McAuley-Lab

university

https://cseweb.ucsd.edu/~jmcauley/

AI & ML interests

We're the McAuley Lab at UC San Diego with PI Prof. Julian McAuley, focusing on cool machine learning and natural language processing applications!

Recent Activity

rohan2810 submitted a paper 3 days ago

F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking

havenpersona authored a paper 4 days ago

Reddit2Deezer: A Scalable Dataset for Real-World Grounded Conversational Music Recommendation

havenpersona updated a dataset 4 days ago

McAuley-Lab/Reddit2Deezer

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Papers

F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning

View all Papers

rohan2810

submitted a paper to Daily Papers 3 days ago

F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking

Paper • 2605.12995 • Published 4 days ago • 1

havenpersona

authored a paper 4 days ago

Reddit2Deezer: A Scalable Dataset for Real-World Grounded Conversational Music Recommendation

Paper • 2605.09120 • Published 8 days ago

havenpersona

updated a dataset 4 days ago

McAuley-Lab/Reddit2Deezer

Preview • Updated 4 days ago • 1.06k • 6

havenpersona

in McAuley-Lab/Reddit2Deezer 4 days ago

Link paper and add task category

#1 opened 4 days ago by

nielsr

rohan2810

submitted a paper to Daily Papers 10 days ago

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning

Paper • 2605.02913 • Published Apr 8 • 9

havenpersona

published a dataset 21 days ago

McAuley-Lab/Reddit2Deezer

Preview • Updated 4 days ago • 1.06k • 6

tianyang

authored a paper about 1 month ago

CocoaBench: Evaluating Unified Digital Agents in the Wild

Paper • 2604.11201 • Published Apr 13 • 36

hyp1231

submitted a paper to Daily Papers about 2 months ago

How Well Does Generative Recommendation Generalize?

Paper • 2603.19809 • Published Mar 20 • 11

XinXuNLPer

authored a paper 2 months ago

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published Feb 26 • 94

XinXuNLPer

authored a paper 3 months ago

ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces

Paper • 2602.11683 • Published Feb 12 • 8

XinXuNLPer

submitted a paper to Daily Papers 3 months ago

ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces

Paper • 2602.11683 • Published Feb 12 • 8

ZhankuiHe

authored a paper 4 months ago

PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution

Paper • 2601.10657 • Published Jan 15 • 20

hyp1231

authored 2 papers 4 months ago

Deriving Character Logic from Storyline as Codified Decision Trees

Paper • 2601.10080 • Published Jan 15 • 6

Codified Foreshadowing-Payoff Text Generation

Paper • 2601.07033 • Published Jan 11 • 3

XinXuNLPer

authored a paper 7 months ago

When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation

Paper • 2510.07238 • Published Oct 8, 2025 • 15

Ethan2003

updated a dataset 7 months ago

McAuley-Lab/BLaIR-Bench-API

Viewer • Updated Oct 3, 2025 • 1.63k • 173

hyp1231

updated a dataset 7 months ago

McAuley-Lab/BLaIR-Bench-API

Viewer • Updated Oct 3, 2025 • 1.63k • 173

XinXuNLPer

authored a paper 8 months ago

BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses

Paper • 2510.00232 • Published Sep 30, 2025 • 16

Ethan2003

published a dataset 8 months ago

McAuley-Lab/BLaIR-Bench-API

Viewer • Updated Oct 3, 2025 • 1.63k • 173

XinXuNLPer

authored a paper 8 months ago

WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning

Paper • 2509.04744 • Published Sep 5, 2025 • 12

AI & ML interests

Recent Activity

Papers

Team members 12

McAuley-Lab's activity

Link paper and add task category