🧑‍🔬 Muhao Chen — all works

43 works · ← Muhao Chen

1. Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment ↗International Joint Conference on Artificial Intelligence · no summary yetMuhao Chen et al.2017 · 606 citations
2. Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetCunchao Zhu et al.2021 · 388 citations
3. Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZequn Sun et al.2020 · 372 citations
4. AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language ModelsarXiv:2310.04451Xiaogeng Liu, Nan Xu, Muhao Chen, et al.2023 · 350 citations
5. Multi-view Knowledge Graph Embedding for Entity Alignment ↗International Joint Conference on Artificial Intelligence · no summary yetQinghe Zhang et al.2019 · 285 citations
6. Joint Constrained Learning for Event-Event Relation Extraction ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetHaoyu Wang et al.2020 · 172 citations
7. Visual Pivoting for (Unsupervised) Entity Alignment ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetFangyu Liu et al.2021 · 157 citations
8. Context-faithful Prompting for Large Language ModelsFindings of the Association for Computational LinguisticsWenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.2023 · 148 citations
9. Examining Gender Bias in Languages with Grammatical Gender ↗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 yetPei Zhou et al.2019 · 127 citations
10. An Improved Baseline for Sentence-level Relation ExtractionConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Wenxuan Zhou, Muhao Chen2022 · 124 citations
11. UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition ↗arXiv:2308.03279 · no summary yetWenxuan Zhou et al.2023 · 120 citations
12. Knowledge Association with Hyperbolic Knowledge Graph Embeddings ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetZequn Sun et al.2020 · 93 citations
13. Contrastive Out-of-Distribution Detection for Pretrained Transformers ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetWenxuan Zhou, Fangyu Liu, Muhao Chen2021 · 87 citations
14. Are Large Language Models Capable of Generating Human-Level Narratives?Conference on Empirical Methods in Natural Language Processing (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 ↗arXiv:2403.08002 · Nature Communications volume 16, Article number: 3108 (2025) · no summary yetJuan Manuel Zambrano Chaves et al.2024 · 57 citations
16. Analogous Process Structure Induction for Sub-event Sequence Prediction ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetHongming Zhang et al.2020 · 56 citations
17. What Are You Trying to Do? Semantic Typing of Event Processes ↗Proceedings of the 24th Conference on Computational Natural Language Learning · no summary yetMuhao Chen et al.2020 · 51 citations
18. mDPO: Conditional Preference Optimization for Multimodal Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Fei Wang, Wenxuan Zhou, James Y. Huang, et al.2024 · 50 citations
19. Cross-lingual Entity Alignment with Incidental Supervision ↗Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yetMuhao Chen et al.2021 · 49 citations
20. MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ↗arXiv (Cornell University) · no summary yetFei Wang et al.2024 · 48 citations
21. Event-Centric Natural Language Processing ↗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 yetMuhao Chen et al.2021 · 41 citations
22. Retrofitting Contextualized Word Embeddings with Paraphrases ↗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 yetWeijia Shi et al.2019 · 30 citations
23. Learning Constraints and Descriptive Segmentation for Subevent Detection ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetHaoyu Wang et al.2021 · 27 citations
24. Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction ↗Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yetHaoyu Wang et al.2023 · 25 citations
25. Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? ↗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 yetBangzheng Li et al.2024 · 22 citations
26. AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Weidi Luo, Shenghong Dai, Xiaogeng Liu, et al.2025 · 20 citations
27. Offset Unlearning for Large Language Models ↗arXiv (Cornell University) · no summary yetJames Y. Huang et al.2024 · 17 citations
28. Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetHadi Askari et al.2025 · 9 citations
29. Monotonic Paraphrasing Improves Generalization of Language Model Prompting ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetQin Liu et al.2024 · 9 citations
30. Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetWenxuan Zhou et al.2023 · 9 citations
31. New Frontiers of Information Extraction ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Tutorial Abstracts · no summary yetMuhao Chen et al.2022 · 8 citations
32. MetaScale: Test-Time Scaling with Evolving Meta-ThoughtsFindings of the Association for Computational LinguisticsQin Liu, Wenxuan Zhou, Nan Xu, et al.2026 · 7 citations
33. Indirectly Supervised Natural Language Processing ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 6: Tutorial Abstracts) · no summary yetWenpeng Yin et al.2023 · 7 citations
34. FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation ↗arXiv (Cornell University) · no summary yetBangzheng Li et al.2024 · 6 citations
35. False Sense of Security: Why Probing-based Malicious Input Detection Fails to GeneralizeFindings of the Association for Computational LinguisticsCheng Wang, Zeming Wei, Qin Liu, et al.2026 · 5 citations
36. Transfer Learning via Representation Learning ↗Adaptation, learning, and optimization · no summary yetMohammad Ghomi Rostami et al.2022 · 5 citations
37. From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning ↗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 yetNan Xu et al.2025 · 3 citations
38. RedCoder: Automated Multi-Turn Red Teaming for Code LLMsAnnual Meeting of the Association for Computational Linguistics (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 ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetHaoyu Wang et al.2023 · 2 citations
40. Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage ReweightingAnnual Meeting of the Association for Computational Linguistics (ACL)Cheng Wang, Qin Liu, Wenxuan Zhou, et al.2026
41. Video Models Can Reason with Verifiable Rewards ↗arXiv (Cornell University) · no summary yetTinghui Zhu et al.2026
42. ArenaBencher: Automatic Benchmark Evolution via Multi-Model Competitive Evaluation ↗arXiv (Cornell University) · no summary yetQin Liu et al.2025
43. Are All Steps Equally Important? Benchmarking Essentiality Detection of Events ↗arXiv (Cornell University) · no summary yetHaoyu Wang et al.2022

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