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Structured Generative Market Simulation for Controllable Financial Stress Testing

June 5, 2026

Bridging the Gap between LLM Capabilities andTrustworthy Deployment

June 5, 2026

The Language of Dynamics:Learning Neural Representations of Time Series Data

May 19, 2026

Time-Sensitive Multimodal Retrieval-Augmented Generation(TS-MRAG)

April 24, 2026

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