代码大模型 / AI 编程

Graph Neural Networks for Brain Graph Learning: A Survey

Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul Sowman, Alexis Giral, Philip S. Yu

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 2 figures, IJCAI-2024

Causal Contextual Bandits with Adaptive Context

Rahul Madhavan, Aurghya Maiti, Gaurav Sinha, Siddharth Barman

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Reinforcement Learning Conference (RLC) 2024, 10 pages (31 pages including appendix), 8 plots. arXiv admin note: text overlap with arXiv:2111.00886

Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking

Sara Kemper, Justin Cui, Kai Dicarlantonio, Kathy Lin, Danjie Tang, Anton Korikov, Scott Sanner

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

CAVACHON: a hierarchical variational autoencoder to integrate multi-modal single-cell data

Ping-Han Hsieh, Ru-Xiu Hsiao, Katalin Ferenc, Anthony Mathelier, Rebekka Burkholz, Chien-Yu Chen, Geir Kjetil Sandve, Tatiana Belova, Marieke Lydia Kuijjer

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Good Tools are Half the Work: Tool Usage in Deep Learning Projects

Evangelia Panourgia, Theodoros Plessas, Ilias Balampanis, Diomidis Spinellis

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.LG

Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks

Fakhraddin Alwajih, El Moatez Billah Nagoudi, Gagan Bhatia, Abdelrahman Mohamed, Muhammad Abdul-Mageed

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

A Review of Safe Reinforcement Learning: Methods, Theory and Applications

Shangding Gu, Long Yang, Yali Du, Guang Chen, Florian Walter, Jun Wang, Alois Knoll

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Using Large Language Models to Enrich the Documentation of Datasets for Machine Learning

Joan Giner-Miguelez, Abel Gómez, Jordi Cabot

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Efficient Large Language Models: A Survey

Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments Camera ready version of Transactions on Machine Learning Research (TMLR)

VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting

Yingnan Yang, Qingling Zhu, Jianyong Chen

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 16 pages

Practitioners' Challenges and Perceptions of CI Build Failure Predictions at Atlassian

Yang Hong, Chakkrit Tantithamthavorn, Jirat Pasuksmit, Patanamon Thongtanunam, Arik Friedman, Xing Zhao, Anton Krasikov

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.LG

Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA

Marco Polignano, Pierpaolo Basile, Giovanni Semeraro

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Honeyfile Camouflage: Hiding Fake Files in Plain Sight

Roelien C. Timmer, David Liebowitz, Surya Nepal, Salil S. Kanhere

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments 3rd Workshop on the security implications of Deepfakes and Cheapfakes (WDC) co-located at ACM ASIACCS 2024

Invariant Learning via Probability of Sufficient and Necessary Causes

Mengyue Yang, Zhen Fang, Yonggang Zhang, Yali Du, Furui Liu, Jean-Francois Ton, Jianhong Wang, Jun Wang

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Acceleration Algorithms in GNNs: A Survey

Lu Ma, Zeang Sheng, Xunkai Li, Xinyi Gao, Zhezheng Hao, Ling Yang, Wentao Zhang, Bin Cui

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments 9 pages,3 figures

Few-shot Name Entity Recognition on StackOverflow

Xinwei Chen, Kun Li, Tianyou Song, Jiangjian Guo

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments 5 pages

Generalized Regression with Conditional GANs

Deddy Jobson, Eddy Hudson

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Intellecta Cognitiva: A Comprehensive Dataset for Advancing Academic Knowledge and Machine Reasoning

Ajmal PS, Ditto PS, Jithin VG

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Taicheng Guo, Xiuying Chen, Yaqi Wang, Ruidi Chang, Shichao Pei, Nitesh V. Chawla, Olaf Wiest, Xiangliang Zhang

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments This work is ongoing and we welcome your contribution!

Fine Tuning LLM for Enterprise: Practical Guidelines and Recommendations

Mathav Raj J, Kushala VM, Harikrishna Warrier, Yogesh Gupta

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.LG

Comments 17 pages, 12 tables, 3 figures

Hindsight PRIORs for Reward Learning from Human Preferences

Mudit Verma, Katherine Metcalf

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments International Conference on Learning Representations, 2024

From Algebraic Word Problem to Program: A Formalized Approach

Adam Wiemerslage, Shafiuddin Rehan Ahmed

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.PL

Comments No longer useful work

Automatic Extraction of Linguistic Description from Fuzzy Rule Base

Krzysztof Siminski, Konrad Wnuk

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Learning Service Selection Decision Making Behaviors During Scientific Workflow Development

Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.LG

Comments 14 pages, 8 figures. arXiv admin note: text overlap with arXiv:2205.11771

An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems

Hanqing Yang, Marie Siew, Carlee Joe-Wong

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted at International Workshop on Foundation Models for Cyber-Physical Systems & Internet of Things (FMSys) 2024, Co-located at CPS-IoT Week 2024

Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey

Abdelwahed Khamis, Russell Tsuchida, Mohamed Tarek, Vivien Rolland, Lars Petersson

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Accepted @ TPAMI 24

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2024

TiC-CLIP: Continual Training of CLIP Models

Saurabh Garg, Mehrdad Farajtabar, Hadi Pouransari, Raviteja Vemulapalli, Sachin Mehta, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.LG

Comments ICLR 2024

Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models

Boxi Cao, Qiaoyu Tang, Hongyu Lin, Shanshan Jiang, Bin Dong, Xianpei Han, Jiawei Chen, Tianshu Wang, Le Sun

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL、cs.AI

Comments Accepted by LREC-COLING 2024

Universal Model in Online Customer Service

Shu-Ting Pi, Cheng-Ping Hsieh, Qun Liu, Yuying Zhu

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Journal ref Companion Proceedings of the ACM Web Conference 2023

Diffusion Models for Reinforcement Learning: A Survey

Zhengbang Zhu, Hanye Zhao, Haoran He, Yichao Zhong, Shenyu Zhang, Haoquan Guo, Tingting Chen, Weinan Zhang

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments Fixed typos