Guanhua Zhang
10 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27)
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Artificial Intelligence
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(3)
Optimization & Theory Β· Machine Learning
(3)
Natural Language Processing
(2)
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(2)
Computer Science
(1)
Computer Vision
(1)
Knowledge & Reasoning
(1)
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(1)
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adversarial robustness
(3)
adversarial training
(3)
neural network
(2)
selection bia
(2)
natural language processing
(2)
large language model
(2)
min-max optimization
(2)
projected gradient descent
(1)
bayesian framework
(1)
bayesian inference
(1)
robust classification
(1)
toxicity detection
(1)
image generation
(1)
image inpainting
(1)
adversarial attack
(1)
natural language inference
(1)
stability
(1)
diffusion model
(1)
convolutional neural network
(1)
bilevel optimization
(1)
Papers
Learning to Think on Hypergraph: HyperCoT for Structure-Guided N-ary Knowledge Graph Completion
ACL 2026
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
NAACL 2024
Inherent Trade-Offs between Diversity and Stability in Multi-Task Benchmarks
ICML 2024
Robust Mixture-of-Expert Training for Convolutional Neural Networks
ICCV 2023
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization
ICLR 2023
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models
ICML 2023
Fairness Reprogramming
NeurIPS 2022
Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization
ICML 2022
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting
ACL 2020
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets
ACL 2019