Xiuying Chen
Xiuying Chen has 9 papers in our library, in 2023–2026, most of them on Language models & pretraining, Bias, fairness & safety, Question answering; often with Xiangliang Zhang, Juntian Zhang, Lang Gao.
OpenAlex · h-index 0 · 8 works · 0 citations OpenAlex, 2026-10-14
📄 9 works in our library · 🔗 Cited 322 times in our library · ⭐ Paper Stars ranking: #4148
Affiliations
Fields, topics and concepts
📚 Shelves 15The field of science this work belongs to (OpenAlex fields).Computer Science · 8 worksArts and Humanities · 6 worksArtificial Intelligence · 7 worksLanguage and Linguistics · 6 worksInformation Systems · 2 worksPhysics and Astronomy · 2 worksSocial Sciences · 2 worksSociology and Political Science · 2 worksStatistical and Nonlinear Physics · 2 worksComputer Vision and Pattern Recognition · 2 worksMaterials Science · 1 workCommunication · 1 workMedicine · 1 workMaterials Chemistry · 1 workHealth Informatics · 1 work
🧭 Topics 9Research subjects and languages the work is about.Language models & pretraining · 4 worksInformation retrieval & search · 1 workText generation · 1 workBias, fairness & safety · 2 worksQuestion answering · 1 workMultilingual & cross-lingual NLP · 1 workReasoning · 1 workEvaluation & benchmarks · 1 workSpeech & spoken language · 1 work
Works by year
2020s
Papers
- Large Language Model based Multi-Agents: A Survey of Progress and Challenges (2024 · 288 citations)
This survey organizes the fast-growing but fragmented research on multi-agent systems built from large language models (LLM-MA). - Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory (2023 · 76 citations)
Retrieval-augmented generators condition on examples pulled from a fixed corpus, usually the training set, so the quality of their memory is capped by what that corpus contains. - Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models (2025 · 19 citations)
The paper asks how jailbreak prompts get past an LLM's safety alignment. Earlier interpretability studies disagreed on which layers matter and on how malicious activations evolve. The authors argue those conflicts come from small samples, often around 100 prompts. They analyze last-token activations for more than… - ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering (2024 · 19 citations)
Chemistry has lacked QA benchmarks built from real research. Existing chemical sets such as KGQA rely on templates over a knowledge graph and mostly test basic concepts. The authors address this gap with ScholarChemQA. They mined chemistry papers whose titles are phrased as questions and treated each abstract as the… - Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks (2025 · 13 citations)
Classic opinion-dynamics models such as the Friedkin-Johnsen (FJ) model and the Bounded Confidence Model (BCM) represent people's views as plain numbers. - The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents (2025 · 13 citations)
Most misinformation research treats fake news as something already present in a network and studies how it spreads or how to detect it. - CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning (2026 · 5 citations)
Large language models handle math and commonsense reasoning reasonably well in English, but they often fail at medical reasoning in other languages. - Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language Models (2026 · 3 citations)
Large Audio-Language Models (LAMs) can be pushed into producing harmful content, yet their safety has rarely been measured systematically. - GlossaGen: Making Academic Translation Smarter with Glossing (2026)
Non-native readers of English scientific papers need help with comprehension, but they also need to learn the field's vocabulary.
Co-authors here
- Xiangliang Zhang ×3
- Juntian Zhang ×2
- Lang Gao ×2
- Rui Yan ×2
- Taicheng Guo ×2
- Yuhan Liu ×2
- Zirui Song ×2
- Akash Ghosh
- Chirag Agarwal
- Dongyan Zhao
- Duzhen Zhang
- Haolun Wu
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×3: ACL 2026 ×2, ACL 2025
- International Conference on Computational Linguistics (COLING): COLING 2025
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2023
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