Xinwang Liu

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

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Bibliography

2026
Neural Network Optimization Reimagined: Decoupled Techniques for Scratch and Fine-Tuning.
CoRR, April, 2026

A hybrid risk assessment method combining CatBoost and FAHP-Grid search optimized risk matrix for container ship accident.
Expert Syst. Appl., 2026

On the convergence of SignSGD under weak first- and second-order gradient Lipschitz.
Artif. Intell., 2026

2025
An Integrated Interval Type-2 Fuzzy PROMETHEE-II Decision Model for the Selection of Medical Waste Treatment Techniques.
Int. J. Inf. Technol. Decis. Mak., May, 2025

HWPQ: Hessian-free Weight Pruning-Quantization For LLM Compression And Acceleration.
CoRR, January, 2025

Analysis of interrelationships of human errors using linguistic decision-making trial and evaluation laboratory with consensus reaching process.
Eng. Appl. Artif. Intell., 2025

A consensus-based multi-criteria decision making method integrating GLDS method and quantum probability theory for risk analysis of human errors.
Comput. Ind. Eng., 2025

SwiftPrune: Hessian-Free Weight Pruning for Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024
The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Local nonlinear dimensionality reduction via preserving the geometric structure of data.
Pattern Recognit., November, 2023

RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
A Local Similarity-Preserving Framework for Nonlinear Dimensionality Reduction with Neural Networks.
Proceedings of the Database Systems for Advanced Applications, 2021

Neighborhood Consensus Networks for Unsupervised Multi-view Outlier Detection.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Embedded Deep Bilinear Interactive Information and Selective Fusion for Multi-view Learning.
CoRR, 2020

Joint Multi-view 2D Convolutional Neural Networks for 3D Object Classification.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Deep Embedded Complementary and Interactive Information for Multi-View Classification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Outlier Detection Ensemble with Embedded Feature Selection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2010
Efficient Relational Learning with Hidden Variable Detection.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010


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