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Designing SLO-Aware Serving Systems for Dependency-Intensive Applications

December 9, 2025

A Study on Robustness and Generalization for Visual and Multimodal Learning

September 25, 2025

Novel Representation Learning Frameworks for Tabular Data and a Unifying Theory for Optimal Nested Simulation.

August 18, 2025

GRAPH REPRESENTATION LEARNING ONREAL-WORLD COMPLEX NETWORKS

August 15, 2025

From Iterative to Instantaneous: DiffusionPost-Training for Real-Time High-Quality Generation.

July 24, 2025

Data Stream Management: Efficient T-GNN Training over Large-Scale Dynamic Graphs

July 22, 2025

Advanced Training Strategies for Classical Machine Learning and Their Applications

July 14, 2025

Efcientand Scalable Training of Graph Neural Networks at Scale

June 17, 2025

Understanding Vessel Movement: A Multi-Perspective Study on Spatio-temporal Maritime Trajectories

June 10, 2025

Nonparametric Surrogate Modeling with Applications in Stochastic Simulation

June 9, 2025

MITIGATING DATA CHALLENGES INSEQUENTIAL RECOMMENDER SYSTEMS

June 8, 2025

Kernel Learning Methods in Offline andOnline Settings

June 8, 2025

Towards Scalable and Generalizable PDE Solving

June 8, 2025

Attribute-Filtering Approximate Nearest Neighbor Search in Vector Databases

June 8, 2025

MULTI-MODAL TIME SERIES ANALYSIS WITHLARGE MODELS: REPRESENTATION,ADAPTATION, AND APPLICATIONS

June 8, 2025

Protein Function Prediction with Sequence,Structure, and Protein-Protein Interaction Networks

June 8, 2025

From Unimodal to Multimodal: Time Series Classification with Transformer and Language Model

June 8, 2025

MoE-Based Forecasting Method with Multi-ModalFusion and Cross-domain Alignment

June 8, 2025