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| 2025 | On the Generalization of Feature Incremental Learning. | Chao Xu, Xijia Tang, Lijun Zhang, Chenping Hou |
| 2025 | Omni-Dimensional State Space Model-driven SAM for Pixel-level Anomaly Detection. | Chao Huang, Qianyi Li, Jie Wen, Bob Zhang |
| 2025 | Conditional Independent Test in the Presence of Measurement Error with Causal Structure Learning. | Hongbin Zhang, Kezhou Chen, Nankai Lin, Aimin Yang, Zhifeng Hao, Zhengming Chen |
| 2025 | Uncertainty-aware Predict-Then-Optimize Framework for Equitable Post-Disaster Power Restoration. | Lin Jiang, Dahai Yu, Rongchao Xu, Tian Tang, Guang Wang |
| 2025 | Situational-Constrained Sequential Resources Allocation via Reinforcement Learning. | Libo Zhang, Yang Chen, Toru Takisaka, Kaiqi Zhao, Weidong Li, Jiamou Liu |
| 2025 | CAN-ST: Clustering Adaptive Normalization for Spatio-temporal OOD Learning. | Min Yang, Yang An, Jinliang Deng, Xiaoyu Li, Bin Xu, Ji Zhong, Xiankai Lu, Yongshun Gong |
| 2025 | Egocentric Object-Interaction Anticipation with Retentive and Predictive Learning. | Guo Chen, Yifei Huang, Yin-Dong Zheng, Yicheng Liu, Jiahao Wang, Tong Lu |
| 2025 | Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework. | Yudong Zhang, Zhaoyang Sun, Xu Wang, Xuan Yu, Kai Wang, Yang Wang |
| 2025 | Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning. | Xudong Yan, Songhe Feng, Yang Zhang, Jian Yang, Yueguan Lin, Haojun Fei |
| 2025 | SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection. | Weiqi Yan, Lvhai Chen, Shengchuan Zhang, Yan Zhang, Liujuan Cao |
| 2025 | Learn to Think: Bootstrapping LLM Logic Through Graph Representation Learning. | Hang Gao, Chenhao Zhang, Tie Wang, Junsuo Zhao, Fengge Wu, Changwen Zheng, Huaping Liu |
| 2025 | Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions. | Bo Xue, Xi Lin, Yuanyu Wan, Qingfu Zhang |
| 2025 | Enhancing User-Oriented Proactivity in Open-Domain Dialogues with Critic Guidance. | Yufeng Wang, Jinwu Hu, Ziteng Huang, Kunyang Lin, Zitian Zhang, Peihao Chen, Yu Hu, Qianyue Wang, Zhuliang Yu, Bin Sun, Xiaofen Xing, Qingfang Zheng, Mingkui Tan |
| 2025 | Empowering Quantum Serverless Circuit Deployment Optimization via Graph Contrastive Learning and Learning-to-Rank Co-designed Approaches. | Tingting Li, Ziming Zhao, Jianwei Yin |
| 2025 | Enhancing Semantic Clarity: Discriminative and Fine-grained Information Mining for Remote Sensing Image-Text Retrieval. | Yu Liu, Haipeng Chen, Yuheng Liang, Yuheng Yang, Xun Yang, Yingda Lyu |
| 2025 | Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era. | Chenxi Liu, Shaowen Zhou, Qianxiong Xu, Hao Miao, Cheng Long, Ziyue Li, Rui Zhao |
| 2025 | Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding. | Jiangfeng Sun, Kaiwen Xue, Qika Lin, Yufei Qiao, Yifan Zhu, Zhonghong Ou, Meina Song |
| 2025 | LLM4VKG: Leveraging Large Language Models for Virtual Knowledge Graph Construction. | Guohui Xiao, Lin Ren, Guilin Qi, Haohan Xue, Marco Di Panfilo, Davide Lanti |
| 2025 | A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams. | Zhong Chen, Yi He, Di Wu, Chen Zhao, Meikang Qiu |
| 2025 | A Prior-based Discrete Diffusion Model for Social Graph Generation. | Shu Yin, Dongpeng Hou, Lianwei Wu, Xianghua Li, Chao Gao |
| 2025 | Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration. | Long Peng, Xin Di, Zhanfeng Feng, Wenbo Li, Renjing Pei, Yang Wang, Xueyang Fu, Yang Cao, Zheng-Jun Zha |
| 2025 | Heterogeneous Federated Learning with Scalable Server Mixture-of-Experts. | Jingang Jiang, Yanzhao Chen, Xiangyang Liu, Haiqi Jiang, Chenyou Fan |
| 2025 | ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data. | Mengxuan Li, Ke Liu, Jialong Guo, Jiajun Bu, Hongwei Wang, Haishuai Wang |
| 2025 | Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space. | Xin He, Yili Wang, Wenqi Fan, Xu Shen, Xin Juan, Rui Miao, Xin Wang |