---
title: "Philip S. Yu — all works — Elamur Research"
description: "All 43 works of Philip S. 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/philip-s-yu/works/"
---
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# Philip S. Yu — all works

43 works · [← Philip S. Yu](https://md.research.elamur.ai/free/en/authors/philip-s-yu/)

1. **[A Comprehensive Survey on Graph Neural Networks](https://md.research.elamur.ai/free/en/papers/wu-2019-comprehensive-survey-graph-neural-networks/) [IEEE Transactions on Neural Networks and Learning Systems](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-neural-networks-and-learning-systems/)**Zonghan Wu, Shirui Pan, Fengwen Chen, et al.*2019 · 10,312 citations*
2. [**BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis arXiv:1904.02232**Hu Xu, Bing Liu, Lei Shu, et al.*2019 · 547 citations*](https://md.research.elamur.ai/free/en/papers/xu-2019-bert-post-training-review-reading/)
3. **[Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction](https://md.research.elamur.ai/free/en/papers/xu-2018-double-embeddings-cnn-based-sequence/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hu Xu, Bing Liu, Lei Shu, et al.*2018 · 499 citations*
4. **[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*
5. **[Joint Slot Filling and Intent Detection via Capsule Neural Networks](https://md.research.elamur.ai/free/en/papers/zhang-2019-joint-slot-filling-intent-detection/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chenwei Zhang, Yaliang Li, Nan Du, et al.*2019 · 315 citations*
6. **[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*
7. **[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*
8. **[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*
9. **[Zero-shot User Intent Detection via Capsule Neural Networks](https://md.research.elamur.ai/free/en/papers/xia-2018-zero-shot-user-intent-detection/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Congying Xia, Chenwei Zhang, Xiaohui Yan, et al.*2018 · 263 citations*
10. **[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*
11. **[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*
12. **[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*
13. **[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*
14. **[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*
15. **[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*
16. **[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*
17. [**A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability arXiv:2303.13547**Aiwei Liu, Xuming Hu, Lijie Wen, et al.*2023 · 127 citations*](https://md.research.elamur.ai/free/en/papers/liu-2023-comprehensive-evaluation-chatgpt-s-zero/)
18. **[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*
19. **[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*
20. **[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*
21. **[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*
22. **[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*
23. **[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*
24. **[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*
25. [**Large Language Models in Law: A Survey arXiv:2312.03718**Jinqi Lai, Wensheng Gan, Jiayang Wu, et al.*2023 · 80 citations*](https://md.research.elamur.ai/free/en/papers/lai-2023-large-language-models-law-survey/)
26. **[Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking](https://md.research.elamur.ai/free/en/papers/zhang-2020-find-or-classify-dual-strategy/) [Joint Conference on Lexical and Computational Semantics (*SEM)](https://md.research.elamur.ai/free/en/venues/starsem/)**Jianguo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, et al.*2020 · 79 citations*
27. [**Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers arXiv:2404.04925**Libo Qin, Qiguang Chen, Yuhang Zhou, et al.*2024 · 75 citations*](https://md.research.elamur.ai/free/en/papers/qin-2024-multilingual-large-language-model-survey/)
28. **[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*
29. **[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*
30. **[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*
31. **[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*
32. **[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*
33. **[Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training](https://md.research.elamur.ai/free/en/papers/wan-2018-improved-dynamic-memory-network-dialogue/) [IEEE International Conference on Big Data (BigData)](https://md.research.elamur.ai/free/en/venues/ieee-international-conference-on-big-data-bigdata/)**Yao Wan, Wenqiang Yan, Jianwei Gao, et al.*2018 · 14 citations*
34. **[Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation?](https://md.research.elamur.ai/free/en/papers/pan-2025-can-llm-watermarks-robustly-prevent/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Leyi Pan, Aiwei Liu, Shiyu Huang, et al.*2025 · 11 citations*
35. **[Recurrent Knowledge Identification and Fusion for Language Model Continual Learning](https://md.research.elamur.ai/free/en/papers/feng-2025-recurrent-knowledge-identification-fusion-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yujie Feng, Xujia Wang, Zexin Lu, et al.*2025 · 11 citations*
36. **[Position: LLMs Can be Good Tutors in English Education](https://md.research.elamur.ai/free/en/papers/ye-2025-position-llms-can-be-good/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jingheng Ye, Shen Wang, Deqing Zou, et al.*2025 · 9 citations*
37. **[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*
38. **[GAM: Hierarchical Graph-based Agentic Memory for LLM Agents](https://md.research.elamur.ai/free/en/papers/wu-2026-gam-hierarchical-graph-based-agentic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhaofen Wu, Hanrong Zhang, Fulin Lin, et al.*2026 · 5 citations*
39. **[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*
40. **[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*
41. **[MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms](https://md.research.elamur.ai/free/en/papers/wang-2026-multifiletest-multi-file-level-llm/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yibo Wang, Congying Xia, Wenting Zhao, et al.*2026 · 2 citations*
42. **[LLM-MemCluster: Empowering Large Language Models with Dynamic Memory for Text Clustering](https://md.research.elamur.ai/free/en/papers/zhu-2026-llm-memcluster-empowering-large-language/) [Workshop on Towards Knowledgeable Foundation Models](https://md.research.elamur.ai/free/en/venues/knowfm/)**Yuanjie Zhu, Liangwei Yang, Ke Xu, et al.*2026*
43. **[SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness ↗](https://arxiv.org/abs/2605.25796) arXiv:2605.25796 · no summary yet**Jiahao Huo et al.*2026*