Papers
The Semantic Architect: How FEAML Bridges Structured Data and LLMs for Multi-Label Tasks
Wanfu Gao, Zebin He, Jun Gao
CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models
Shengbo Gao, Jinyang Guo, Lixian Su et al.
DiAPR: Dimensionally-Allocated Prototype Refinement for Non-Exemplar Class Incremental Learning
Ruixuan Gao, Qijun Zhao, Keren Fu
MARE: Multimodal Analogical Reasoning for Disease Evolution-Aware Radiology Report Generation
Qingqing Gao, Tengfei Liu, Xiaoyan Li et al.
Learning Whom to Align With: Progressive Anomaly Combination Detection for Partially View-Aligned Clustering
Hang Gao, Zuosong Cai, Yuze Li et al.
Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups
Guangyan Gan, Ling Zhang, Yanhua Cheng et al.
BIQ: Bisection Interval Quantization for Communication-efficient Federated Learning
Luyang Gai, Shusen Yang, Xuebin Ren et al.
Beyond Fixed Tasks: Unsupervised Environment Design for Task-Level Pairs
Daniel Furelos-Blanco, Charles Pert, Frederik Kelbel et al.
ENHash: Error Notebook-Guided Fine-Grained Learning for Unsupervised Cross-Modal Hashing
Hao Fu, Zebing Yao, Chuangchuang Tan et al.
DeToNATION: Decoupled Torch Network-Aware Training on Interlinked Online Nodes
Mogens Henrik From, Jacob Nielsen, Lukas Galke et al.
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