---
title: "Julian McAuley — all works — Elamur Research"
description: "All 51 works of Julian McAuley 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/julian-mcauley/works/"
---
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# Julian McAuley — all works

51 works · [← Julian McAuley](https://md.research.elamur.ai/free/en/authors/julian-mcauley/)

1. **[Learning to Discover Social Circles in Ego Networks ↗](https://openalex.org/W2155461593) neural information processing systems · no summary yet**Jure Leskovec, Julian McAuley*2012 · 1,633 citations*
2. **[Hidden factors and hidden topics ↗](https://doi.org/10.1145/2507157.2507163) ACM Conference on Recommender Systems (RecSys) · no summary yet**Julian McAuley, Jure Leskovec*2013 · 1,574 citations*
3. **[Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects](https://md.research.elamur.ai/free/en/papers/ni-2019-justifying-recommendations-distantly-labeled-reviews/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jianmo Ni, Jiacheng Li, Julian McAuley*2019 · 1,435 citations*
4. **[VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback ↗](https://doi.org/10.1609/aaai.v30i1.9973) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Ruining He, Julian McAuley*2016 · 1,006 citations*
5. **[4 Community Detection in Networks with Node Attributes ↗](https://openalex.org/W3102647957) no summary yet**Jaewon Yang, Julian McAuley, Jure Leskovec*2013 · 764 citations*
6. **[Inferring Networks of Substitutable and Complementary Products ↗](https://doi.org/10.1145/2783258.2783381) ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yet**Julian McAuley, Rahul Pandey, Jure Leskovec*2015 · 644 citations*
7. **[Community Detection in Networks with Node Attributes ↗](https://doi.org/10.1109/icdm.2013.167) Proceedings · no summary yet**Jaewon Yang, Julian McAuley, Jure Leskovec*2013 · 580 citations*
8. **[From amateurs to connoisseurs ↗](https://doi.org/10.1145/2488388.2488466) International World Wide Web Conference (WWW) · no summary yet**Julian McAuley, Jure Leskovec*2013 · 525 citations*
9. **[Large Language Models are Zero-Shot Rankers for Recommender Systems ↗](https://arxiv.org/abs/2305.08845) arXiv:2305.08845 · no summary yet**Yupeng Hou et al.*2023 · 394 citations*
10. **[Learning Graph Matching ↗](https://doi.org/10.1109/tpami.2009.28) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Tibério S. Caetano et al.*383 citations*
11. **[Discovering social circles in ego networks ↗](https://doi.org/10.1145/2556612) ACM Transactions on Knowledge Discovery from Data · no summary yet**Julian McAuley, Jure Leskovec*2014 · 366 citations*
12. **[Learning Attitudes and Attributes from Multi-aspect Reviews ↗](https://doi.org/10.1109/icdm.2012.110) Proceedings · no summary yet**Julian McAuley, Jure Leskovec, Dan Jurafsky*2012 · 304 citations*
13. **[Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data](https://md.research.elamur.ai/free/en/papers/xu-2023-baize-open-source-chat-model/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Canwen Xu, Daya Guo, Nan Duan, et al.*2023 · 296 citations*
14. **[Hidden Factors and Hidden Topics: Understanding Rating Dimensions with Review Text ↗](https://openalex.org/W7099323099) no summary yet**Julian McAuley, Jure Leskovec*2014 · 176 citations*
15. **[Image Labeling on a Network: Using Social-Network Metadata for Image Classification ↗](https://doi.org/10.1007/978-3-642-33765-9_59) Lecture notes in computer science · no summary yet**Julian McAuley, Jure Leskovec*2012 · 167 citations*
16. **[ReZero is All You Need: Fast Convergence at Large Depth ↗](https://arxiv.org/abs/2003.04887) arXiv:2003.04887 · no summary yet**Thomas Bachlechner et al.*2020 · 166 citations*
17. **[From Amateurs to Connoisseurs: Modeling the Evolution of User Expertise through Online Reviews ↗](https://arxiv.org/abs/1303.4402) arXiv (Cornell University) · no summary yet**Julian McAuley, Jure Leskovec*2013 · 156 citations*
18. **[Fine-Grained Spoiler Detection from Large-Scale Review Corpora ↗](https://aclanthology.org/P19-1248/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Mengting Wan et al.*2019 · 137 citations*
19. **[RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems ↗](https://arxiv.org/abs/2306.03091) arXiv:2306.03091 · no summary yet**Tianyang Liu, Canwen Xu, Julian McAuley*2023 · 122 citations*
20. **[Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation ↗](https://aclanthology.org/D19-1196/) 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**Liliang Ren, Jianmo Ni, Julian McAuley*2019 · 122 citations*
21. **[Generating Personalized Recipes from Historical User Preferences ↗](https://aclanthology.org/D19-1613/) 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**Bodhisattwa Prasad Majumder et al.*2019 · 114 citations*
22. **[Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions ↗](https://aclanthology.org/2020.emnlp-main.739/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Bodhisattwa Prasad Majumder et al.*2020 · 108 citations*
23. **[BERT Learns to Teach: Knowledge Distillation with Meta Learning ↗](https://aclanthology.org/2022.acl-long.485/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Wangchunshu Zhou, Canwen Xu, Julian McAuley*2022 · 102 citations*
24. **[Cognitive Bias in Decision-Making with LLMs ↗](https://aclanthology.org/2024.findings-emnlp.739/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Jessica Maria Echterhoff et al.*2024 · 97 citations*
25. **[Small Models are Valuable Plug-ins for Large Language Models ↗](https://aclanthology.org/2024.findings-acl.18/) Findings of the Association for Computational Linguistics: ACL 2024 · no summary yet**Canwen Xu et al.*2024 · 96 citations*
26. **[Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations ↗](https://aclanthology.org/P18-2112/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Jianmo Ni, Julian McAuley*2018 · 83 citations*
27. **[Complete the Look: Scene-Based Complementary Product Recommendation ↗](https://doi.org/10.1109/cvpr.2019.01078) 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**Wang-Cheng Kang et al.*2019 · 79 citations*
28. **[Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation ↗](https://aclanthology.org/2021.findings-emnlp.336/) Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yet**An Yan et al.*2021 · 74 citations*
29. **[Detecting cohesive and 2-mode communities indirected and undirected networks ↗](https://doi.org/10.1145/2556195.2556243) ACM International Conference on Web Search and Data Mining (WSDM) · no summary yet**Jaewon Yang, Julian McAuley, Jure Leskovec*2014 · 73 citations*
30. **[Improving Neural Story Generation by Targeted Common Sense Grounding ↗](https://aclanthology.org/D19-1615/) 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**Huanru Henry Mao et al.*2019 · 72 citations*
31. **[Finding progression stages in time-evolving event sequences ↗](https://doi.org/10.1145/2566486.2568044) International World Wide Web Conference (WWW) · no summary yet**Jaewon Yang et al.*2014 · 60 citations*
32. **[Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders ↗](https://aclanthology.org/2026.acl-long.147/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yupeng Hou et al.*2026 · 52 citations*
33. **[How to Train Data-Efficient LLMs ↗](https://arxiv.org/abs/2402.09668) arXiv:2402.09668 · no summary yet**Noveen Sachdeva et al.*2024 · 50 citations*
34. **[A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law ↗](https://arxiv.org/abs/2405.01769) arXiv:2405.01769 · no summary yet**Zhiyu Zoey Chen et al.*2024 · 44 citations*
35. **[Data Distillation: A Survey ↗](https://arxiv.org/abs/2301.04272) arXiv:2301.04272 · no summary yet**Noveen Sachdeva, Julian McAuley*2023 · 37 citations*
36. **[Detecting Cohesive and 2-mode Communities in Directed and Undirected Networks ↗](https://arxiv.org/abs/1401.7375) arXiv (Cornell University) · no summary yet**Jaewon Yang, Julian McAuley, Jure Leskovec*2014 · 35 citations*
37. [**MEMORYLLM: Towards Self-Updatable Large Language Models arXiv:2402.04624**Yu Wang, Yifan Gao, Xiusi Chen, et al.*2024 · 27 citations*](https://md.research.elamur.ai/free/en/papers/wang-2024-memoryllm-towards-self-updatable-large/)
38. **[Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs](https://md.research.elamur.ai/free/en/papers/xia-2025-beyond-chain-thought-survey-chain/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Yu Xia, Rui Wang, Xu Liu, et al.*2025 · 19 citations*
39. **[Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs](https://md.research.elamur.ai/free/en/papers/yang-2025-code-think-think-code-survey/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Dayu Yang, Tianyang Liu, Daoan Zhang, et al.*2025 · 19 citations*
40. **[WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning](https://md.research.elamur.ai/free/en/papers/mundada-2025-wildscore-benchmarking-mllms-wild-symbolic/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Gagan Mundada, Yash Vishe, Amit Namburi, et al.*2025 · 10 citations*
41. **[Discovering Social Circles in Ego Networks ↗](https://arxiv.org/abs/1210.8182) arXiv (Cornell University) · no summary yet**Julian McAuley, Jure Leskovec*2012 · 9 citations*
42. **[Doc-React: Multi-page Heterogeneous Document Question-answering](https://md.research.elamur.ai/free/en/papers/wu-2025-doc-react-multi-page-heterogeneous/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junda Wu, Yu Xia, Tong Yu, et al.*2025 · 6 citations*
43. **[Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models](https://md.research.elamur.ai/free/en/papers/huang-2025-embedding-informed-adaptive-retrieval-augmented/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Chengkai Huang, Yu Xia, Rui Wang, et al.*2025 · 5 citations*
44. **[Discovering Social Circles in Ego Networks (Author's Manuscript) ↗](https://openalex.org/W2794675439) no summary yet**Julian McAuley, Jure Leskovec*2013 · 1 citation*
45. **[Learning Attitudes and Attributes from Online Reviews ↗](https://openalex.org/W2181321301) no summary yet**Julian McAuley, Jure Leskovec, Dan Jurafsky*2012 · 1 citation*
46. **[Pale LagerThe Pale Lager Model ↗](https://openalex.org/W7095846627) no summary yet**Julian McAuley, Jure Leskovec, Dan Jurafsky*2012 · 1 citation*
47. **[CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing](https://md.research.elamur.ai/free/en/papers/wang-2026-cacheprune-teaching-llms-what-not/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Rui Wang, Junda Wu, Yu Xia, et al.*2026*
48. **[Evaluating Language Model Pluralism through In-the-wild Crowd Discussions](https://md.research.elamur.ai/free/en/papers/mundada-2026-evaluating-language-model-pluralism-through/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Gagan Mundada, Rohan Surana, Nandhini Swaminathan, et al.*2026*
49. **[SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes](https://md.research.elamur.ai/free/en/papers/wang-2026-scenealign-aligning-multimodal-reasoning-scene/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chuhan Wang, Xintong Li, Jennifer Yuntong Zhang, et al.*2026*
50. **[Hidden Factors and Hidden Topics: Understanding Rating Dimensions with Review Text. Extended version http://i.stanford.edu/~julian/pdfs/ recsys_extended.pdf ↗](https://openalex.org/W7096409082) no summary yet**Julian McAuley, Jure Leskovec*2015*
51. **[Elefant User’s Manual Release 0.4 ↗](https://openalex.org/W7097371226) no summary yet**Christfried Webers et al.*2009*