024, 2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024. Institute of Electrical and Electronics Engineers Inc., p. 206-216 11 p. (2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024).

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

    • Disentangling ID and Modality Effects for Session-based Recommendation

      Zhang, X., Xu, B., Ren, Z., Wang, X., Lin, H. & Ma, F., Jul 11 2024, SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1883-1892 10 p. (SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

      14 Scopus citations

    • FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models

      Wang, X., Wang, J., Xiao, H., Chen, J. & Ma, F., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 8141-8154 14 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

      Open Access
      2 Scopus citations

    • FineRec: Exploring Fine-grained Sequential Recommendation

      Zhang, X., Xu, B., Wu, Y., Zhong, Y., Lin, H. & Ma, F., Jul 11 2024, SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1599-1608 10 p. (SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

      8 Scopus citations

    • Generative AI in the Wild: Prospects, Challenges, and Strategies

      Sun, Y., Jang, E., Ma, F. & Wang, T., May 11 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 747. (Conference on Human Factors in Computing Systems - Proceedings).

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

      22 Scopus citations

    • Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality

      Che, L., Wang, J., Liu, X. & Ma, F., 2024, Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2024, Proceedings. Bifet, A., Krilavičius, T., Miliou, I. & Nowaczyk, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 401-417 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14949 LNAI).

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

      1 Scopus citations

    • MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation

      Zhong, Y., Cui, S., Wang, J., Wang, X., Yin, Z., Wang, Y., Xiao, H., Huai, M., Wang, T. & Ma, F., 2024, Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024. Shekhar, S., Papalexakis, V., Gao, J., Jiang, Z. & Riondato, M. (eds.). Society for Industrial and Applied Mathematics Publications, p. 499-507 9 p. (Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024).

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

      5 Scopus citations

    • Mitigating Pooling Bias in E-commerce Search via False Negative Estimation

      Wang, X., Xiao, X., Zhang, R., Zhang, X., Na, T., Tenneti, T., Wang, H. & Ma, F., Aug 24 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5917-5925 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

      Open Access

    • Recent Advances in Predictive Modeling with Electronic Health Records

      Wang, J., Luo, J., Ye, M., Wang, X., Zhong, Y., Chang, A., Huang, G., Yin, Z., Xiao, C., Sun, J. & Ma, F., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 8272-8280 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

      3 Scopus citations

    • Rethinking Personalized Federated Learning with Clustering-Based Dynamic Graph Propagation

      Wang, J., Chen, Y., Wu, Y., Das, M., Yang, H. & Ma, F., 2024, Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Proceedings. Yang, D.-N., Xie, X., Tseng, V. S., Pei, J., Huang, J.-W. & Lin, J.C.-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 155-167 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14647 LNAI).

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

      5 Scopus citations

    • Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models

      Zhong, Y., Wang, X., Wang, J., Zhang, X., Wang, Y., Huai, M., Xiao, C. & Ma, F., Aug 24 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4607-4618 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

      Open Access
      2 Scopus citations

    • Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources

      Wang, X., Luo, J., Wang, J., Zhong, Y., Zhang, X., Wang, Y., Bhatia, P., Xiao, C. & Ma, F., 2024, Long Papers. Ku, L.-W., Martins, A. F. T. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 3644-3656 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

      Open Access
      4 Scopus citations

    • VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models

      Yin, Z., Ye, M., Zhang, T., Wang, J., Liu, H., Chen, J., Wang, T. & Ma, F., Mar 25 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 7 ed. Association for the Advancement of Artificial Intelligence, p. 6755-6763 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 7).

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

      Open Access
      3 Scopus citations

    • Zero-Resource Hallucination Prevention for Large Language Models

      Luo, J., Xiao, C. & Ma, F., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 3586-3602 17 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024).

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

    • 2023

      AutoML in The Wild: Obstacles, Workarounds, and Expectations

      Sun, Y., Song, Q., Gui, X., Ma, F. & Wang, T., Apr 19 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 247. (Conference on Human Factors in Computing Systems - Proceedings).

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

      10 Scopus citations

    • Boosting Decision-Based Black-Box Adversarial Attack with Gradient Priors

      Liu, H., Huang, X., Zhang, X., Li, Q., Ma, F., Wang, W., Chen, H., Yu, H. & Zhang, X., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 1195-1203 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

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

      1 Scopus citations

    • Boosting Few-Shot Text Classification via Distribution Estimation

      Liu, H., Zhang, F., Zhang, X., Zhao, S., Ma, F., Wu, X. M., Chen, H., Yu, H. & Zhang, X., Jun 27 2023, AAAI-23 Technical Tracks 11. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 13219-13227 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

      Open Access
      11 Scopus citations

    • Boosting Meta-Learning Cold-Start Recommendation with Graph Neural Network

      Liu, H., Ma, F., Lin, H., Chen, H., Zhang, X., Wang, L., Yu, H. & Zhang, X., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4105-4109 5 p. (International Conference on Information and Knowledge Management, Proceedings).

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

      3 Scopus citations

    • ClinicalRisk: A New Therapy-related Clinical Trial Dataset for Predicting Trial Status and Failure Reasons

      Luo, J., Qiao, Z., Glass, L., Xiao, C. & Ma, F., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 5356-5360 5 p. (International Conference on Information and Knowledge Management, Proceedings).

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

      2 Scopus citations

    • Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks

      Xi, Z., Du, T., Li, C., Pang, R., Ji, S., Chen, J., Ma, F. & Wang, T., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).

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

      14 Scopus citations

    • Hierarchical Pretraining on Multimodal Electronic Health Records

      Wang, X., Luo, J., Wang, J., Yin, Z., Cui, S., Zhong, Y., Wang, Y. & Ma, F., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 2839-2852 14 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

      Open Access
      10 Scopus citations

    • HQA-Attack: Toward High Quality Black-Box Hard-Label Adversarial Attack on Text

      Liu, H., Zhang, X., Ma, F., Yu, H., Xu, Z., Zhang, F., Chen, H. & Zhang, X., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).

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

    • Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT

      Wang, J., Zeng, S., Long, Z., Wang, Y., Xiao, H. & Ma, F., 2023, 2023 SIAM International Conference on Data Mining, SDM 2023. Society for Industrial and Applied Mathematics Publications, p. 496-504 9 p. (2023 SIAM International Conference on Data Mining, SDM 2023).

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

      11 Scopus citations

    • On the Security Risks of Knowledge Graph Reasoning

      Xi, Z., Du, T., Li, C., Pang, R., Ji, S., Luo, X., Xiao, X., Ma, F. & Wang, T., 2023, 32nd USENIX Security Symposium, USENIX Security 2023. USENIX Association, p. 3259-3276 18 p. (32nd USENIX Security Symposium, USENIX Security 2023; vol. 5).

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

      3 Scopus citations

    • pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data

      Luo, J., Qian, C., Wang, X., Glass, L. & Ma, F., Oct 21 2023, CIKM 2023 - Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4724-4730 7 p. (International Conference on Information and Knowledge Management, Proceedings).

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

      Open Access
      1 Scopus citations

    • PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text

      Ye, M., Chen, J., Miao, C., Liu, H., Wang, T. & Ma, F., Aug 4 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3093-3104 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

      6 Scopus citations

    • SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack

      Liu, H., Xu, Z., Zhang, X., Xu, X., Zhang, F., Ma, F., Chen, H., Yu, H. & Zhang, X., Jun 27 2023, AAAI-23 Technical Tracks 11. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 13228-13235 8 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

      Open Access
      11 Scopus citations

    • Towards Federated COVID-19 Vaccine Side Effect Prediction

      Wang, J., Qian, C., Cui, S., Glass, L. & Ma, F., 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. 437-452 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13718 LNAI).

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

      10 Scopus citations

    • Towards Personalized Federated Learning via Heterogeneous Model Reassembly

      Wang, J., Yang, X., Cui, S., Che, L., Lyu, L., Xu, D. & Ma, F., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).

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

      24 Scopus citations

    • UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation

      Ye, M., Yin, Z., Zhang, T., Du, T., Chen, J., Wang, T. & Ma, F., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).

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

      1 Scopus citations

    • VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models

      Yin, Z., Ye, M., Zhang, T., Du, T., Zhu, J., Liu, H., Chen, J., Wang, T. & Ma, F., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).

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

      8 Scopus citations
    • 2022

      AccSleepNet: An Axis-Aware Hybrid Deep Fusion Model for Sleep Stage Classification Using Wrist-Worn Accelerometer Data

      Huang, G., Yuan, Y., Cao, G. & Ma, F., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1005-1012 8 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

      4 Scopus citations

    • AUTOMED: Automated Medical Risk Predictive Modeling on Electronic Health Records

      Cui, S., Wang, J., Gui, X., Wang, T. & Ma, F., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 948-953 6 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

      Open Access
      4 Scopus citations

    • Dual Memory Network for Medical Dialogue Generation

      Jiang, Z., Xu, J., Zhang, J., Ma, F. & Li, J., 2022, Proceedings - 24th IEEE International Conference on High Performance Computing and Communications, 8th IEEE International Conference on Data Science and Systems, 20th IEEE International Conference on Smart City and 8th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Application, HPCC/DSS/SmartCity/DependSys 2022. Institute of Electrical and Electronics Engineers Inc., p. 110-117 8 p. (Proceedings - 24th IEEE International Conference on High Performance Computing and Communications, 8th IEEE International Conference on Data Science and Systems, 20th IEEE International Conference on Smart City and 8th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Application, HPCC/DSS/SmartCity/DependSys 2022).

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

      1 Scopus citations

    • Heterogeneous Information Enhanced Prerequisite Learning in Massive Open Online Courses

      Wang, T., Ma, F., Wang, Y. & Gao, J., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1203-1208 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).

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

      3 Scopus citations

    • LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization

      Ye, M., Chen, J., Miao, C., Wang, T. & Ma, F., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2307-2315 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

      18 Scopus citations

    • MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare

      Ye, M., Luo, J., Zheng, G., Xiao, C., Xiao, H., Wang, T. & Ma, F., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1777-1780 4 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

      Open Access
      3 Scopus citations

    • Medical Dialogue Generation via Extracting Heterogenous Information

      Zhao, B., Jiang, Z., Zhang, J., Ma, F. & Li, J., 2022, Proceedings - 24th IEEE International Conference on High Performance Computing and Communications, 8th IEEE International Conference on Data Science and Systems, 20th IEEE International Conference on Smart City and 8th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Application, HPCC/DSS/SmartCity/DependSys 2022. Institute of Electrical and Electronics Engineers Inc., p. 194-201 8 p. (Proceedings - 24th IEEE International Conference on High Performance Computing and Communications, 8th IEEE International Conference on Data Science and Systems, 20th IEEE International Conference on Smart City and 8th IEEE International Conference on Dependability in Sensor, Cloud and Big Data Systems and Application, HPCC/DSS/SmartCity/DependSys 2022).

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

      1 Scopus citations

    • MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data

      Cui, S., Luo, J., Ye, M., Wang, J., Wang, T. & Ma, F., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 81-90 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).

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

      8 Scopus citations

    • Price DOES Matter! Modeling Price and Interest Preferences in Session-based Recommendation

      Zhang, X., Xu, B., Yang, L., Li, C., Ma, F., Liu, H. & Lin, H., Jul 7 2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1684-1693 10 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

      Open Access
      73 Scopus citations

    • QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog

      Ye, M., You, Q. & Ma, F., 2022, Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022. Institute of Electrical and Electronics Engineers Inc., p. 2503-2511 9 p. (Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022).

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

      6 Scopus citations

    • Textbook Enhanced Student Learning Outcome Prediction

      Wang, T., Ma, F., Tang, T., Zhang, L. & Gao, J., 2022, Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022. Society for Industrial and Applied Mathematics Publications, p. 352-360 9 p. (Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022).

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

    • TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text

      Ye, M., Miao, C., Wang, T. & Ma, F., Jun 30 2022, AAAI-22 Technical Tracks 4. Association for the Advancement of Artificial Intelligence, p. 3877-3884 8 p. (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022; vol. 36).

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

      Open Access
      42 Scopus citations

    • TrustSleepNet: A Trustable Deep Multimodal Network for Sleep Stage Classification

      Huang, G. & Ma, F., 2022, BHI-BSN 2022 - IEEE-EMBS International Conference on Biomedical and Health Informatics and IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, Symposium Proceedings. Institute of Electrical and Electronics Engineers Inc., (BHI-BSN 2022 - IEEE-EMBS International Conference on Biomedical and Health Informatics and IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks, Symposium Proceedings).

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

      3 Scopus citations

    • WiLCA: Accelerating Contactless Authentication with Limited Data

      Lin, C., Ji, C., Ma, F., Wang, L., Zhong, W. & Wu, G., 2022, 2022 19th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2022. IEEE Computer Society, p. 316-324 9 p. (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops; vol. 2022-September).

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

      5 Scopus citations