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GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems
28 October 2024
Wilson Wongso
Hao Xue
Flora D. Salim
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Papers citing
"GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems"
29 / 29 papers shown
TOOL4POI: A Tool-Augmented LLM Framework for Next POI Recommendation
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114
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When Ads Become Profiles: Uncovering the Invisible Risk of Web Advertising at Scale with LLMs
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Benjamin Tag
Hao Xue
Daniel Angus
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360
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23 Sep 2025
Knowledge Graph Tokenization for Behavior-Aware Generative Next POI Recommendation
Ke Sun
Mayi Xu
65
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15 Sep 2025
Enhancing Large Language Models for Mobility Analytics with Semantic Location Tokenization
Knowledge Discovery and Data Mining (KDD), 2025
Yile Chen
Yicheng Tao
Yue Jiang
Shuai Liu
Han Yu
Gao Cong
157
3
0
08 Jun 2025
Generative Next POI Recommendation with Semantic ID
D. Wang
Yuxi Huang
Shen Gao
Yifan Wang
Chengrui Huang
Shuo Shang
277
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02 Jun 2025
Liger Kernel: Efficient Triton Kernels for LLM Training
Pin-Lun Hsu
Ata Fatahibaarzi
Vignesh Kothapalli
Qingquan Song
Shao Tang
Sirou Zhu
Steven Shimizu
Shivam Sahni
Haowen Ning
Yanning Chen
492
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14 Oct 2024
Designing a Dashboard for Transparency and Control of Conversational AI
Yida Chen
Aoyu Wu
Trevor DePodesta
Catherine Yeh
Kenneth Li
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Jan Riecke
Shivam Raval
Olivia Seow
Martin Wattenberg
Fernanda Viégas
338
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12 Jun 2024
Large Language Models are Zero-Shot Next Location Predictors
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Bruno Lepri
Massimiliano Luca
443
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31 May 2024
Large Language Models for Next Point-of-Interest Recommendation
Peibo Li
Maarten de Rijke
Hao Xue
Shuang Ao
Yang Song
Flora D. Salim
286
72
0
19 Apr 2024
Language-Based User Profiles for Recommendation
Joyce Zhou
Yijia Dai
Thorsten Joachims
167
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23 Feb 2024
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation
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Renhe Jiang
Chuang Yang
Zengqing Wu
Makoto Onizuka
Ryosuke Shibasaki
Noboru Koshizuka
Chuan Xiao
LLMAG
291
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22 Feb 2024
Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs
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Fengli Xu
Bingbing Fan
Jingtao Ding
Yuan Yuan
Meng Wang
Yong Li
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216
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15 Feb 2024
The Rise and Potential of Large Language Model Based Agents: A Survey
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Wenxiang Chen
Xin Guo
Wei He
Yiwen Ding
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Wenjuan Qin
Yongyan Zheng
Xipeng Qiu
Xuanjing Huan
Tao Gui
LM&MA
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3DV
AI4CE
670
1,375
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14 Sep 2023
Where Would I Go Next? Large Language Models as Human Mobility Predictors
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Meng Fang
Zichao Zeng
Tao Cheng
295
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29 Aug 2023
A Survey on Large Language Model based Autonomous Agents
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Chengbang Ma
Xueyang Feng
Zeyu Zhang
Hao-ran Yang
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Wayne Xin Zhao
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Llama 2: Open Foundation and Fine-Tuned Chat Models
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17 Jul 2023
QLoRA: Efficient Finetuning of Quantized LLMs
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Tim Dettmers
Artidoro Pagnoni
Ari Holtzman
Luke Zettlemoyer
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LLaMA: Open and Efficient Foundation Language Models
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Thibaut Lavril
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Atri Rudra
Christopher Ré
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Yelong Shen
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849
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Learning Transferable Visual Models From Natural Language Supervision
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Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
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Pamela Mishkin
Jack Clark
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STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation
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See-Kiong Ng
Xueou Wang
Yong Liang Goh
Renrong Weng
Jagannadan Varadarajan
151
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Language Models are Few-Shot Learners
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Benjamin Mann
Nick Ryder
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475
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