🧑‍🔬 Julian McAuley — all works

51 works · ← Julian McAuley

1. Learning to Discover Social Circles in Ego Networks ↗neural information processing systems · no summary yetJure Leskovec, Julian McAuley2012 · 1,633 citations
2. Hidden factors and hidden topics ↗ACM Conference on Recommender Systems (RecSys) · no summary yetJulian McAuley, Jure Leskovec2013 · 1,574 citations
3. Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained AspectsConference on Empirical Methods in Natural Language Processing (EMNLP)Jianmo Ni, Jiacheng Li, Julian McAuley2019 · 1,435 citations
4. VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRuining He, Julian McAuley2016 · 1,006 citations
5. 4 Community Detection in Networks with Node Attributes ↗no summary yetJaewon Yang, Julian McAuley, Jure Leskovec2013 · 764 citations
6. Inferring Networks of Substitutable and Complementary Products ↗ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetJulian McAuley, Rahul Pandey, Jure Leskovec2015 · 644 citations
7. Community Detection in Networks with Node Attributes ↗Proceedings · no summary yetJaewon Yang, Julian McAuley, Jure Leskovec2013 · 580 citations
8. From amateurs to connoisseurs ↗International World Wide Web Conference (WWW) · no summary yetJulian McAuley, Jure Leskovec2013 · 525 citations
9. Large Language Models are Zero-Shot Rankers for Recommender Systems ↗arXiv:2305.08845 · no summary yetYupeng Hou et al.2023 · 394 citations
10. Learning Graph Matching ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetTibério S. Caetano et al.383 citations
11. Discovering social circles in ego networks ↗ACM Transactions on Knowledge Discovery from Data · no summary yetJulian McAuley, Jure Leskovec2014 · 366 citations
12. Learning Attitudes and Attributes from Multi-aspect Reviews ↗Proceedings · no summary yetJulian McAuley, Jure Leskovec, Dan Jurafsky2012 · 304 citations
13. Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat DataConference on Empirical Methods in Natural Language Processing (EMNLP)Canwen Xu, Daya Guo, Nan Duan, et al.2023 · 296 citations
14. Hidden Factors and Hidden Topics: Understanding Rating Dimensions with Review Text ↗no summary yetJulian McAuley, Jure Leskovec2014 · 176 citations
15. Image Labeling on a Network: Using Social-Network Metadata for Image Classification ↗Lecture notes in computer science · no summary yetJulian McAuley, Jure Leskovec2012 · 167 citations
16. ReZero is All You Need: Fast Convergence at Large Depth ↗arXiv:2003.04887 · no summary yetThomas Bachlechner et al.2020 · 166 citations
17. From Amateurs to Connoisseurs: Modeling the Evolution of User Expertise through Online Reviews ↗arXiv (Cornell University) · no summary yetJulian McAuley, Jure Leskovec2013 · 156 citations
18. Fine-Grained Spoiler Detection from Large-Scale Review Corpora ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetMengting Wan et al.2019 · 137 citations
19. RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems ↗arXiv:2306.03091 · no summary yetTianyang Liu, Canwen Xu, Julian McAuley2023 · 122 citations
20. Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation ↗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 yetLiliang Ren, Jianmo Ni, Julian McAuley2019 · 122 citations
21. Generating Personalized Recipes from Historical User Preferences ↗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 yetBodhisattwa Prasad Majumder et al.2019 · 114 citations
22. Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetBodhisattwa Prasad Majumder et al.2020 · 108 citations
23. BERT Learns to Teach: Knowledge Distillation with Meta Learning ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetWangchunshu Zhou, Canwen Xu, Julian McAuley2022 · 102 citations
24. Cognitive Bias in Decision-Making with LLMs ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetJessica Maria Echterhoff et al.2024 · 97 citations
25. Small Models are Valuable Plug-ins for Large Language Models ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetCanwen Xu et al.2024 · 96 citations
26. Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetJianmo Ni, Julian McAuley2018 · 83 citations
27. Complete the Look: Scene-Based Complementary Product Recommendation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWang-Cheng Kang et al.2019 · 79 citations
28. Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetAn Yan et al.2021 · 74 citations
29. Detecting cohesive and 2-mode communities indirected and undirected networks ↗ACM International Conference on Web Search and Data Mining (WSDM) · no summary yetJaewon Yang, Julian McAuley, Jure Leskovec2014 · 73 citations
30. Improving Neural Story Generation by Targeted Common Sense Grounding ↗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 yetHuanru Henry Mao et al.2019 · 72 citations
31. Finding progression stages in time-evolving event sequences ↗International World Wide Web Conference (WWW) · no summary yetJaewon Yang et al.2014 · 60 citations
32. Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYupeng Hou et al.2026 · 52 citations
33. How to Train Data-Efficient LLMs ↗arXiv:2402.09668 · no summary yetNoveen Sachdeva et al.2024 · 50 citations
34. A Survey on Large Language Models for Critical Societal Domains: Finance, Healthcare, and Law ↗arXiv:2405.01769 · no summary yetZhiyu Zoey Chen et al.2024 · 44 citations
35. Data Distillation: A Survey ↗arXiv:2301.04272 · no summary yetNoveen Sachdeva, Julian McAuley2023 · 37 citations
36. Detecting Cohesive and 2-mode Communities in Directed and Undirected Networks ↗arXiv (Cornell University) · no summary yetJaewon Yang, Julian McAuley, Jure Leskovec2014 · 35 citations
37. MEMORYLLM: Towards Self-Updatable Large Language ModelsarXiv:2402.04624Yu Wang, Yifan Gao, Xiusi Chen, et al.2024 · 27 citations
38. Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMsInternational Conference on Computational Linguistics (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 LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Dayu Yang, Tianyang Liu, Daoan Zhang, et al.2025 · 19 citations
40. WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Gagan Mundada, Yash Vishe, Amit Namburi, et al.2025 · 10 citations
41. Discovering Social Circles in Ego Networks ↗arXiv (Cornell University) · no summary yetJulian McAuley, Jure Leskovec2012 · 9 citations
42. Doc-React: Multi-page Heterogeneous Document Question-answeringAnnual Meeting of the Association for Computational Linguistics (ACL)Junda Wu, Yu Xia, Tong Yu, et al.2025 · 6 citations
43. Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language ModelsInternational Conference on Computational Linguistics (COLING)Chengkai Huang, Yu Xia, Rui Wang, et al.2025 · 5 citations
44. Discovering Social Circles in Ego Networks (Author's Manuscript) ↗no summary yetJulian McAuley, Jure Leskovec2013 · 1 citation
45. Learning Attitudes and Attributes from Online Reviews ↗no summary yetJulian McAuley, Jure Leskovec, Dan Jurafsky2012 · 1 citation
46. Pale LagerThe Pale Lager Model ↗no summary yetJulian McAuley, Jure Leskovec, Dan Jurafsky2012 · 1 citation
47. CachePrune: Teaching LLMs What Not to Follow via KV-Cache EditingAnnual Meeting of the Association for Computational Linguistics (ACL)Rui Wang, Junda Wu, Yu Xia, et al.2026
48. Evaluating Language Model Pluralism through In-the-wild Crowd DiscussionsAnnual Meeting of the Association for Computational Linguistics (ACL)Gagan Mundada, Rohan Surana, Nandhini Swaminathan, et al.2026
49. SceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual ScenesAnnual Meeting of the Association for Computational Linguistics (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 ↗no summary yetJulian McAuley, Jure Leskovec2015
51. Elefant User’s Manual Release 0.4 ↗no summary yetChristfried Webers et al.2009

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