--- title: "“knowledge distillation”: 23 recent papers (last 30 days)" description: "The keyword “knowledge distillation” appeared in 23 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #18 of 12,658 keywords." url: https://scholar4ai.com/keywords/knowledge-distillation markdown_url: https://scholar4ai.com/keywords/knowledge-distillation.md license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/) share_text: "The keyword “knowledge distillation” appeared in 23 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #18 of 12,658 keywords." data_url: https://scholar4ai.com/data/rankings.json updated: 2026-10-26T14:52:47+09:00 window: 2026-09-27 to 2026-10-26 source: OpenAlex (CC0) --- # Papers on “knowledge distillation” - 1 papers in the last 7 days Back to the ranking: https://scholar4ai.com/rankings/keywords.md ## Key findings - The keyword “knowledge distillation” appeared in 23 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #18 of 12,658 keywords. - Most of them appeared in Knowledge-Based Systems (5), Pattern Recognition (5) and Neural Networks (3). - Leading institutions: Southeast University (2), Tsinghua Shenzhen International Graduate School (1) and Tsinghua University (1). - Countries: China (17), United States (3) and United Kingdom (2). - Often studied together with “graph neural networks” (3), “contrastive learning” (2) and “catastrophic forgetting” (2). ## Research ideas that follow this keyword - [Small models for finance](https://scholar4ai.com/ideas/small-models-for-finance.md) *Papers, newest first.* | Date | Title | Journal | Authors | Affiliations | |---|---|---|---|---| | 2026-10-23 | [AlignVSS: Alignment-enhanced feature propagation and distillation for efficient Video Semantic Segmentation](https://doi.org/10.1016/j.knosys.2026.117222) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Teng Li, Shumin An, Qingmin Liao et al. | Tsinghua Shenzhen International Graduate School; Tsinghua University; Hong Kong University of Science and Technology; … | | 2026-10-17 | [T-UIL: an incremental few-shot fault diagnosis framework based on uncertainty-guided trustworthy sample screening](https://doi.org/10.1007/s10489-026-07517-2) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Qianlong Yu, Liubing Hu, Chengri Lang et al. | Zhejiang Normal University | | 2026-10-16 | [Towards efficient large language models for scientific data: a review](https://doi.org/10.1007/s10462-026-11727-y) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Huy Quoc To, Guangyan Huang, Jun Wang et al. | Deakin University; Zhengzhou University of Aeronautics | | 2026-10-16 | [CDCLAP: Efficient distillation framework for zero-shot audio event classification](https://doi.org/10.1016/j.neunet.2026.109764) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Fei Chen, Hui Xue, Pengfei Fang | Southeast University | | 2026-10-15 | [METRO: A general and multi-view trajectory representation framework for dynamic urban environments](https://doi.org/10.1016/j.knosys.2026.117204) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yuanzhang Zhao, Leixiao Li, Hao Lin et al. | Nankai University; Inner Mongolia University of Technology | | 2026-10-14 | [VLKD-YOLO: A semantic-aware visual-language distillation framework for lightweight underwater object detection](https://doi.org/10.1016/j.patcog.2026.115082) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Chuanyi Zhang, Ruiyang Wang, Xinlei Zhang et al. | Hohai University | | 2026-10-14 | [Towards robust Graph Neural Networks: A comprehensive strategy against graph and label noise](https://doi.org/10.1016/j.ipm.2026.105223) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Jie Chen, Fei Zhu | Soochow University | | 2026-10-14 | [Distilling representation evolution from GNNs into graph-less MLPs](https://doi.org/10.1016/j.eswa.2026.134729) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Fuqiang Liu, Jiayan Fu, Xinlong Chen et al. | Fuzhou University | | 2026-10-13 | [Answer-oriented collaborative distillation for multi-stage evidence-augmented question answering](https://doi.org/10.1016/j.knosys.2026.117186) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yaying Wu, Tao Wang, Yurong Qian et al. | Xinjiang University | | 2026-10-09 | [Architecture-agnostic knowledge distillation for machine-learning interatomic potentials](https://doi.org/10.1016/j.neunet.2026.109742) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Chen Wang, Siyu Hu, Guangming Tan et al. | Institute of Computing Technology | | 2026-10-08 | [JTCSE: Joint tensor-modulus constraints and cross-attention for unsupervised contrastive learning of sentence embeddings](https://doi.org/10.1016/j.neunet.2026.109724) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Tianyu Zong, Bingkang Shi, Hongzhu Yi et al. | University of Chinese Academy of Sciences | | 2026-10-07 | [Cross-modal orthogonal feature distillation for gear fault diagnosis with heterogeneous multi-source information](https://doi.org/10.1016/j.inffus.2026.104838) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | Jiangjiao Li, Jialiang Liu, Jiaqi Zhu et al. | Northeastern University; Kingston University London; Brunel University of London | | 2026-10-02 | [Graph Transformers and Graph Neural Networks are good teachers for each other](https://doi.org/10.1016/j.patcog.2026.115010) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Yunfan Liu, Lirong Wu, Zihan Liu et al. | Westlake University | | 2026-10-01 | [High-frequency depth distillation from foundation models for multi-view 3D object detection](https://doi.org/10.1016/j.patcog.2026.115156) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Jingxin Wang, Shuang Li, Mingpi Tan et al. | Chongqing University of Posts and Telecommunications | | 2026-10-01 | [Investigations on model compression techniques for convolutional neural networks under noise and hardware constraints](https://doi.org/10.1007/s00521-026-12556-4) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Ambati Sai Vikas, Narravula Mukesh, Mallisetty Rathna Kumar et al. | Amrita Vishwa Vidyapeetham | | 2026-10-01 | [SURGE: Structural Perturbation Response Field Guided Residual Distillation for Graph Unlearning](https://doi.org/10.1007/s10994-026-07176-x) | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | Chaofan Shen, Min Wang, Jing Zhang | Southeast University | | 2026-10-01 | [CLIDD: Cross-Layer Independent Deformable Description for Efficient and Discriminative Local Feature Representation](https://doi.org/10.1007/s11263-026-03063-z) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Haodi Yao, Fenghua He, Ning Hao et al. | Harbin Institute of Technology; Beijing Institute for General Artificial Intelligence | | 2026-09-30 | [PG-DCA: prototype-guided knowledge transfer for imbalanced and heterogeneous data collaboration](https://doi.org/10.1016/j.inffus.2026.104826) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | Tingkai Sun, Xiucai Ye, Akira Imakura et al. | University of Tsukuba | | 2026-09-30 | [A dynamic fusion enhanced trajectory distillation framework for multi-view classification](https://doi.org/10.1016/j.patcog.2026.115039) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Hongyu Yao, Binlu Chen, Xiaobin Hong et al. | Nanjing Forestry University; Nanjing University; Nanjing University of Posts and Telecommunications | | 2026-09-29 | [KG-NAV: Knowledge-guided mixture-of-experts for local UAV navigation](https://doi.org/10.1016/j.knosys.2026.117141) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yaoxin Shen, Yongming Liu | Arizona State University | | 2026-09-28 | [Sensory-aware sequential recommendation via review-distilled representations](https://doi.org/10.1016/j.knosys.2026.117071) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yeo Chan Yoon, Chanjun Park, KyuHan Koh | Jeju National University; Soongsil University; California State University, Stanislaus | | 2026-09-27 | [PGSD: Prototype-Guided Self-Distillation for Zero-Shot Sketch-Based Image Retrieval](https://doi.org/10.1016/j.patcog.2026.115022) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Xueping Tan, Donglin Zhang, Xiaojun Wu | Jiangnan University | | 2026-09-27 | [Knowledge distillation in medical imaging: A comprehensive survey of trends, challenges, and opportunities](https://doi.org/10.1016/j.inffus.2026.104814) | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | Muzammil Behzad, Reem Aljunaid, Nour Aburaed et al. | King Fahd University of Petroleum and Minerals; Imam Abdulrahman Bin Faisal University; University of Dubai; … | ## Cite this page Scholar4AI. (2026). Papers on “knowledge distillation”. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/keywords/knowledge-distillation ```bibtex @misc{scholar4ai-keywords-knowledge-distillation, author = {{Scholar4AI}}, title = {Papers on “knowledge distillation”}, year = {2026}, howpublished = {\url{https://scholar4ai.com/keywords/knowledge-distillation}}, urldate = {2026-10-26}, note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0} } ``` License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).