---
title: "Muhao Chen — all works — Elamur Research"
description: "All 43 works of Muhao Chen in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/muhao-chen/works/"
---
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# Muhao Chen — all works

43 works · [← Muhao Chen](https://md.research.elamur.ai/free/en/authors/muhao-chen/)

1. **[Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment ↗](https://doi.org/10.24963/ijcai.2017/209) International Joint Conference on Artificial Intelligence · no summary yet**Muhao Chen et al.*2017 · 606 citations*
2. **[Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks ↗](https://doi.org/10.1609/aaai.v35i5.16604) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Cunchao Zhu et al.*2021 · 388 citations*
3. **[Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation ↗](https://doi.org/10.1609/aaai.v34i01.5354) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zequn Sun et al.*2020 · 372 citations*
4. [**AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models arXiv:2310.04451**Xiaogeng Liu, Nan Xu, Muhao Chen, et al.*2023 · 350 citations*](https://md.research.elamur.ai/free/en/papers/liu-2023-autodan-generating-stealthy-jailbreak-prompts/)
5. **[Multi-view Knowledge Graph Embedding for Entity Alignment ↗](https://doi.org/10.24963/ijcai.2019/754) International Joint Conference on Artificial Intelligence · no summary yet**Qinghe Zhang et al.*2019 · 285 citations*
6. **[Joint Constrained Learning for Event-Event Relation Extraction ↗](https://aclanthology.org/2020.emnlp-main.51/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Haoyu Wang et al.*2020 · 172 citations*
7. **[Visual Pivoting for (Unsupervised) Entity Alignment ↗](https://doi.org/10.1609/aaai.v35i5.16550) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Fangyu Liu et al.*2021 · 157 citations*
8. **[Context-faithful Prompting for Large Language Models](https://md.research.elamur.ai/free/en/papers/zhou-2023-context-faithful-prompting-large-language/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Wenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.*2023 · 148 citations*
9. **[Examining Gender Bias in Languages with Grammatical Gender ↗](https://aclanthology.org/D19-1531/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Pei Zhou et al.*2019 · 127 citations*
10. **[An Improved Baseline for Sentence-level Relation Extraction](https://md.research.elamur.ai/free/en/papers/zhou-2022-improved-baseline-sentence-level-relation/) [Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)](https://md.research.elamur.ai/free/en/venues/aacl/)**Wenxuan Zhou, Muhao Chen*2022 · 124 citations*
11. [**UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition arXiv:2308.03279**Wenxuan Zhou, Sheng Zhang, Yu Gu, et al.*2023 · 120 citations*](https://md.research.elamur.ai/free/en/papers/zhou-2023-universalner-targeted-distillation-large-language/)
12. **[Knowledge Association with Hyperbolic Knowledge Graph Embeddings ↗](https://aclanthology.org/2020.emnlp-main.460/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Zequn Sun et al.*2020 · 93 citations*
13. **[Contrastive Out-of-Distribution Detection for Pretrained Transformers ↗](https://aclanthology.org/2021.emnlp-main.84/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Wenxuan Zhou, Fangyu Liu, Muhao Chen*2021 · 87 citations*
14. **[Are Large Language Models Capable of Generating Human-Level Narratives?](https://md.research.elamur.ai/free/en/papers/tian-2024-are-large-language-models-capable/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yufei Tian, Tenghao Huang, Miri Liu, et al.*2024 · 67 citations*
15. **[Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation ↗](https://doi.org/10.1038/s41467-025-58344-x) arXiv:2403.08002 · Nature Communications volume 16, Article number: 3108 (2025) · no summary yet**Juan Manuel Zambrano Chaves et al.*2024 · 57 citations*
16. **[Analogous Process Structure Induction for Sub-event Sequence Prediction ↗](https://aclanthology.org/2020.emnlp-main.119/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Hongming Zhang et al.*2020 · 56 citations*
17. **[What Are You Trying to Do? Semantic Typing of Event Processes ↗](https://aclanthology.org/2020.conll-1.43/) Proceedings of the 24th Conference on Computational Natural Language Learning · no summary yet**Muhao Chen et al.*2020 · 51 citations*
18. **[mDPO: Conditional Preference Optimization for Multimodal Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2024-mdpo-conditional-preference-optimization-multimodal/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Fei Wang, Wenxuan Zhou, James Y. Huang, et al.*2024 · 50 citations*
19. **[Cross-lingual Entity Alignment with Incidental Supervision ↗](https://aclanthology.org/2021.eacl-main.53/) Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yet**Muhao Chen et al.*2021 · 49 citations*
20. **[MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ↗](https://arxiv.org/abs/2406.09411) arXiv (Cornell University) · no summary yet**Fei Wang et al.*2024 · 48 citations*
21. **[Event-Centric Natural Language Processing ↗](https://aclanthology.org/2021.acl-tutorials.2/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Tutorial Abstracts · no summary yet**Muhao Chen et al.*2021 · 41 citations*
22. **[Retrofitting Contextualized Word Embeddings with Paraphrases ↗](https://aclanthology.org/D19-1113/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Weijia Shi et al.*2019 · 30 citations*
23. **[Learning Constraints and Descriptive Segmentation for Subevent Detection ↗](https://aclanthology.org/2021.emnlp-main.423/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Haoyu Wang et al.*2021 · 27 citations*
24. **[Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction ↗](https://aclanthology.org/2023.eacl-main.39/) Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yet**Haoyu Wang et al.*2023 · 25 citations*
25. **[Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? ↗](https://aclanthology.org/2024.naacl-long.424/) 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 yet**Bangzheng Li et al.*2024 · 22 citations*
26. **[AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection](https://md.research.elamur.ai/free/en/papers/luo-2025-agrail-lifelong-agent-guardrail-effective/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Weidi Luo, Shenghong Dai, Xiaogeng Liu, et al.*2025 · 20 citations*
27. **[Offset Unlearning for Large Language Models ↗](https://arxiv.org/abs/2404.11045) arXiv (Cornell University) · no summary yet**James Y. Huang et al.*2024 · 17 citations*
28. **[Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing ↗](https://aclanthology.org/2025.findings-naacl.116/) Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yet**Hadi Askari et al.*2025 · 9 citations*
29. **[Monotonic Paraphrasing Improves Generalization of Language Model Prompting ↗](https://aclanthology.org/2024.findings-emnlp.576/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Qin Liu et al.*2024 · 9 citations*
30. **[Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ↗](https://aclanthology.org/2023.acl-long.739/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Wenxuan Zhou et al.*2023 · 9 citations*
31. **[New Frontiers of Information Extraction ↗](https://aclanthology.org/2022.naacl-tutorials.3/) Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Tutorial Abstracts · no summary yet**Muhao Chen et al.*2022 · 8 citations*
32. **[MetaScale: Test-Time Scaling with Evolving Meta-Thoughts](https://md.research.elamur.ai/free/en/papers/liu-2026-metascale-test-time-scaling-evolving/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Qin Liu, Wenxuan Zhou, Nan Xu, et al.*2026 · 7 citations*
33. **[Indirectly Supervised Natural Language Processing ↗](https://aclanthology.org/2023.acl-tutorials.5/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 6: Tutorial Abstracts) · no summary yet**Wenpeng Yin et al.*2023 · 7 citations*
34. **[FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation ↗](https://arxiv.org/abs/2406.11243) arXiv (Cornell University) · no summary yet**Bangzheng Li et al.*2024 · 6 citations*
35. **[False Sense of Security: Why Probing-based Malicious Input Detection Fails to Generalize](https://md.research.elamur.ai/free/en/papers/wang-2026-false-sense-security-why-probing/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Cheng Wang, Zeming Wei, Qin Liu, et al.*2026 · 5 citations*
36. **[Transfer Learning via Representation Learning ↗](https://doi.org/10.1007/978-3-031-11748-0_10) Adaptation, learning, and optimization · no summary yet**Mohammad Ghomi Rostami et al.*2022 · 5 citations*
37. **[From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning ↗](https://aclanthology.org/2025.naacl-long.170/) Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Nan Xu et al.*2025 · 3 citations*
38. **[RedCoder: Automated Multi-Turn Red Teaming for Code LLMs](https://md.research.elamur.ai/free/en/papers/mo-2026-redcoder-automated-multi-turn-red/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wenjie Jacky Mo, Qin Liu, Xiaofei Wen, et al.*2026 · 2 citations*
39. **[Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes ↗](https://aclanthology.org/2023.emnlp-main.246/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Haoyu Wang et al.*2023 · 2 citations*
40. **[Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage Reweighting](https://md.research.elamur.ai/free/en/papers/wang-2026-taming-extreme-tokens-covariance-aware/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Cheng Wang, Qin Liu, Wenxuan Zhou, et al.*2026*
41. **[Video Models Can Reason with Verifiable Rewards ↗](https://arxiv.org/abs/2605.15458) arXiv (Cornell University) · no summary yet**Tinghui Zhu et al.*2026*
42. **[ArenaBencher: Automatic Benchmark Evolution via Multi-Model Competitive Evaluation ↗](https://arxiv.org/abs/2510.08569) arXiv (Cornell University) · no summary yet**Qin Liu et al.*2025*
43. **[Are All Steps Equally Important? Benchmarking Essentiality Detection of Events ↗](https://arxiv.org/abs/2210.04074) arXiv (Cornell University) · no summary yet**Haoyu Wang et al.*2022*