Papers
Statistical Learning Theory for Distributional Classification
Christian Fiedler
EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens
Ze Feng, Sen Yang, Boqiang Duan et al.
Adaptive and Asymptotic Mean-based Subclass Discriminant Analysis
Yuzhe Feng, Yunlong Gao, Feiping Nie
Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary
Xinshun Feng, Mingzhe Liu, Yi Qiao et al.
Federated Incomplete Multi-View Clustering with Tensorized Low-Rank Constraint
Wei Feng, Danting Liu, Qianqian Wang et al.
WIET: Harmonizing Group-aware Model Weighting and Worker Allocation for Ensemble Temporal Prediction MaaS
Binbin Feng, Shikun He, Yingxin Wang et al.
Goal-Oriented Time-Series Forecasting: Foundation Framework Design
Luca-Andrei Fechete, Mohamed Sana, Fadhel Ayed et al.
To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal Performance
Wanlong Fang, Tianle Zhang, Alvin Chan
Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure
Ruiyi Fang, Shuo Wang, Ruizhi Pu et al.
Towards Illumination-Aware Restoration of Metalens-Captured Images: A New Dataset and a Strong Baseline
Fen Fang, Xinan Liang, Muli Yang et al.
Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing
Ziyu Fan, Zhijian Huang, Yahan Li et al.
TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking
Yongqi Fan, Xiaoyang Chen, Dezhi Ye et al.
MoETTA: Test-Time Adaptation Under Mixed Distribution Shifts with MoE-LayerNorm
Xiao Fan, Jingyan Jiang, Zhaoru Chen et al.
Online Cross-Modal Hashing with Expanding Label Space
Wentao Fan, Chao Zhang, Chunlin Chen et al.
Efficient Multimodal Large Language Model via Dynamic KV Cache Quantization
Jiahao Fan, Chien-Ming Chen
Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA
Zhan Fa, Yue Duan, Jian Zhang et al.
Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach
Clément Elliker, Jesse Read, Sonia Vanier et al.
FlorE: Integrating Full Lorentz Group and Directional Offsets for Effective Knowledge Graph Embedding
Zehua Duo, Jiang Li, Xiangdong Su et al.
K-ProtoDiff: Key Prototypes-Guided Diffusion for Time Series Generation
Yuhang Duan, Lin Lin, Xiaoshuai Wu
Learning Intrinsic Hierarchy for Generalized Category Discovery
Yu Duan, Junzhi He, Zhanxuan Hu et al.
Deep Incomplete Multi-View Clustering via Hierarchical Imputation and Alignment
Yiming Du, Ziyu Wang, Jian Li et al.
Flexible Concept Bottleneck Model
Xingbo Du, Qiantong Dou, Lei Fan et al.
Forget What Has Seen: Selective Concept Unlearning in Segmentation Foundation Models
Miaozeng Du, Jiaqi Li, Sirui Pan et al.
LGAN: An Efficient High-Order Graph Neural Network via the Line Graph Aggregation
Lin Du, Lu Bai, Jincheng Li et al.
GCIB: Causal Intervention Guided Graph Information Bottleneck Framework
Hangyuan Du, Rong Wang, Lixin Cui et al.