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| 2025 | Vertical Federated Learning Across Second-Hop Parties. | Zikai Dou, Fei Chiang |
| 2025 | Automatic Prompt Selection for Large Language Models. | Viet-Tung Do, Xuan-Quang Nguyen, Van-Khanh Hoang, Duy-Hung Nguyen, Shahab Sabahi, Jeff Yang, Hajime Hotta, Minh-Tien Nguyen, Hung Le |
| 2025 | TrojanTime: Backdoor Attacks on Time Series Classification. | Chang Dong, Zechao Sun, Guangdong Bai, Shuying Piao, Weitong Chen, Wei Emma Zhang |
| 2025 | Advancing Rubric-Based Automated Essay Scoring with Multi-view BERT: A Case Study in New Zealand. | Jie Dong, Xiaoying Gao, Yi Mei |
| 2025 | IDIR: Interpolated Diffusion Image Reconstruction for Generalizable Detection of Synthetic Images. | Xiaoyu Ding, Weiqi Wang, Zhiyi Tian, Shui Yu |
| 2025 | Moco: A Learnable Meta Optimizer for Combinatorial Optimization. | Tim Dernedde, Daniela Thyssens, Sren Dittrich, Maximilian Stubbemann, Lars Schmidt-Thieme |
| 2025 | Language-Guided Adaptive Vision Token Pruning for Efficient Multimodal Large Language Models. | Omer Faruk Deniz, Tarik Arici, Fatemeh Sheikholeslami, Burak Gozluklu, Ameni Trabelsi, Suleiman Ali Khan, Yapeng Tian, Latifur Khan |
| 2025 | DAG-Think-Twice: Causal Structure Guided Elicitation of Causal Reasoning in LLMs. | Zheyuan Deng, Qiang Sun, Jichunyang Li, Wei Liu |
| 2025 | Hunting Inside N-Quantiles of Outliers (Hino). | Jessy Colonval, Fabrice Bouquet |
| 2025 | Random Similarity Isolation Forests. | Sebastian Chwilczynski, Dariusz Brzezinski |
| 2025 | Multimodal Contrastive Learning for Dialogue Embeddings with Global and Local Views. | Subeen Choe, Jihyeon Oh, Jihoon Yang |
| 2025 | Adaptive Context-Aware Graph Convolutional Network for Aspect-Based Sentiment Analysis. | Jianhua Chi, Xianguo Zhang |
| 2025 | A Script Event Prediction Method Based on Multi-level Joint Pretraining and Prompt Fine-Tuning. | Zhen Chen, Wenzhong Yang, Fuyuan Wei, Zhonghua Wu |
| 2025 | Directional Representation Encoder-Decoder for Personalized Blood Glucose Forecasting. | Yu Chen, Zhijin Wang, Jinmo Tang, Henghong Lin, Senzhen Wu, Yaohui Huang |
| 2025 | DualS-Geo: A Large-Scale Dual-Stack Landmark Mining Framework for IP Geolocation. | Ruosi Cheng, Shichang Ding, Liancheng Zhang, Ruixiang Li, Chong Liu, Xiangyang Luo |
| 2025 | DDOT: A Derivative-Directed Dual-Decoder Ordinary Differential Equation Transformer for Dynamic System Modeling. | Yang Chang, Kuang-Da Wang, Ping-Chun Hsieh, Cheng-Kuan Lin, Wen-Chih Peng |
| 2025 | LITA: An Efficient LLM-Assisted Iterative Topic Augmentation Framework. | Chia-Hsuan Chang, Jui-Tse Tsai, Yi-Hang Tsai, San-Yih Hwang |
| 2025 | Rethinking Contrastive Learning for Electrocardiogram Anomaly Detection: A Time-Frequency Augmentations Perspective. | Huihui Chang, Haoyi Fan, Han Han, Mingzhe Han, Bing Zhou, Zongmin Wang |
| 2025 | Linked Adapters: Linking Past and Future to Present for Effective Continual Learning. | Dupati Srikar Chandra, P. K. Srijith, Dana Rezazadegan, Chris McCarthy |
| 2025 | Modeling Data Diversity for Joint Instance and Verbalizer Selection in Cold-Start Scenarios. | Mohna Chakraborty, Adithya Kulkarni, Qi Li |
| 2025 | Explanation-Based Anonymization Methods for Motion Privacy. | Thomas Carr, Yaxin Zhao, Depeng Xu, Aidong Lu |
| 2025 | Sampling Frequent and Diverse Patterns Through Compression. | Franois Camelin, Samir Loudni, Gilles Pesant, Charlotte Truchet |
| 2025 | The Brownian Integral Kernel: A New Kernel for Modeling Integrated Brownian Motions. | Bla H. Bhnke, Edouard Fouch, Klemens Bhm |
| 2025 | Large Language Models with Multi-faceted Relation Alignment for User Novel Interest Discovery. | Shuxian Bi, Wenjie Wang, Moxin Li, Chongming Gao, Fuli Feng |