🧑‍🔬 Philip S. Yu — all works

43 works · ← Philip S. Yu

1. A Comprehensive Survey on Graph Neural NetworksarXiv:1901.00596Zonghan Wu, Shirui Pan, Fengwen Chen, et al.2019 · 10,312 citations
2. BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment AnalysisarXiv:1904.02232Hu Xu, Bing Liu, Lei Shu, et al.2019 · 547 citations
3. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionAnnual Meeting of the Association for Computational Linguistics (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 ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYunbo Wang et al.2019 · 483 citations
5. Joint Slot Filling and Intent Detection via Capsule Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Chenwei Zhang, Yaliang Li, Nan Du, et al.2019 · 315 citations
6. User Preference-aware Fake News Detection ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetYingtong Dou et al.2021 · 292 citations
7. COSNET ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetYutao Zhang et al.2015 · 283 citations
8. Spatiotemporal Pyramid Network for Video Action Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYunbo Wang et al.2017 · 277 citations
9. Zero-shot User Intent Detection via Capsule Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Congying Xia, Chenwei Zhang, Xiaohui Yan, et al.2018 · 263 citations
10. Spectral clustering for multi-type relational data ↗International Conference on Machine Learning · no summary yetBo Long et al.2006 · 253 citations
11. Generative Dual Adversarial Network for Generalized Zero-Shot Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHe Huang et al.2019 · 248 citations
12. Transfer Sparse Coding for Robust Image Representation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMingsheng Long et al.2013 · 190 citations
13. A Survey of AI-Generated Content (AIGC) ↗ACM Computing Surveys · no summary yetYihan Cao et al.2024 · 187 citations
14. DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZhi‐Hong Deng et al.2019 · 184 citations
15. Adversarial Attacks and Defenses in Deep Learning: From a Perspective of Cybersecurity ↗ACM Computing Surveys · no summary yetShuai Zhou et al.2022 · 156 citations
16. Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetLichao Sun et al.2020 · 156 citations
17. A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capabilityarXiv:2303.13547Aiwei Liu, Xuming Hu, Lijie Wen, et al.2023 · 127 citations
18. SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetXuming Hu et al.2020 · 121 citations
19. Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetJianguo Zhang et al.2020 · 112 citations
20. Multi-grained Named Entity Recognition ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetCongying Xia et al.2019 · 112 citations
21. LLM Agents for Education: Advances and Applications ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetZhendong Chu et al.2025 · 110 citations
22. Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetJianguo Zhang et al.2021 · 103 citations
23. HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetZhongfen Deng et al.2021 · 87 citations
24. Semi-supervised Relation Extraction via Incremental Meta Self-Training ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetXuming Hu et al.2021 · 83 citations
25. Large Language Models in Law: A Survey ↗arXiv:2312.03718 · no summary yetJinqi Lai et al.2023 · 80 citations
26. Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State TrackingJoint Conference on Lexical and Computational Semantics (*SEM)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 · no summary yetLibo Qin et al.2024 · 75 citations
28. Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetLi Sun et al.2021 · 52 citations
29. Unsupervised Feature Selection on Networks: A Generative View ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetXiaokai Wei, Bokai Cao, Philip S. Yu2016 · 52 citations
30. Composed Variational Natural Language Generation for Few-shot Intents ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetCongying Xia et al.2020 · 43 citations
31. Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetYibo Yan et al.2026 · 23 citations
32. Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation ↗Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yetYe Liu et al.2021 · 22 citations
33. Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial TrainingIEEE 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?Annual Meeting of the Association for Computational Linguistics (ACL)Leyi Pan, Aiwei Liu, Shiyu Huang, et al.2025 · 11 citations
35. Recurrent Knowledge Identification and Fusion for Language Model Continual LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yujie Feng, Xujia Wang, Zexin Lu, et al.2025 · 11 citations
36. Position: LLMs Can be Good Tutors in English EducationConference on Empirical Methods in Natural Language Processing (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 ↗arXiv:2101.08942 · no summary yetYe Liu et al.2021 · 7 citations
38. GAM: Hierarchical Graph-based Agentic Memory for LLM AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhaofen Wu, Hanrong Zhang, Fulin Lin, et al.2026 · 5 citations
39. ProvBench: A Benchmark of Legal Provision Recommendation for Contract Auto-Reviewing ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXiuxuan Shen et al.2025 · 5 citations
40. Multi-View Incongruity Learning for Multimodal Sarcasm Detection ↗Proceedings of the 31st International Conference on Computational Linguistics · no summary yetDiandian Guo et al.2025 · 3 citations
41. MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing MechanismsFindings of the Association for Computational LinguisticsYibo Wang, Congying Xia, Wenting Zhao, et al.2026 · 2 citations
42. SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness ↗arXiv:2605.25796 · no summary yetJiahao Huo et al.2026
43. LLM-MemCluster: Empowering Large Language Models with Dynamic Memory for Text Clustering ↗Proceedings of the 4th Workshop on Towards Knowledgeable Foundation Models (KnowFM 2026) · no summary yetYuanjie Zhu et al.2026

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