Mingyang Wang

According to our database, Mingyang Wang authored at least 28 papers between 2023 and 2026.

Collaborative distances:

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

2026

ChunkFT: Byte-Streamed Optimization for Memory-Efficient Full Fine-Tuning.

Yongkang Liu, Zijing Wang, Mengjie Zhao, Ercong Nie, Mingyang Wang, Qian Li, Feiliang Ren, Shi Feng, Daling Wang, Hinrich Schütze

CoRR, May, 2026

DiM\textsuperscript{3}: Bridging Multilingual and Multimodal Models via Direction- and Magnitude-Aware Merging.

Zijing Wang, Mingyang Wang, Ercong Nie, Yongkang Liu, Shi Feng, Mengjie Zhao, Daling Wang, Xiaocui Yang, Hinrich Schütze

CoRR, May, 2026

The Anatomy of an Edit: Mechanism-Guided Activation Steering for Knowledge Editing.

Yuan Cao, Mingyang Wang, Hinrich Schütze

CoRR, March, 2026

PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs.

Zijing Wang, Yongkang Liu, Mingyang Wang, Ercong Nie, Deyuan Chen, Zhengjie Zhao, Shi Feng, Daling Wang, Xiaocui Yang, Yifei Zhang, Hinrich Schütze

CoRR, January, 2026

SAD: A Large-Scale Strategic Argumentative Dialogue Dataset.

Yongkang Liu, Jiayang Yu, Mingyang Wang, Yiqun Zhang, Ercong Nie, Shi Feng, Daling Wang, Kaisong Song, Hinrich Schütze

CoRR, January, 2026

Locate, steer, and improve: A practical survey of actionable mechanistic interpretability in large language models.

Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong

Comput. Sci. Rev., 2026

2025

On the Entity-Level Alignment in Crosslingual Consistency.

Yihong Liu, Mingyang Wang, François Yvon, Hinrich Schütze

CoRR, October, 2025

BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods.

Philipp Mondorf, Mingyang Wang, Sebastian Gerstner, Ahmad Dawar Hakimi, Yihong Liu, Leonor Veloso, Shijia Zhou, Hinrich Schütze, Barbara Plank

CoRR, October, 2025

Refusal Direction is Universal Across Safety-Aligned Languages.

Xinpeng Wang, Mingyang Wang, Yihong Liu, Hinrich Schütze, Barbara Plank

CoRR, May, 2025

Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability.

Qianli Wang, Mingyang Wang, Nils Feldhus, Simon Ostermann, Yuan Cao, Hinrich Schütze, Sebastian Möller, Vera Schmitt

CoRR, May, 2025

Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion.

Mingyang Wang, Alisa Stoll, Lukas Lange, Heike Adel, Hinrich Schütze, Jannik Strötgen

CoRR, February, 2025

Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes.

Mingyang Wang, Lukas Lange, Heike Adel, Yunpu Ma, Jannik Strötgen, Hinrich Schütze

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

Tracing Multilingual Factual Knowledge Acquisition in Pretraining.

Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, Barbara Plank, François Yvon, Hinrich Schütze

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

On Relation-Specific Neurons in Large Language Models.

Yihong Liu, Runsheng Chen, Lea Hirlimann, Ahmad Dawar Hakimi, Mingyang Wang, Amir Hossein Kargaran, Sascha Rothe, François Yvon, Hinrich Schütze

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

How Transliterations Improve Crosslingual Alignment.

Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob Imani, Orgest Xhelili, Haotian Ye, Chunlan Ma, François Yvon, Hinrich Schütze

Proceedings of the 31st International Conference on Computational Linguistics, 2025

BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning.

Ercong Nie, Bo Shao, Mingyang Wang, Zifeng Ding, Helmut Schmid, Hinrich Schütze

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

Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models.

Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schütze

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

LangSAMP: Language-Script Aware Multilingual Pretraining.

Yihong Liu, Haotian Ye, Chunlan Ma, Mingyang Wang, Hinrich Schütze

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

2024

Learn it or Leave it: Module Composition and Pruning for Continual Learning.

Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze

CoRR, 2024

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness.

Miaoran Zhang, Mingyang Wang, Jesujoba Alabi, Dietrich Klakow

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Rehearsal-Free Modular and Compositional Continual Learning for Language Models.

Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining.

Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization.

Mingyang Wang, Lukas Lange, Heike Adel, Jannik Strötgen, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Uncertainty-based Forgetting Mitigation for Generalized Few-Shot Object Detection.

Karim Guirguis, George Eskandar, Mingyang Wang, Matthias Kayser, Eduardo Monari, Bin Yang, Jürgen Beyerer

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

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis.

Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis.

Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

GradSim: Gradient-Based Language Grouping for Effective Multilingual Training.

Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning.

Mingyang Wang, Zhenshan Bing, Xiangtong Yao, Shuai Wang, Kai Huang, Hang Su, Chenguang Yang, Alois Knoll

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023