Xia Hu

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026
Benchmarks for Trajectory Safety Evaluation and Diagnosis in OpenClaw and Codex: ATBench-Claw and ATBench-Codex.
CoRR, April, 2026

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability.
CoRR, April, 2026

ATBench: A Diverse and Realistic Agent Trajectory Benchmark for Safety Evaluation and Diagnosis.
CoRR, April, 2026

TrinityGuard: A Unified Framework for Safeguarding Multi-Agent Systems.
CoRR, March, 2026

RetroAgent: From Solving to Evolving via Retrospective Dual Intrinsic Feedback.
CoRR, March, 2026

SafeSci: Safety Evaluation of Large Language Models in Science Domains and Beyond.
CoRR, March, 2026

To Deceive is to Teach? Forging Perceptual Robustness via Adversarial Reinforcement Learning.
CoRR, February, 2026

A Benchmark and Knowledge-Grounded Framework for Advanced Multimodal Personalization Study.
CoRR, February, 2026

Epistemic Traps: Rational Misalignment Driven by Model Misspecification.
CoRR, February, 2026

Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report v1.5.
CoRR, February, 2026

A Trajectory-Based Safety Audit of Clawdbot (OpenClaw).
CoRR, February, 2026

DeepSight: An All-in-One LM Safety Toolkit.
CoRR, February, 2026

Decoupled Reasoning with Implicit Fact Tokens (DRIFT): A Dual-Model Framework for Efficient Long-Context Inference.
CoRR, February, 2026

RAPO: Risk-Aware Preference Optimization for Generalizable Safe Reasoning.
CoRR, February, 2026

LPS-Bench: Benchmarking Safety Awareness of Computer-Use Agents in Long-Horizon Planning under Benign and Adversarial Scenarios.
CoRR, February, 2026

Interpreting Emergent Extreme Events in Multi-Agent Systems.
CoRR, January, 2026

The Why Behind the Action: Unveiling Internal Drivers via Agentic Attribution.
CoRR, January, 2026

MASH: Evading Black-Box AI-Generated Text Detectors via Style Humanization.
CoRR, January, 2026

OpenRT: An Open-Source Red Teaming Framework for Multimodal LLMs.
CoRR, January, 2026

2025
BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding.
CoRR, December, 2025

Think-Reflect-Revise: A Policy-Guided Reflective Framework for Safety Alignment in Large Vision Language Models.
CoRR, December, 2025

Are Your Agents Upward Deceivers?
CoRR, December, 2025

Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction.
Proceedings of the Conference on Health, 2025

2024
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics.
CoRR, 2024

Spurious Correlations in Machine Learning: A Survey.
CoRR, 2024

Addressing Delayed Feedback in Conversion Rate Prediction: A Domain Adaptation Approach.
Proceedings of the IEEE International Conference on Data Mining, 2024

Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-Rank Experts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FairLENS: Assessing Fairness in Law Enforcement Speech Recognition.
Proceedings of the IEEE International Conference on Big Data, 2024

2023
AutoKeras: An AutoML Library for Deep Learning.
J. Mach. Learn. Res., 2023

A new characterization of the product of (<i>L</i>, <i>M</i>)-fuzzy convex structures1.
J. Intell. Fuzzy Syst., 2023

Towards Data-centric Graph Machine Learning: Review and Outlook.
CoRR, 2023

2021
Climatic Constraints to Monthly Vegetation Dynamics in Desert Areas Over the Silk Road Economic Belt.
Remote. Sens., 2021

Model complexity of deep learning: a survey.
Knowl. Inf. Syst., 2021

Generating the Graph Gestalt: Kernel-Regularized Graph Representation Learning.
CoRR, 2021

Concave (L, M)-fuzzy interior operators and (L, M)-fuzzy hull operators.
Comput. Appl. Math., 2021

The Influence of Electrode on Elastic Constant $C_{33}{}^{D}$ Extraction of Scandium-doped Aluminum Nitride Thin Film by Thickness-extensional Mode FBAR.
Proceedings of the 16th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2021

2020
Threshold Vegetation Greenness under Water Balance in Different Desert Areas over the Silk Road Economic Belt.
Remote. Sens., 2020

Measuring Model Complexity of Neural Networks with Curve Activation Functions.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Exact and Consistent Interpretation of Piecewise Linear Models Hidden behind APIs: A Closed Form Solution.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019
Techniques for Automated Machine Learning.
CoRR, 2019

Coupled Variational Recurrent Collaborative Filtering.
CoRR, 2019

Robust Negative Sampling for Network Embedding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A FOA-Optimized RBF Algorithm-Based Evaluation Research on E-commerce Websites.
Wirel. Pers. Commun., 2018

Applying queueing theory to the study of emergency department operations: a survey and a discussion of comparable simulation studies.
Int. Trans. Oper. Res., 2018

Efficient Neural Architecture Search with Network Morphism.
CoRR, 2018

Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Multi-Constrained Routing Optimization Algorithm Based on DAG.
Proceedings of the IECON 2018, 2018

Multi-Constrained Routing Based on Particle Swarm Optimization and Fireworks Algorithm.
Proceedings of the IECON 2018, 2018

Discriminative Graph Autoencoder.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

2017
Application of Mathematical and Computational Models to Mitigate the Overutilization of Healthcare Systems.
PhD thesis, 2017

Finding map regions with high density of query keywords.
Frontiers Inf. Technol. Electron. Eng., 2017

Gamification Teaching Reform for Higher Vocational Education in China: A case study on Layout and Management of Distribution Center.
Int. J. Emerg. Technol. Learn., 2017

Effective Blog Pages Extractor for Better UGC Accessing.
CoRR, 2017

Deep Style Match for Complementary Recommendation.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2014
An Improved Collaborative Method for Recommendation and Rating Prediction.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2010
A method for extracting the internal structure of biomedical images based on SRG and texture gradient.
Math. Comput. Model., 2010

Sampling of Mass SMS Filtering Algorithm Based on Frequent Time-domain Area.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining, 2010

Similarity-Transformation Invariant Reversible Watermarking for 3D Models.
Proceedings of the Computer and Information Sciences, 2010

Occlusion-Aided Weights for Local Stereo Matching.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Disparity Adjustment for Local Stereo Matching.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010


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