Julian McAuley
- Papers
- 44
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Authored papers
44Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators
arXiv 2026
CocoaBench: Evaluating Unified Digital Agents in the Wild
arXiv 2026
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey
arXiv 2026
How Well Does Generative Recommendation Generalize?
arXiv 2026
Learning to Hint for Reinforcement Learning
arXiv 2026
Fast Text-to-Audio Generation with Adversarial Post-Training
arXiv 2025
ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation
arXiv 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing
arXiv 2025
BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses
arXiv 2025
WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning
arXiv 2025
Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models
arXiv 2025
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
arXiv 2025
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs
arXiv 2025
M+: Extending MemoryLLM with Scalable Long-Term Memory
arXiv 2025
Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?
arXiv 2025
When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation
arXiv 2025
Improving In-Context Learning with Reasoning Distillation
arXiv 2025
Bridging Language and Items for Retrieval and Recommendation
arXiv 2024
Multi-Behavior Generative Recommendation
arXiv 2024
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)
arXiv 2024
Template Matters: Understanding the Role of Instruction Templates in Multimodal Language Model Evaluation and Training
arXiv 2024
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs
arXiv 2024
PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
arXiv 2024
LVCHAT: Facilitating Long Video Comprehension
arXiv 2024
Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation
arXiv 2024
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems
arXiv 2023
Large Language Models as Zero-Shot Conversational Recommenders
arXiv 2023
Learning Concise and Descriptive Attributes for Visual Recognition
ICCV 2023 1
Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data
arXiv 2023
LongCoder: A Long-Range Pre-trained Language Model for Code Completion
arXiv 2023
Small Models are Valuable Plug-ins for Large Language Models
arXiv 2023
GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation
arXiv 2023
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
arXiv 2023
Multitrack Music Transformer
arXiv 2022
UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining
ACL 2022 5
CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos
arXiv 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining
arXiv 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval
Findings (ACL) 2022 5
Unsupervised Enrichment of Persona-grounded Dialog with Background Stories
ACL 2021 5
MusPy: A Toolkit for Symbolic Music Generation
arXiv 2020
ReZero is All You Need: Fast Convergence at Large Depth
arXiv 2020
Speech Recognition and Multi-Speaker Diarization of Long Conversations
arXiv 2020
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions
EMNLP 2020 11
BERT Loses Patience: Fast and Robust Inference with Early Exit
NeurIPS 2020 12
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