Title
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation Dun Yuan Hao Zhou Di Wu Xue Liu Hao Chen Yan Xin Jianzhong Zhang RALM 51 0 0 31 Mar 2025
Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks Jianzhe Xue Dongcheng Yuan Zhanxi Ma Tiankai Jiang Yu Sun Haibo Zhou Xuemin Shen 80 1 0 03 Mar 2025
Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs Mengmeng Ren Li Qiao Long Yang Zhen Gao Jian Chen Mahdi Boloursaz Mashhadi Pei Xiao Rahim Tafazolli Mehdi Bennis VLM 111 5 0 15 Sep 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 69 49 0 09 Jul 2024
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems Shengzhe Xu Christo Kurisummoottil Thomas Omar Hashash Nikhil Muralidhar Walid Saad Naren Ramakrishnan 35 25 0 30 Jan 2024
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference S. Samsi Dan Zhao Joseph McDonald Baolin Li Adam Michaleas Michael Jones William Bergeron J. Kepner Devesh Tiwari V. Gadepally 39 131 0 04 Oct 2023
Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities Zhengyi Lin Guanqiao Qu Qiyuan Chen Randy Sarayar Zhe Chen Kaibin Huang 35 94 0 28 Sep 2023
Using Large Language Models to Generate, Validate, and Apply User Intent Taxonomies C. Shah Ryen W. White Reid Andersen Georg Buscher Scott Counts ... Tara Safavi Siddharth Suri Mengting Wan Leijie Wang Longfei Yang 45 23 0 14 Sep 2023
The Rise and Potential of Large Language Model Based Agents: A Survey Zhiheng Xi Wenxiang Chen Xin Guo Wei He Yiwen Ding ... Wenjuan Qin Yongyan Zheng Xipeng Qiu Xuanjing Huan Tao Gui LM&MA LM&Ro 3DV AI4CE 58 885 0 14 Sep 2023
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence Yifei Shen Jiawei Shao Xinjie Zhang Zehong Lin Hao Pan Dongsheng Li Jun Zhang Khaled B. Letaief 81 80 0 06 Jul 2023
Symbol tuning improves in-context learning in language models Jerry W. Wei Le Hou Andrew Kyle Lampinen Xiangning Chen Da Huang ... Xinyun Chen Yifeng Lu Denny Zhou Tengyu Ma Quoc V. Le LRM 46 76 0 15 May 2023
Smart Home Energy Management: VAE-GAN synthetic dataset generator and Q-learning Mina Razghandi Hao Zhou Melike Erol-Kantarci D. Turgut 47 26 0 14 May 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Lei Wang Wanyu Xu Yihuai Lan Zhiqiang Hu Yunshi Lan Roy Ka-wei Lee Ee-Peng Lim ReLM LRM 73 333 0 06 May 2023
PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting Hao Xue Flora D.Salim AI4TS 73 144 0 20 Sep 2022
What does a platypus look like? Generating customized prompts for zero-shot image classification Sarah M Pratt Ian Covert Rosanne Liu Ali Farhadi VLM 152 217 0 07 Sep 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 276 3,458 0 29 Apr 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 570 9,009 0 28 Jan 2022
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic Yoad Tewel Yoav Shalev Idan Schwartz Lior Wolf VLM 48 193 0 29 Nov 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 223 9,946 0 17 Jun 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 448 3,952 0 18 Apr 2021
Pretrained Transformers as Universal Computation Engines Kevin Lu Aditya Grover Pieter Abbeel Igor Mordatch 42 220 0 09 Mar 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 324 1,343 0 17 Jan 2021
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 246 6,420 0 26 Sep 2019
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 420 1,664 0 18 Sep 2019
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism Mohammad Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 283 1,861 0 17 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 390 24,160 0 26 Jul 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 77 2,948 0 26 Mar 2019
Deep Fingerprinting: Undermining Website Fingerprinting Defenses with Deep Learning Payap Sirinam Mohsen Imani Marc Juárez M. Wright 35 456 0 07 Jan 2018