Title
Partially Trained Graph Convolutional Networks Resist Oversmoothing Dimitrios Kelesis Dimitris Fotakis George Giannakopoulos SSL 69 0 0 17 Oct 2024
FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression Zhenheng Tang Xueze Kang Yiming Yin Xinglin Pan Yuxin Wang ... Shaohuai Shi Amelie Chi Zhou Bo Li Bingsheng He Xiaowen Chu AI4CE 109 8 0 16 Oct 2024
Transfer Learning with Foundational Models for Time Series Forecasting using Low-Rank Adaptations M. Germán-Morales A. J. Rivera-Rivas M. J. del Jesus Díaz C. J. Carmona AI4TS AI4CE 279 0 0 15 Oct 2024
Unity is Power: Semi-Asynchronous Collaborative Training of Large-Scale Models with Structured Pruning in Resource-Limited Clients Yan Li Mingyi Li Xiao Zhang Guangwei Xu Feng Chen Yuan Yuan Yifei Zou Mengying Zhao Jianbo Lu Dongxiao Yu 60 0 0 11 Oct 2024
InstructBioMol: Advancing Biomolecule Understanding and Design Following Human Instructions Xiang Zhuang Keyan Ding Tianwen Lyu Yinuo Jiang Xiaotong Li ... Ming Qin Kehua Feng Jike Wang Qiang Zhang Huajun Chen 75 5 0 10 Oct 2024
Exploring Foundation Models in Remote Sensing Image Change Detection: A Comprehensive Survey Zihan Yu Tianxiao Li Yuxin Zhu Rongze Pan 80 1 0 10 Oct 2024
NaVIP: An Image-Centric Indoor Navigation Solution for Visually Impaired People Jun Yu Yifan Zhang Badrinadh Aila V. Namboodiri 106 1 0 08 Oct 2024
On the Robustness of Machine Learning Models in Predicting Thermodynamic Properties: a Case of Searching for New Quasicrystal Approximants Fedor S. Avilov R. Eremin S. Budennyy Innokentiy S. Humonen AAML 87 0 0 02 Oct 2024
Improving Agent Behaviors with RL Fine-tuning for Autonomous Driving Zhenghao Peng Wenjie Luo Yiren Lu Tianyi Shen Cole Gulino Ari Seff Justin Fu 62 9 0 26 Sep 2024
Optical Lens Attack on Deep Learning Based Monocular Depth Estimation Ce Zhou Qiben Yan Daniel Kent Guangjing Wang Ziqi Zhang Hayder Radha AAML 71 0 0 25 Sep 2024
Surveying the MLLM Landscape: A Meta-Review of Current Surveys Ming Li Keyu Chen Ziqian Bi Ming Liu Benji Peng ... Jinlang Wang Sen Zhang X. Pan Jiawei Xu Pohsun Feng OffRL 118 2 0 17 Sep 2024
COMFORT: A Continual Fine-Tuning Framework for Foundation Models Targeted at Consumer Healthcare Chia-Hao Li N. Jha 92 1 0 14 Sep 2024
LLM-POTUS Score: A Framework of Analyzing Presidential Debates with Large Language Models Zhengliang Liu Yiwei Li Oleksandra Zolotarevych Rongwei Yang Tianming Liu ELM 22 1 0 12 Sep 2024
Exploring Straightforward Conversational Red-Teaming George Kour Naama Zwerdling Marcel Zalmanovici Ateret Anaby-Tavor Ora Nova Fandina E. Farchi AAML 417 1 0 07 Sep 2024
A Comprehensive Survey on Evidential Deep Learning and Its Applications Junyu Gao Mengyuan Chen Liangyu Xiang Changsheng Xu EDL BDL UQCV 129 6 0 07 Sep 2024
An overview of domain-specific foundation model: key technologies, applications and challenges Haolong Chen Hanzhi Chen Zijian Zhao Kaifeng Han Guangxu Zhu Yichen Zhao Ying Du Wei Xu Qingjiang Shi ALM VLM 111 5 0 06 Sep 2024
A Comparative Study of Pre-training and Self-training Yiheng Wang Jiayu Lin Zuoquan Lin SSL 112 0 0 04 Sep 2024
Tracing Privacy Leakage of Language Models to Training Data via Adjusted Influence Functions Jinxin Liu Zao Yang 51 1 0 20 Aug 2024
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection Jiaqi Wang Xiaochen Wang Lingjuan Lyu Jinghui Chen Fenglong Ma 112 6 0 17 Aug 2024
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models Xiaochen Wang Jiaqi Wang Houping Xiao Jianfei Chen Fenglong Ma MedIm 185 8 0 17 Aug 2024
Large Investment Model Jian Guo H. Shum AIFin 133 0 0 12 Aug 2024
Enhancing Representation Learning of EEG Data with Masked Autoencoders Yifei Zhou Sitong Liu 81 0 0 09 Aug 2024
Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation Daniele Rege Cambrin Isaac Corley Paolo Garza 68 3 0 08 Aug 2024
Defining and Evaluating Decision and Composite Risk in Language Models Applied to Natural Language Inference Ke Shen Mayank Kejriwal 74 0 0 04 Aug 2024
Efficient Training of Large Language Models on Distributed Infrastructures: A Survey Jiangfei Duan Shuo Zhang Zerui Wang Lijuan Jiang Wenwen Qu ... Dahua Lin Yonggang Wen Xin Jin Tianwei Zhang Peng Sun 154 13 0 29 Jul 2024
Leveraging Foundation Models for Zero-Shot IoT Sensing Dinghao Xue Xiaoran Fan Tao Chen Guohao Lan Qun Song AI4CE 74 2 0 29 Jul 2024
Speech-Guided Sequential Planning for Autonomous Navigation using Large Language Model Meta AI 3 (Llama3) Alkesh K. Srivastava Philip Dames LLMAG LM&Ro 120 1 0 13 Jul 2024
Federated Learning and AI Regulation in the European Union: Who is Responsible? -- An Interdisciplinary Analysis Herbert Woisetschläger Simon Mertel Christoph Krönke R. Mayer Hans-Arno Jacobsen FedML 72 2 0 11 Jul 2024
Synthetic Data Aided Federated Learning Using Foundation Models Fatima Abacha Sin G. Teo Lucas C. Cordeiro Mustafa A. Mustafa FedML 61 2 0 06 Jul 2024
On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards Zhimin Zhao A. A. Bangash F. Côgo Bram Adams Ahmed E. Hassan 200 1 0 04 Jul 2024
For a semiotic AI: Bridging computer vision and visual semiotics for computational observation of large scale facial image archives Lia Morra A. Santangelo Pietro Basci Luca Piano Fabio Garcea Fabrizio Lamberti Massimo Leone 71 1 0 03 Jul 2024
LegalTurk Optimized BERT for Multi-Label Text Classification and NER Farnaz Zeidi Mehmet Fatih Amasyali Çiğdem Erol VLM 58 2 0 30 Jun 2024
Open-vocabulary Mobile Manipulation in Unseen Dynamic Environments with 3D Semantic Maps Dicong Qiu Wenzong Ma Zhenfu Pan Hui Xiong Junwei Liang LM&Ro 97 8 0 26 Jun 2024
Large Batch Analysis for Adagrad Under Anisotropic Smoothness Yuxing Liu Boyao Wang Tong Zhang 62 6 0 21 Jun 2024
Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture Zhengxin Yang Wanling Gao Luzhou Peng Yunyou Huang Fei Tang Jianfeng Zhan 71 1 0 20 Jun 2024
InternalInspector $I^2$ : Robust Confidence Estimation in LLMs through Internal States Mohammad Beigi Ying Shen Runing Yang Zihao Lin Qifan Wang Ankith Mohan Jianfeng He Ming Jin Chang-Tien Lu Lifu Huang HILM 78 10 0 17 Jun 2024
A Complete Survey on LLM-based AI Chatbots Sumit Kumar Dam Choong Seon Hong Yu Qiao Chaoning Zhang 104 62 0 17 Jun 2024
Save It All: Enabling Full Parameter Tuning for Federated Large Language Models via Cycle Block Gradient Descent Lin Wang Zhichao Wang Xiaoying Tang 75 1 0 17 Jun 2024
Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing Changbing Yang Garrett Nicolai Miikka Silfverberg 70 1 0 16 Jun 2024
GraphFM: A Comprehensive Benchmark for Graph Foundation Model Yuhao Xu Xinqi Liu Keyu Duan Yi Fang Yu-Neng Chuang Daochen Zha Qiaoyu Tan AI4CE 57 1 0 12 Jun 2024
Reading Miscue Detection in Primary School through Automatic Speech Recognition Lingyun Gao Cristian Tejedor-García H. Strik C. Cucchiarini 75 1 0 11 Jun 2024
Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions Cheng Tan Dongxin Lyu Siyuan Li Zhangyang Gao Jingxuan Wei Siqi Ma Zicheng Liu Stan Z. Li LLMAG 81 13 0 09 Jun 2024
Generalist Multimodal AI: A Review of Architectures, Challenges and Opportunities Sai Munikoti Ian Stewart Sameera Horawalavithana Henry Kvinge Tegan H. Emerson Sandra E Thompson Karl Pazdernik 102 2 0 08 Jun 2024
Large Generative Graph Models Yu Wang Ryan Rossi Namyong Park Huiyuan Chen Nesreen K. Ahmed Puja Trivedi Franck Dernoncourt Danai Koutra Hanyu Wang AI4CE 102 4 0 07 Jun 2024
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models Tao Fan Guoqiang Ma Yan Kang Hanlin Gu Yuanfeng Song Lixin Fan Kai Chen Qiang Yang 106 12 0 04 Jun 2024
MiniGPT-Reverse-Designing: Predicting Image Adjustments Utilizing MiniGPT-4 Vahid Azizi Fatemeh Koochaki VLM 106 0 0 03 Jun 2024
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models Tianci Liu Haoyu Wang Shiyang Wang Yu Cheng Jing Gao ALM 75 1 0 01 Jun 2024
Large Language Models are Zero-Shot Next Location Predictors Ciro Beneduce Bruno Lepri Massimiliano Luca 106 9 0 31 May 2024
Optimizing Foundation Model Inference on a Many-tiny-core Open-source RISC-V Platform Viviane Potocnik Luca Colagrande Tim Fischer L. Bertaccini Daniele Jahier Pagliari Luca Bompani Luca Benini 87 3 0 29 May 2024
PLUG: Revisiting Amodal Segmentation with Foundation Model and Hierarchical Focus Zhaochen Liu Limeng Qiao Xiangxiang Chu Tingting Jiang 69 2 0 25 May 2024