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Julian McAuley — most-cited papers & profile · Large Language Models
← authors
·
overview
Julian McAuley
38
papers ·
1074
citations ·
63
h-index
University of San Diego · University of California San Diego
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Semantic Scholar ↗
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Most-cited papers
FASA: Frequency-aware Sparse Attention
2026
Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning
2026
Agentic Chain-of-Thought Steering for Efficient and Controllable LLM Reasoning
2026
BiasEdit: Debiasing Stereotyped Language Models via Model Editing
2025
BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses
2025
When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation
2025
CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing
2025
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models
2024
Federated Large Language Models: Current Progress and Future Directions
2024
StarCoder 2 and The Stack v2: The Next Generation
2024
Personalized Multimodal Large Language Models: A Survey
2024
Top co-authors
Yu Xia
· 5
Junda Wu
· 4
Tong Yu
· 4
Xin Xu
· 4
Ruiyi Zhang
· 3
Ryan Rossi
· 3
Lina Yao
· 2
Subrata Mitra
· 2
Sungchul Kim
· 2
Xunyi Jiang
· 2
Alex Gu
· 1
Ang Li
· 1
Topics
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Efficiency
Survey Paper
Prompting
Safety & Alignment
Model Architecture
Reinforcement Learning
Code
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cs.CL