When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insightsby You-Wei Luo, Chuan-Xian RenFirst…
Tri-VQA: Triangular Reasoning Medical Visual Question Answering for Multi-Attribute Analysisby Lin Fan, Xun Gong, Cenyang…
Pathformer: Recursive Path Query Encoding for Complex Logical Query Answeringby Chongzhi Zhang, Zhiping Peng, Junhao…
Harvesting Efficient On-Demand Order Pooling from Skilled Couriers: Enhancing Graph Representation Learning for Refining Real-time…
Exploring Design Choices for Building Language-Specific LLMsby Atula Tejaswi, Nilesh Gupta, Eunsol ChoiFirst submitted to…
Temporal Knowledge Graph Question Answering: A Surveyby Miao Su, Zixuan Li, Zhuo Chen, Long Bai,…
Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Modelsby Yuan Zhong, Xiaochen Wang, Jiaqi Wang,…
Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approachby Yicong Li, Yu…
Combining Optimal Transport and Embedding-Based Approaches for More Expressiveness in Unsupervised Graph Alignmentby Songyang Chen,…
Communication-Efficient Federated Knowledge Graph Embedding with Entity-Wise Top-K Sparsificationby Xiaoxiong Zhang, Zhiwei Zeng, Xin Zhou,…