Zhixue Zhao

According to our database, Zhixue Zhao authored at least 65 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Large Language Models Decide Early and Explain Later.

Ayan Datta, Zhixue Zhao, Bhuvanesh Verma, Radhika Mamidi, Mounika Marreddy, Alexander Mehler

CoRR, April, 2026

Position: Logical Soundness is not a Reliable Criterion for Neurosymbolic Fact-Checking with LLMs.

Jason Chan, Robert J. Gaizauskas, Zhixue Zhao

CoRR, April, 2026

From Early Encoding to Late Suppression: Interpreting LLMs on Character Counting Tasks.

Ayan Datta, Mounika Marreddy, Alexander Mehler, Zhixue Zhao, Radhika Mamidi

CoRR, April, 2026

Explanation Generation for Contradiction Reconciliation with LLMs.

Jason Chan, Zhixue Zhao, Robert J. Gaizauskas

CoRR, March, 2026

PERSPECTRA: A Scalable and Configurable Pluralist Benchmark of Perspectives from Arguments.

Shangrui Nie, Kian Omoomi, Lucie Flek, Zhixue Zhao, Charles Welch

CoRR, February, 2026

On the Limitations of Language-targeted Pruning: Investigating the Calibration Language Impact in Multilingual LLM Pruning.

Simon Kurz, Jian-Jia Chen, Lucie Flek, Zhixue Zhao

Trans. Assoc. Comput. Linguistics, 2026

Optimal polynomial decay rate for a damped shear beam model.

Xiao-Fan Zhang, Tian-Cheng Cao, Zhixue Zhao, Zhong-Jie Han

Appl. Math. Lett., 2026

KidsArtBench: Multi-Dimensional Children's Art Evaluation with Attribute-Aware MLLMs.

Mingrui Ye, Chanjin Zheng, Zengyi Yu, Chenyu Xiang, Zhixue Zhao, Zheng Yuan, Helen Yannakoudakis

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

Seeing All Sides: Multi-Perspective In-Context Learning for Subjective NLP.

Benedetta Muscato, Yue Li, Gizem Gezici, Zhixue Zhao, Fosca Giannotti

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

Making Visual Dialogue More Engaging: A New Task, Method, and Metric.

Guanghui Ye, Huan Zhao, Yingxue Gao, Zhixue Zhao, Kehan Wang, Xupeng Zha, Zhihua Jiang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Mitigating Content Effects on Reasoning in Language Models Through Fine-Grained Activation Steering.

Marco Valentino, Geonhee Kim, Dhairya Dalal, Zhixue Zhao, André Freitas

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

CCDE: A Compact and Competitive Dialogue Evaluation Framework via Knowledge Distillation of Large Language Models.

Guanghui Ye, Huan Zhao, Bo Li, Haijiao Chen, Zhixue Zhao, Zhihua Jiang, Keqin Li

IEEE Trans. Comput. Soc. Syst., December, 2025

Position: On the Methodological Pitfalls of Evaluating Base LLMs for Reasoning.

Jason Chan, Zhixue Zhao, Robert J. Gaizauskas

CoRR, November, 2025

Quantifying Edits Decay in Fine-tuned LLMs.

Yinjie Cheng, Paul Youssef, Christin Seifert, Jörg Schlötterer, Zhixue Zhao

CoRR, November, 2025

Global Polynomial Synchronization of Proportional Delay Memristive Competitive Neural Networks With Uncertain Parameters for Image Encryption.

Liqun Zhou, Jiapeng Han, Zhixue Zhao, Quanxin Zhu, Tingwen Huang

IEEE Trans. Syst. Man Cybern. Syst., October, 2025

Can Confidence Estimates Decide When Chain-of-Thought Is Necessary for LLMs?

Samuel Lewis-Lim, Xingwei Tan, Zhixue Zhao, Nikolaos Aletras

CoRR, October, 2025

Disparities in Multilingual LLM-Based Healthcare Q&A.

Ipek Baris Schlicht, Burcu Sayin, Zhixue Zhao, Frederik Labonté, Cesare Barbera, Marco Viviani, Paolo Rosso, Lucie Flek

CoRR, October, 2025

Survey-to-Behavior: Downstream Alignment of Human Values in LLMs via Survey Questions.

Shangrui Nie, Florian Mai, David Kaczér, Charles Welch, Zhixue Zhao, Lucie Flek

CoRR, August, 2025

How Robust is Model Editing after Fine-Tuning? An Empirical Study on Text-to-Image Diffusion Models.

Feng He, Zhenyang Liu, Marco Valentino, Zhixue Zhao

CoRR, June, 2025

Bridging the Gap: In-Context Learning for Modeling Human Disagreement.

Benedetta Muscato, Yue Li, Gizem Gezici, Zhixue Zhao, Fosca Giannotti

CoRR, June, 2025

Tracing and Reversing Rank-One Model Edits.

Paul Youssef, Zhixue Zhao, Christin Seifert, Jörg Schlötterer

CoRR, May, 2025

SCRum-9: Multilingual Stance Classification over Rumours on Social Media.

Yue Li, Jake Vasilakes, Zhixue Zhao, Carolina Scarton

CoRR, May, 2025

Exploring Vision Language Models for Multimodal and Multilingual Stance Detection.

Jake Vasilakes, Carolina Scarton, Zhixue Zhao

CoRR, January, 2025

AI-generated content in cross-domain applications: Research trends, challenges and propositions.

Jianxin Li, Liang Qu, Taotao Cai, Zhixue Zhao, Nur Al Hasan Haldar, Aneesh Krishna, Xiangjie Kong, Flavio Romero Macau, Tanmoy Chakraborty, Aniket Deroy, Binshan Lin, Karen Blackmore, Nasimul Noman, Jingxian Cheng, Ningning Cui, Jianliang Xu

Knowl. Based Syst., 2025

How to Make LLMs Forget: On Reversing In-Context Knowledge Edits.

Paul Youssef, Zhixue Zhao, Jörg Schlötterer, Christin Seifert

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Has this Fact been Edited? Detecting Knowledge Edits in Language Models.

Paul Youssef, Zhixue Zhao, Christin Seifert, Jörg Schlötterer

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Position: Editing Large Language Models Poses Serious Safety Risks.

Paul Youssef, Zhixue Zhao, Daniel Braun, Jörg Schlötterer, Christin Seifert

Proceedings of the Forty-second International Conference on Machine Learning, 2025

RULEBREAKERS: Challenging LLMs at the Crossroads between Formal Logic and Human-like Reasoning.

Jason Chan, Robert J. Gaizauskas, Zhixue Zhao

Proceedings of the Forty-second International Conference on Machine Learning, 2025

ScImage: How good are multimodal large language models at scientific text-to-image generation?

Leixin Zhang, Steffen Eger, Yinjie Cheng, Weihe Zhai, Jonas Belouadi, Fahimeh Moafian, Zhixue Zhao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Revisiting Pruning vs Quantization for Small Language Models.

Zihan Zhou, Simon Kurz, Zhixue Zhao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models.

Yue Li, Zhixue Zhao, Carolina Scarton

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

It's All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs.

Yue Li, Zhixue Zhao, Carolina Scarton

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?

Samuel Lewis-Lim, Xingwei Tan, Zhixue Zhao, Nikolaos Aletras

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in T2I Models.

Feng He, Chao Zhang, Zhixue Zhao

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Do LLMs Provide Consistent Answers to Health-Related Questions Across Languages?

Ipek Baris Schlicht, Zhixue Zhao, Burcu Sayin, Lucie Flek, Paolo Rosso

Proceedings of the Advances in Information Retrieval, 2025

Knowledge Image Matters: Improving Knowledge-Based Visual Reasoning with Multi-Image Large Language Models.

Guanghui Ye, Huan Zhao, Zhixue Zhao, Xupeng Zha, Yang Liu, Zhihua Jiang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Explainable Hallucination through Natural Language Inference Mapping.

Wei-Fan Chen, Zhixue Zhao, Akbar Karimi, Lucie Flek

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Saturated Boundary Feedback Stabilization for a Nonuniform Timoshenko Beam With Disturbances and Uncertainties.

Shen Wang, Zhong-Jie Han, Zhixue Zhao, Xue-Guang Cao

IEEE Trans. Autom. Control., May, 2024

Global Polynomial Stabilization of Impulsive Neural Networks With Bidirectional Proportional Delays.

Liqun Zhou, Zhixue Zhao, Quanxin Zhu, Rui Zhou, Tingwen Huang

IEEE Trans. Netw. Sci. Eng., 2024

Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization.

George Chrysostomou, Zhixue Zhao, Miles Williams, Nikolaos Aletras

Trans. Assoc. Comput. Linguistics, 2024

Implicit Priors Editing in Stable Diffusion via Targeted Token Adjustment.

Feng He, Chao Zhang, Zhixue Zhao

CoRR, 2024

ScImage: How Good Are Multimodal Large Language Models at Scientific Text-to-Image Generation?

Leixin Zhang, Steffen Eger, Yinjie Cheng, Weihe Zhai, Jonas Belouadi, Christoph Leiter, Simone Paolo Ponzetto, Fahimeh Moafian, Zhixue Zhao

CoRR, 2024

Efficient Pruning of Text-to-Image Models: Insights from Pruning Stable Diffusion.

Samarth N. Ramesh, Zhixue Zhao

CoRR, 2024

Rulebreakers Challenge: Revealing a Blind Spot in Large Language Models' Reasoning with Formal Logic.

Jason Chan, Robert J. Gaizauskas, Zhixue Zhao

CoRR, 2024

Can We Reverse In-Context Knowledge Edits?

Paul Youssef, Zhixue Zhao, Jörg Schlötterer, Christin Seifert

CoRR, 2024

Language-specific Calibration for Pruning Multilingual Language Models.

Simon Kurz, Jian-Jia Chen, Lucie Flek, Zhixue Zhao

CoRR, 2024

Detecting Edited Knowledge in Language Models.

Paul Youssef, Zhixue Zhao, Jörg Schlötterer, Christin Seifert

CoRR, 2024

ReAGent: A Model-agnostic Feature Attribution Method for Generative Language Models.

Zhixue Zhao, Boxuan Shan

CoRR, 2024

Optimal decay rate for a Rayleigh beam-string coupled system with frictional damping.

Zhixue Zhao, Yu-Hang Su, Zhong-Jie Han

Appl. Math. Lett., 2024

Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models.

Zhixue Zhao, Nikolaos Aletras

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

ExU: AI Models for Examining Multilingual Disinformation Narratives and Understanding their Spread.

Jake Vasilakes, Zhixue Zhao, Michal Gregor, Ivan Vykopal, Martin Hyben, Carolina Scarton

Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 2), 2024

2023

Delay-dependent passivity of impulsive coupled reaction-diffusion neural networks with multi-proportional delays.

Liqun Zhou, Zhixue Zhao

Commun. Nonlinear Sci. Numer. Simul., November, 2023

Lighter, yet More Faithful: Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization.

George Chrysostomou, Zhixue Zhao, Miles Williams, Nikolaos Aletras

CoRR, 2023

Incorporating Attribution Importance for Improving Faithfulness Metrics.

Zhixue Zhao, Nikolaos Aletras

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Utilizing subjectivity level to mitigate identity term bias in toxic comments classification.

Zhixue Zhao, Ziqi Zhang, Frank Hopfgartner

Online Soc. Networks Media, 2022

On the Impact of Temporal Concept Drift on Model Explanations.

Zhixue Zhao, George Chrysostomou, Kalina Bontcheva, Nikolaos Aletras

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

2021

Boundary Control and Observation to Inverse Coefficient Problem for Heat Equation With Unknown Source and Initial Value.

Zhixue Zhao, Bao-Zhu Guo, Zhong-Jie Han

IEEE Trans. Autom. Control., 2021

Anti-disturbance stabilization for a hybrid system of non-uniform elastic string.

Shen Wang, Zhong-Jie Han, Zhixue Zhao

J. Frankl. Inst., 2021

SS-BERT: Mitigating Identity Terms Bias in Toxic Comment Classification by Utilising the Notion of "Subjectivity" and "Identity Terms".

Zhixue Zhao, Ziqi Zhang, Frank Hopfgartner

CoRR, 2021

A Comparative Study of Using Pre-trained Language Models for Toxic Comment Classification.

Zhixue Zhao, Ziqi Zhang, Frank Hopfgartner

Proceedings of the Companion of The Web Conference 2021, 2021

2020

Asymptotic Stability and Polynomial Stability of Impulsive Cohen-Grossberg Neural Networks with Multi-proportional Delays.

Liqun Zhou, Zhixue Zhao

Neural Process. Lett., 2020

Exponential synchronization and polynomial synchronization of recurrent neural networks with and without proportional delays.

Liqun Zhou, Zhixue Zhao

Neurocomputing, 2020

2018

Simultaneous identification of damping coefficient and initial value for PDEs from boundary measurement.

Zhixue Zhao, Mapundi K. Banda, Bao-Zhu Guo

Int. J. Control, 2018

2016

Boundary control method to identification of elastic modulus of string equation from Neumann-Dirichlet map.

Zhixue Zhao, Bao-Zhu Guo

J. Syst. Sci. Complex., 2016

2012

An algorithm for determination of age-specific fertility rate from initial age structure and total population.

Zhixue Zhao, Bao-Zhu Guo

J. Syst. Sci. Complex., 2012