pith. machine review for the scientific record. sign in

Julian McAuley

Identifiers

  • name variant Julian McAuley 0.60 · backfill

Papers (64)

  1. F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking cs.LG · 2026 · author #12
  2. MLPs are Efficient Distilled Generative Recommenders cs.IR · 2026 · author #5
  3. OLIVIA: Online Learning via Inference-time Action Adaptation for Decision Making in LLM ReAct Agents cs.AI · 2026 · author #9
  4. MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization cs.LG · 2026 · author #9
  5. FERA: Uncertainty-Aware Federated Reasoning for Large Language Models cs.CL · 2026 · author #7
  6. Skill-R1: Agent Skill Evolution via Reinforcement Learning cs.LG · 2026 · author #10
  7. Reddit2Deezer: A Scalable Dataset for Real-World Grounded Conversational Music Recommendation cs.IR · 2026 · author #2
  8. Skill-CMIB: Multimodal Agent Skill for Consistent Action via Conditional Multimodal Information Bottleneck cs.LG · 2026 · author #9
  9. Expressiveness Limits of Autoregressive Semantic ID Generation in Generative Recommendation cs.IR · 2026 · author #6
  10. A Low-Latency Fraud Detection Layer for Detecting Adversarial Interaction Patterns in LLM-Powered Agents cs.AI · 2026 · author #4
  11. From Local Indices to Global Identifiers: Generative Reranking for Recommender Systems via Global Action Space cs.IR · 2026 · author #10
  12. Sink-Token-Aware Pruning for Fine-Grained Video Understanding in Efficient Video LLMs cs.LG · 2026 · author #6
  13. CocoaBench: Evaluating Unified Digital Agents in the Wild cs.CL · 2026 · author #27
  14. Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning cs.LG · 2026 · author #22
  15. Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning cs.CV · 2026 · author #10
  16. Retrieval Augmented Conversational Recommendation with Reinforcement Learning cs.IR · 2026 · author #6
  17. Composer Vector: Style-steering Symbolic Music Generation in a Latent Space cs.SD · 2026 · author #4
  18. Steering Autoregressive Music Generation with Recursive Feature Machines cs.LG · 2025 · author #4
  19. Mem-{\alpha}: Learning Memory Construction via Reinforcement Learning cs.CL · 2025 · author #6
  20. CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing cs.CR · 2025 · author #9
  21. Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders cs.IR · 2024 · author #7
  22. StarCoder 2 and The Stack v2: The Next Generation cs.SE · 2024 · author #50
  23. RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems cs.CL · 2023 · author #3
  24. LakhNES: Improving multi-instrumental music generation with cross-domain pre-training cs.SD · 2019 · author #5
  25. Fine-Grained Spoiler Detection from Large-Scale Review Corpora cs.CL · 2019 · author #4
  26. Expediting TTS Synthesis with Adversarial Vocoding cs.SD · 2019 · author #5
  27. Embryo staging with weakly-supervised region selection and dynamically-decoded predictions cs.CV · 2019 · author #5
  28. Complete the Look: Scene-based Complementary Product Recommendation cs.CV · 2018 · author #5
  29. Learning Consumer and Producer Embeddings for User-Generated Content Recommendation cs.IR · 2018 · author #2
  30. Recommendation Through Mixtures of Heterogeneous Item Relationships cs.IR · 2018 · author #3
  31. Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering cs.CL · 2018 · author #4
  32. Self-Attentive Sequential Recommendation cs.IR · 2018 · author #2
  33. Visually-Aware Personalized Recommendation using Interpretable Image Representations cs.CV · 2018 · author #2
  34. The NES Music Database: A multi-instrumental dataset with expressive performance attributes cs.SD · 2018 · author #3
  35. Adversarial Audio Synthesis cs.SD · 2018 · author #2
  36. Does mitigating ML's impact disparity require treatment disparity? stat.ML · 2017 · author #3
  37. Visually-Aware Fashion Recommendation and Design with Generative Image Models cs.CV · 2017 · author #4
  38. Translation-based Recommendation cs.IR · 2017 · author #3
  39. SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation cs.IR · 2017 · author #3
  40. Semantically Decomposing the Latent Spaces of Generative Adversarial Networks cs.LG · 2017 · author #4
  41. Deduplication in a massive clinical note dataset cs.DB · 2017 · author #4
  42. Dance Dance Convolution cs.LG · 2017 · author #3
  43. Predicting Surgery Duration with Neural Heteroscedastic Regression stat.ML · 2017 · author #3
  44. Modeling Ambiguity, Subjectivity, and Diverging Viewpoints in Opinion Question Answering Systems cs.IR · 2016 · author #2
  45. Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation cs.IR · 2016 · author #2
  46. Vista: A Visually, Socially, and Temporally-aware Model for Artistic Recommendation cs.IR · 2016 · author #4
  47. Predicting risky behavior in social communities cs.SI · 2016 · author #2
  48. Sherlock: Sparse Hierarchical Embeddings for Visually-aware One-class Collaborative Filtering cs.IR · 2016 · author #4
  49. Fashionista: A Fashion-aware Graphical System for Exploring Visually Similar Items cs.IR · 2016 · author #3
  50. Learning Compatibility Across Categories for Heterogeneous Item Recommendation cs.IR · 2016 · author #3
  51. Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering cs.AI · 2016 · author #2
  52. Addressing Complex and Subjective Product-Related Queries with Customer Reviews cs.IR · 2015 · author #1
  53. Generative Concatenative Nets Jointly Learn to Write and Classify Reviews cs.CL · 2015 · author #3
  54. VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback cs.IR · 2015 · author #2
  55. Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences cs.CV · 2015 · author #4
  56. Inferring Networks of Substitutable and Complementary Products cs.SI · 2015 · author #1
  57. Image-based Recommendations on Styles and Substitutes cs.CV · 2015 · author #1
  58. Detecting Cohesive and 2-mode Communities in Directed and Undirected Networks cs.SI · 2014 · author #2
  59. Community Detection in Networks with Node Attributes cs.SI · 2014 · author #2
  60. From Amateurs to Connoisseurs: Modeling the Evolution of User Expertise through Online Reviews cs.SI · 2013 · author #1
  61. Discovering Social Circles in Ego Networks cs.SI · 2012 · author #1
  62. Learning Attitudes and Attributes from Multi-Aspect Reviews cs.CL · 2012 · author #1
  63. Image Labeling on a Network: Using Social-Network Metadata for Image Classification cs.CV · 2012 · author #1
  64. Exponential Family Graph Matching and Ranking cs.LG · 2009 · author #3

Mentions

  • 2509.25911 #6 · arxiv_oai · confidence 0.70 Julian McAuley
  • 0904.2623 #3 · backfill · confidence 0.70 Julian McAuley
  • 2306.03091 #3 · arxiv_oai · confidence 0.70 Julian McAuley

Frequent Coauthors