Research output per year
Research output per year
- 12 results
Search results
-
2026
Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models : A Critical Review and Assessment
XU, L., XIE, H., QIN, S. J., TAO, X. & WANG, F. L., 1 Jun 2026, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48, 6, p. 6107-6126 20 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access15 Link opens in a new tab Citations (Scopus) -
2025
A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling
CHEN, X., XIE, H., TAO, X., WANG, F. L., ZHANG, D. & DAI, H.-N., Dec 2025, In: Journal of Big Data. 12, 1, 40.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access11 Link opens in a new tab Citations (Scopus) -
A Multi-Grained Perception Model for Sentiment Analysis with Perceived Contrastive Focal Loss
WEI, J., LIN, J., YANG, Z., XIE, H., YU, F. & LI, X., 30 Oct 2025, 2025 IEEE International Conference on Multimedia and Expo (ICME): Proceedings. IEEE, 6 p.Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review
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Enhancing Collaborative Translational Metric Learning with Causal Graph Network
WANG, J., XIE, H., QIN, S. J., TAO, X., WANG, F. L. & XU, X., 28 Oct 2025, In: Neurocomputing. 651, 130933.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access -
Multimodal fusion framework based on knowledge graph for personalized recommendation
WANG, J., XIE, H., ZHANG, S., QIN, S. J., TAO, X., WANG, F. L. & XU, X., 5 Apr 2025, In: Expert Systems with Applications. 268, 126308.Research output: Journal Publications › Journal Article (refereed) › peer-review
22 Link opens in a new tab Citations (Scopus) -
Perceived MOOC satisfaction: a review mining approach using machine learning and fine-tuned BERTs
CHEN, X., XIE, H., ZOU, D., CHENG, G., TAO, X. & WANG, F. L., Jun 2025, In: Computers and Education: Artificial Intelligence. 8, 17 p., 100366.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
RVISA: Reasoning and Verification for Implicit Sentiment Analysis
LAI, W., XIE, H., XU, G. & LI, Q., Jul 2025, In: IEEE Transactions on Affective Computing. 16, 3, p. 1760-1771 12 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access12 Link opens in a new tab Citations (Scopus) -
2024
Cognitive-Inspired Deep Learning Models for Aspect-Based Sentiment Analysis: A Retrospective Overview and Bibliometric Analysis
CHEN, X., XIE, H., QIN, S. J., CHAI, Y., TAO, X. & WANG, F. L., Nov 2024, In: Cognitive Computation. 16, 6, p. 3518-3556 39 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access17 Link opens in a new tab Citations (Scopus) -
Contrastive learning for hierarchical topic modeling
MAO, P., CHEN, H., RAO, Y., XIE, H. & WANG, F. L., Mar 2024, In: Natural Language Processing Journal. 6, 100058.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access6 Link opens in a new tab Citations (Scopus) -
FRAMU : Attention-based Machine Unlearning using Federated Reinforcement Learning
SHAIK, T., TAO, X., LI, L., XIE, H., CAI, T., ZHU, X. & LI, Q., Oct 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 10, p. 5153-5167 15 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
26 Link opens in a new tab Citations (Scopus) -
Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning
JOB, S., TAO, X., LI, L., XIE, H., CAI, T., YONG, J. & LI, Q., 28 Mar 2024, In: ACM Transactions on Intelligent Systems and Technology. 15, 2, p. 1-22 22 p., 36.Research output: Journal Publications › Journal Article (refereed) › peer-review
13 Link opens in a new tab Citations (Scopus) -
Self-supervised Topic Taxonomy Discovery in the Box Embedding Space
LU, Y., CHEN, H., MAO, P., RAO, Y., XIE, H., WANG, F. L. & LI, Q., 4 Nov 2024, In: Transactions of the Association for Computational Linguistics. 12, p. 1401-1416 16 p.Research output: Journal Publications › Journal Article (refereed) › peer-review
Open Access2 Link opens in a new tab Citations (Scopus)