---
title: "Peiying Yu — all works — Elamur Research"
description: "All 31 works of Peiying Yu 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/peiying-yu/works/"
---
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# Peiying Yu — all works

31 works · [← Peiying Yu](https://md.research.elamur.ai/free/en/authors/peiying-yu/)

1. **[Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics ↗](https://doi.org/10.1109/cvpr.2019.00937) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yunbo Wang et al.*2019 · 483 citations*
2. **[User Preference-aware Fake News Detection ↗](https://doi.org/10.1145/3404835.3462990) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Yingtong Dou et al.*2021 · 292 citations*
3. **[COSNET ↗](https://doi.org/10.1145/2783258.2783268) ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yet**Yutao Zhang et al.*2015 · 283 citations*
4. **[Spatiotemporal Pyramid Network for Video Action Recognition ↗](https://doi.org/10.1109/cvpr.2017.226) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yunbo Wang et al.*2017 · 277 citations*
5. **[Spectral clustering for multi-type relational data ↗](https://doi.org/10.1145/1143844.1143918) International Conference on Machine Learning · no summary yet**Bo Long et al.*2006 · 253 citations*
6. **[Generative Dual Adversarial Network for Generalized Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.00089) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**He Huang et al.*2019 · 248 citations*
7. **[Transfer Sparse Coding for Robust Image Representation ↗](https://doi.org/10.1109/cvpr.2013.59) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Mingsheng Long et al.*2013 · 190 citations*
8. **[A Survey of AI-Generated Content (AIGC) ↗](https://doi.org/10.1145/3704262) ACM Computing Surveys · no summary yet**Yihan Cao et al.*2024 · 187 citations*
9. **[DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System ↗](https://doi.org/10.1609/aaai.v33i01.330161) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zhi‐Hong Deng et al.*2019 · 184 citations*
10. **[Adversarial Attacks and Defenses in Deep Learning: From a Perspective of Cybersecurity ↗](https://doi.org/10.1145/3547330) ACM Computing Surveys · no summary yet**Shuai Zhou et al.*2022 · 156 citations*
11. **[Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks ↗](https://aclanthology.org/2020.coling-main.305/) Proceedings of the 28th International Conference on Computational Linguistics · no summary yet**Lichao Sun et al.*2020 · 156 citations*
12. **[SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction ↗](https://aclanthology.org/2020.emnlp-main.299/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Xuming Hu et al.*2020 · 121 citations*
13. **[Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference ↗](https://aclanthology.org/2020.emnlp-main.411/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Jianguo Zhang et al.*2020 · 112 citations*
14. **[Multi-grained Named Entity Recognition ↗](https://aclanthology.org/P19-1138/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Congying Xia et al.*2019 · 112 citations*
15. **[LLM Agents for Education: Advances and Applications ↗](https://aclanthology.org/2025.findings-emnlp.743/) Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yet**Zhendong Chu et al.*2025 · 110 citations*
16. **[Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning ↗](https://aclanthology.org/2021.emnlp-main.144/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jianguo Zhang et al.*2021 · 103 citations*
17. **[HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization ↗](https://aclanthology.org/2021.naacl-main.260/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Zhongfen Deng et al.*2021 · 87 citations*
18. **[Semi-supervised Relation Extraction via Incremental Meta Self-Training ↗](https://aclanthology.org/2021.findings-emnlp.44/) Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yet**Xuming Hu et al.*2021 · 83 citations*
19. **[Large Language Models in Law: A Survey ↗](https://arxiv.org/abs/2312.03718) arXiv:2312.03718 · no summary yet**Jinqi Lai et al.*2023 · 80 citations*
20. **[Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers ↗](https://arxiv.org/abs/2404.04925) arXiv:2404.04925 · no summary yet**Libo Qin et al.*2024 · 75 citations*
21. **[Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs ↗](https://doi.org/10.1609/aaai.v35i5.16563) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Li Sun et al.*2021 · 52 citations*
22. **[Unsupervised Feature Selection on Networks: A Generative View ↗](https://doi.org/10.1609/aaai.v30i1.10309) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Xiaokai Wei, Bokai Cao, Philip S. Yu*2016 · 52 citations*
23. **[Composed Variational Natural Language Generation for Few-shot Intents ↗](https://aclanthology.org/2020.findings-emnlp.303/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Congying Xia et al.*2020 · 43 citations*
24. **[Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning](https://md.research.elamur.ai/free/en/papers/yu-2025-table-critic-multi-agent-framework/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Peiying Yu, Guoxin Chen, Jingjing Wang*2025 · 25 citations*
25. **[Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning ↗](https://aclanthology.org/2026.findings-acl.1228/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Yibo Yan et al.*2026 · 23 citations*
26. **[Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation ↗](https://aclanthology.org/2021.eacl-main.105/) Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yet**Ye Liu et al.*2021 · 22 citations*
27. **[Enriching Non-Autoregressive Transformer with Syntactic and SemanticStructures for Neural Machine Translation ↗](https://arxiv.org/abs/2101.08942) arXiv:2101.08942 · no summary yet**Ye Liu et al.*2021 · 7 citations*
28. **[ProvBench: A Benchmark of Legal Provision Recommendation for Contract Auto-Reviewing ↗](https://aclanthology.org/2025.acl-long.312/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xiuxuan Shen et al.*2025 · 5 citations*
29. **[Multi-View Incongruity Learning for Multimodal Sarcasm Detection ↗](https://aclanthology.org/2025.coling-main.119/) Proceedings of the 31st International Conference on Computational Linguistics · no summary yet**Diandian Guo et al.*2025 · 3 citations*
30. **[UniCreative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/wei-2026-unicreative-unifying-long-form-logic/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Xiaolong Wei, Zerun Zhu, Simin Niu, et al.*2026 · 1 citation*
31. **[LLM-MemCluster: Empowering Large Language Models with Dynamic Memory for Text Clustering ↗](https://aclanthology.org/2026.knowfm-1.7/) Proceedings of the 4th Workshop on Towards Knowledgeable Foundation Models (KnowFM 2026) · no summary yet**Yuanjie Zhu et al.*2026*