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Julian McAuley

Identifiers

  • name variant Julian McAuley 0.60 · backfill

Papers (72)

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

Mentions

  • 2606.25354 #14 · arxiv_oai · confidence 0.70 Julian McAuley
  • 2604.20937 #6 · arxiv_oai · confidence 0.70 Julian McAuley
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  • 2606.03965 #7 · arxiv_oai · confidence 0.70 Julian McAuley
  • 2606.00408 #7 · arxiv_oai · confidence 0.70 Julian McAuley
  • 1401.7375 #2 · backfill · confidence 0.70 Julian McAuley
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  • 2605.22717 #9 · arxiv_oai · confidence 0.70 Julian McAuley
  • 2605.20616 #7 · arxiv_oai · confidence 0.70 Julian McAuley
  • 2507.05257 #3 · arxiv_oai · confidence 0.70 Julian McAuley
  • 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