Xiaowen Huang

Orcid: 0000-0001-9590-3285

Affiliations:
  • Beijing Jiaotong University, School of Computer Science and Technology, China
  • Chinese Academy of Sciences, Institute of Automation, Beijing, China (PhD 2020)


According to our database1, Xiaowen Huang authored at least 24 papers between 2016 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2025
Towards Robust Recommendation: A Review and an Adversarial Robustness Evaluation Library.
IEEE Trans. Knowl. Data Eng., September, 2025

A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems.
Proceedings of the ACM on Web Conference 2025, 2025

2024
Faster Person Re-Identification: One-Shot-Filter and Coarse-to-Fine Search.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Euclidean-Distance-Preserved Feature Reduction for efficient person re-identification.
Neural Networks, 2024

DenoiseReID: Denoising Model for Representation Learning of Person Re-Identification.
CoRR, 2024

Semantically consistent Video-to-Audio Generation using Multimodal Language Large Model.
CoRR, 2024

Exploring the Privacy Protection Capabilities of Chinese Large Language Models.
CoRR, 2024

How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2023
Knowledge Graph-Enhanced Sampling for Conversational Recommendation System.
IEEE Trans. Knowl. Data Eng., October, 2023

2022
Image-Based Personality Questionnaire Design.
ACM Trans. Multim. Comput. Commun. Appl., 2022

Learning to Learn a Cold-start Sequential Recommender.
ACM Trans. Inf. Syst., 2022

Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Knowledge Graph-enhanced Sampling for Conversational Recommender System.
CoRR, 2021

APF: An Adversarial Privacy-preserving Filter to Protect Portrait Information.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Trustworthy Multimedia Analysis.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Adversarial Privacy-preserving Filter.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019
Multi-source User Attribute Inference based on Hierarchical Auto-encoder.
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Biomedia ACM MM Grand Challenge 2019: Using Data Enhancement to Solve Sample Unbalance.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Explainable Interaction-driven User Modeling over Knowledge Graph for Sequential Recommendation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

2018
Social Relationship Labeling Based on Multimodal Behaviors and Social Interactions.
IEEE Multim., 2018

CSAN: Contextual Self-Attention Network for User Sequential Recommendation.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

2017
Towards SMP Challenge: Stacking of Diverse Models for Social Image Popularity Prediction.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

2016
基于关联规则挖掘的跨网络知识关联及协同应用 (Association Rules Mining Based Cross-network Knowledge Association and Collaborative Applications).
计算机科学, 2016


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