| 2025 | Improving Nystrm Spectral Clustering with Unsupervised Vector Quantization and Incomplete Cholesky Decomposition. | Jinda Du, Jian Hou, Huaqiang Yuan |
| 2025 | TRUST: Transparent, Robust and Ultra-sparse Trees. | Albert Dorador |
| 2025 | Enhancing Replay-Based Continual Learning via Predictive Uncertainty Controller. | Chunhui Ding, Aojun Lu, Jiahao Fan, Yanan Sun |
| 2025 | BMSR: A Bidirectional Multi-hop Predictor with Structure-Aware Ranking Loss for NAS. | Jiawen Deng, Ji Han, Yanan Sun |
| 2025 | A Consistent Lebesgue Measure for Multi-label Learning. | Kaan Demir, Bach Hoai Nguyen, Bing Xue, Mengjie Zhang |
| 2025 | Hebb-Inspired Low Rank Adapters for Large Language Models Fine-Tuning. | Alexander Demidovskij, Artyom Tugaryov, Igor Salnikov, Olga Frolova, Aleksei Trutnev, Pengcheng Xie, Irina Novikova, Egor Zharikov, Vasilisa Blyudova, Yuri Ignatiev |
| 2025 | CoTraX: An Efficient Parallel Training Method for On-Policy Deep Reinforcement Learning. | Hao Dai, Yuqing Zhu, Xueying Zhu, Chong Tang, Ni Li, Yang Wang |
| 2025 | KALE-LM-Chem: Vision and Practice Toward an AI Brain for Chemistry. | Weichen Dai, Yezeng Chen, Zijie Dai, Yubo Liu, Zhijie Huang, Yixuan Pan, Baiyang Song, Chengli Zhong, Xinhe Li, Zeyu Wang, Zhuoying Feng, Yi Zhou |
| 2025 | Enhancing Generalized Category Discovery via Chaotic Sparsity Matching. | Haoyuan Chen, Nuobei Shi, Ling Chen, Raymond S. T. Lee |
| 2025 | HCTLR: A Hybrid CNN-Conformer Framework for Offline Handwritten Chinese Text Line Recognition. | Chaozong Chen, Ping Li, Wuyungerile Li |
| 2025 | Towards Automation in Log Parsing: Auto-Prompt Optimization with Natural Language Gradients. | Jie Chen, Yunpeng Hong, Jiacheng Liu, Chenyang Bu |
| 2025 | HGTUL: A Hypergraph-Based Model For Trajectory User Linking. | Fengjie Chang, Xinning Zhu, Zheng Hu, Yang Qin |
| 2025 | BLAH: Enhancing Small Object Detection via a Bi-Level Interactive Head with Multi-Level Self-Attention. | Enhui Chai, Tianxiang Cui, Ta Lin, Yujian Ye, Ning Xue |
| 2025 | MC-GNNAS-Dock: Multi-criteria GNN-Based Algorithm Selection for Molecular Docking. | Siyuan Cao, Hongxuan Wu, Jiabao Brad Wang, Yiliang Yuan, Mustafa Misir |
| 2025 | Gradient Reweighting-Based Representation Intervention and Prompting Framework for Emotion Recognition in Conversation. | Yukun Cao, Lisheng Wang, Luobin Huang, Xuefeng Xu, Zhihao Guo, Yongcheng He |
| 2025 | Learn From the Past: Language-Conditioned Object Rearrangement with Large Language Models. | Guanqun Cao, Ryan Mckenna, Erich W. Graf, John Oyekan |
| 2025 | HiGraph-LLM: Hierarchical Graph Encoding and Integration with Large Language Models. | Zhen Cai, Yanhua Yu, Xidian Wang, Kangkang Lu, Tu Ao, Mingliang Yan, Liang Pang, Pinghui Wang, Tat-Seng Chua |
| 2025 | CRQCDM: A Causal Representation and Contextual Q-Matrix Cognitive Diagnosis Model. | Zhiwei Cai, Xinwei He, Fanzhi Zeng, Yan Zhou, Jiahao Yu, Yuexia Zhou, Xiangyu Liu |
| 2025 | Enhancing the Forward Forward Algorithm with Label Based Similarity for Improved Neural Network Training. | Roshan Birjais, Kevin I-Kai Wang, Waleed Abdulla |
| 2025 | DEF-YOLO: Leveraging YOLO for Concealed Weapon Detection in Thermal Imaging. | Divya Bhardwaj, Arnav Ramamoorthy, Poonam Goyal |
| 2025 | Metric Learning for Multi-image Super-Resolution. | Pawel Benecki, Daniel Kostrzewa, Michal Kawulok |
| 2025 | A Hyper-heuristic Approach to Bi-space Search for Bin Packing Problems. | Derrick Beckdahl, Nelishia Pillay, Thambo Nyathi |
| 2025 | GAM: A Generative Autoencoder for Diverse Human Motion Prediction. | Jiapeng Bai, Hua Yu, Yaqing Hou, Qiang Zhang |
| 2025 | ERL-BSA: Evolution Strategies-Enhanced Reinforcement Learning for Context-Aware and Workload Balanced Dynamic Bus Scheduling. | Guanqun Ai, Haobo Zhang, Gang Chen, Hui Ma, Xingquan Zuo |
| 2025 | HFCNet: A Spatial-Frequency Collaborative Multi-scale Network for Infrared Small Target Detection. | Fudie Ai, Wanli Dong, Yiming He, Shujian Liao, Shengyu Xiong, Anjie Peng |