Hui Xue

Orcid: 0000-0002-2093-2839

Affiliations:

Alibaba Group, Beijing, China

According to our database¹, Hui Xue authored at least 82 papers between 2018 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Rethinking Out-of-Distribution Detection From a Human-Centric Perspective.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., October, 2024

Context-Aware Robust Fine-Tuning.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., May, 2024

Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations.

[BibT_eX]

[DOI]

CoRR, 2024

DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

S-Eval: Automatic and Adaptive Test Generation for Benchmarking Safety Evaluation of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Synthesizing Coherent Story with Auto-Regressive Latent Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Large Language Model with Curriculum Reasoning for Visual Concept Recognition.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

R<sup>4</sup>: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

To make yourself invisible with Adversarial Semantic Contours.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., April, 2023

Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging.

[BibT_eX]

[DOI]

CoRR, 2023

Improving Model Generalization by On-manifold Adversarial Augmentation in the Frequency Domain.

[BibT_eX]

[DOI]

CoRR, 2023

A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking.

[BibT_eX]

[DOI]

CoRR, 2023

Continual Few-shot Learning with Transformer Adaptation and Knowledge Regularization.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Model Inversion Attack via Dynamic Memory Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

BiFPro: A Bidirectional Facial-data Protection Framework against DeepFake.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Spatio-Temporal Catcher: A Self-Supervised Transformer for Deepfake Video Detection.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

FairRec: Fairness Testing for Deep Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

DR-Net: A Multi-View Face Synthesis Network Driven by Dual Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Budgeted Training for Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Inequality phenomenon in l<sub>∞</sub>-adversarial training, and its unrealized threats.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Open-Vocabulary Object Detection With an Open Corpus.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Transaudio: Towards the Transferable Adversarial Audio Attack Via Learning Contextualized Perturbations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Improving Hyper-relational Knowledge Graph Representation with Multi-grained Encoding.

[BibT_eX]

[DOI]

Ting Ma

Longtao Huang

Hui Xue

Proceedings of the Database Systems for Advanced Applications, 2023

ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Incremental Graph Classification by Class Prototype Construction and Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

HiSA: Hierarchically Semantic Associating for Video Temporal Grounding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Context-Aware Robust Fine-Tuning.

[BibT_eX]

[DOI]

CoRR, 2022

D^2ETR: Decoder-Only DETR with Computationally Efficient Cross-Scale Attention.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition.

[BibT_eX]

[DOI]

CoRR, 2022

Boosting Out-of-distribution Detection with Typical Features.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Enhance the Visual Representation via Discrete Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Diverse Instance Discovery: Vision-Transformer for Instance-Aware Multi-Label Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

LightPose: A Lightweight and Efficient Model with Transformer for Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

MAKD: MULTIPLE Auxiliary Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

RoChBert: Towards Robust BERT Fine-tuning for Chinese.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Multiple Instance Learning for Offensive Language Detection.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Towards Robust Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Pano-SfMLearner: Self-Supervised Multi-Task Learning of Depth and Semantics in Panoramic Videos.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

Unrestricted Adversarial Attacks on ImageNet Competition.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Attacks on ML Defense Models Competition.

[BibT_eX]

[DOI]

CoRR, 2021

RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition.

[BibT_eX]

[DOI]

CoRR, 2021

RAMS-Trans: Recurrent Attention Multi-scale Transformer for Fine-grained Image Recognition.

[BibT_eX]

[DOI]

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

DRDF: Determining the Importance of Different Multimodal Information with Dual-Router Dynamic Framework.

[BibT_eX]

[DOI]

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

Towards Face Encryption by Generating Adversarial Identity Masks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Enhancing Model Robustness by Incorporating Adversarial Knowledge into Semantic Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Self-Supervised Learning for Few-Shot Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

QAIR: Practical Query-Efficient Black-Box Attacks for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Composite Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

GAP++: Learning to generate target-conditioned adversarial examples.

[BibT_eX]

[DOI]

CoRR, 2020

Fighting Against Deepfake: Patch&Pair Convolutional Neural Networks (PPCNN).

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Sharp Multiple Instance Learning for DeepFake Video Detection.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Smart Fire Alarm System with Person Detection and Thermal Camera.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2020, 2020

Learning to Characterize Adversarial Subspaces.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Design-Gan: Cross-Category Fashion Translation Driven By Landmark Attention.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

The Open Brands Dataset: Unified Brand Detection and Recognition at Scale.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Hierarchical Sequence Representation with Graph Network.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Self-Supervised Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Visual Inductive Priors Framework for Data-Efficient Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Which Is Plagiarism: Fashion Image Retrieval Based on Regional Representation for Design Protection.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Class Regularization: Improve Few-shot Image Classification by Reducing Meta Shift.

[BibT_eX]

[DOI]

CoRR, 2019

AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Features Analysis with Attention Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Hybrid Sequence Encoder for Text Based Video Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Hui Xue

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