Julian McAuley
University of California, San Diego
H-index: 61
North America-United States
Top articles of Julian McAuley
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
AgentCF: Collaborative learning with autonomous language agents for recommender systems | Junjie Zhang Yupeng Hou Ruobing Xie Wenqi Sun Julian McAuley | 2024 | |
FaceSigns: semi-fragile neural watermarks for media authentication and countering deepfakes | arXiv preprint arXiv:2204.01960 | Paarth Neekhara Shehzeen Hussain Xinqiao Zhang Ke Huang Julian McAuley | 2022/4/5 |
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment | arXiv preprint arXiv:2402.08785 | Jianing Wang Junda Wu Yupeng Hou Yao Liu Ming Gao | 2024/2/13 |
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs | arXiv preprint arXiv:2404.16375 | An Yan Zhengyuan Yang Junda Wu Wanrong Zhu Jianwei Yang | 2024/4/25 |
Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation | arXiv preprint arXiv:2403.09738 | Se-eun Yoon Zhankui He Jessica Maria Echterhoff Julian McAuley | 2024/3/13 |
CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory | arXiv preprint arXiv:2402.13449 | Zexue He Leonid Karlinsky Donghyun Kim Julian McAuley Dmitry Krotov | 2024/2/21 |
Off-policy evaluation for large action spaces via policy convolution | Yuta Saito Qingyang Ren Thorsten Joachims | 2023/7/3 | |
MEMORYLLM: Towards Self-Updatable Large Language Models | arXiv preprint arXiv:2402.04624 | Yu Wang Xiusi Chen Jingbo Shang Julian McAuley | 2024/2/7 |
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs | arXiv preprint arXiv:2404.15676 | Yu Xia Rui Wang Xu Liu Mingyan Li Tong Yu | 2024/4/24 |
LVCHAT: Facilitating Long Video Comprehension | arXiv preprint arXiv:2402.12079 | Yu Wang Zeyuan Zhang Julian McAuley Zexue He | 2024/2/19 |
StarCoder 2 and The Stack v2: The Next Generation | arXiv preprint arXiv:2402.19173 | Anton Lozhkov Raymond Li Loubna Ben Allal Federico Cassano Joel Lamy-Poirier | 2024/2/29 |
A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys) | Yashar Deldjoo Zhankui He Julian McAuley Anton Korikov Scott Sanner | 2024/3/31 | |
FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning | arXiv preprint arXiv:2402.03481 | Sejoon Oh Berk Ustun Julian McAuley Srijan Kumar | 2024/2/5 |
Linear Recurrent Units for sequential recommendation | Zhenrui Yue Yueqi Wang Zhankui He Huimin Zeng Julian McAuley | 2024/3/4 | |
Temporal Disentangled Contrastive Diffusion Model for Spatiotemporal Imputation | arXiv preprint arXiv:2402.11558 | Yakun Chen Kaize Shi Zhangkai Wu Juan Chen Xianzhi Wang | 2024/2/18 |
Generating, Reconstructing, and Representing Discrete and Continuous Data: Generalized Diffusion with Learnable Encoding-Decoding | arXiv preprint arXiv:2402.19009 | Guangyi Liu Yu Wang Zeyu Feng Qiyu Wu Liping Tang | 2024/2/29 |
Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning | arXiv preprint arXiv:2403.15737 | Zhouhang Xie Bodhisattwa Prasad Majumder Mengjie Zhao Yoshinori Maeda Keiichi Yamada | 2024/3/23 |
DITTO: Diffusion Inference-Time T-Optimization for Music Generation | arXiv preprint arXiv:2401.12179 | Zachary Novack Julian McAuley Taylor Berg-Kirkpatrick Nicholas J Bryan | 2024/1/22 |
InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization | WWW 2024 | Jiarui Jin Zexue He Mengyue Yang Weinan Zhang Yong Yu | 2023 |
Foundation Models for Recommender Systems: A Survey and New Perspectives | arXiv preprint arXiv:2402.11143 | Chengkai Huang Tong Yu Kaige Xie Shuai Zhang Lina Yao | 2024/2/17 |
Co-Authors
