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Hui Xiong

Papers
26

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26papers

Authored papers

26

Anisotropic Modality Align

arXiv 2026

2026

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

arXiv 2026

2026

PISA: Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers

arXiv 2026

2026

Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks

arXiv 2025

2025

Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval

arXiv 2025

2025

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

arXiv 2025

2025

GENERator: A Long-Context Generative Genomic Foundation Model

arXiv 2025

2025

OneForecast: A Universal Framework for Global and Regional Weather Forecasting

arXiv 2025

2025

A Comprehensive Survey on Self-Interpretable Neural Networks

arXiv 2025

2025

Protap: A Benchmark for Protein Modeling on Realistic Downstream Applications

arXiv 2025

2025

TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection

arXiv 2024

2024

Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs

arXiv 2024

2024

HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera

arXiv 2024

2024

CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching

arXiv 2024

2024

Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation

arXiv 2024

2024

Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking

arXiv 2024

2024

Event Camera Demosaicing via Swin Transformer and Pixel-focus Loss

arXiv 2024

2024

Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities

arXiv 2024

2024

BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction

arXiv 2024

2024

A Survey of Reasoning with Foundation Models

arXiv 2023

2023

UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction

uukg-unified-urban-knowledge-graph-dataset

2023

A Survey on Large Language Models for Recommendation

arXiv 2023

2023

Multi-Temporal Relationship Inference in Urban Areas

arXiv 2023

2023

LLMLight: Large Language Models as Traffic Signal Control Agents

arXiv 2023

2023

Heterogeneous Graph Representation Learning with Relation Awareness

arXiv 2021

2021

Out-of-Town Recommendation with Travel Intention Modeling

arXiv 2021

2021

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from 26 papers