Yichen Wang
Yichen Wang has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Bias, fairness & safety, Vision & language; often with Akihiro Tamura, Chao Shen, Chengzhengxu Li.
OpenAlex · ORCID · h-index 12 · 87 works · 631 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 82 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #8233
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 workHealth Information Management · 1 workHealth Professions · 1 work
🧭 Topics 3Research subjects and languages the work is about.Bias, fairness & safety · 1 workLanguage models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Jailbreak Large Vision-Language Models Through Multi-Modal Linkage (2025 · 20 citations)
This ACL 2025 paper studies why structure-based jailbreaks of large vision-language models (VLMs) succeed on open models such as LLaVA or MiniGPT-4 but largely fail on frontier systems like GPT-4o. - Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better (2024 · 16 citations)
The paper tackles detection of machine-generated text (MGT) and addresses three weaknesses of DetectGPT. Its random perturbations can inject noise. It reduces perturbation to a single probability-difference score. Its threshold-based logit regression generalizes poorly and fails on single or small-batch inputs. The… - Interpretable ICD Code Classification with Faithful Sentence Extraction (2026)
Transformer models such as PLM-CA lead automatic ICD coding of discharge summaries, but their attention weights are not reliable explanations.
All works
- Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems ↗arXiv:1904.04381 · no summary yetJiaxuan You et al.2019 · 127 citations
- SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetAbe Hou et al.2024 · 77 citations
- Jailbreak Large Vision-Language Models Through Multi-Modal LinkageAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Wang, Xiaofei Zhou, Yichen Wang, et al.2025 · 20 citations
- Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be BetterAnnual Meeting of the Association for Computational Linguistics (ACL)Shengchao Liu, Xiaoming Liu, Yichen Wang, et al.2024 · 16 citations
- Improving Pacing in Long-Form Story Planning ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetYichen Wang et al.2023 · 12 citations
- Interpretable ICD Code Classification with Faithful Sentence ExtractionBioNLPYichen Wang, Lian Hong, Masato Mizogaki, et al.2026
Co-authors here
- Akihiro Tamura
- Chao Shen
- Chengzhengxu Li
- Geyuan Zhang
- Tianxing He
- Xiaofei Zhou
- Xiaoming Liu
- Yu Wang
- Zhaohan Zhang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2025, ACL 2024
- BioNLP: BioNLP 2026
- Findings of the Association for Computational Linguistics: EMNLP 2023
- Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
Cited by
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