AI Agent

Simultaneous Training of First- and Second-Order Optimizers in Population-Based Reinforcement Learning

Felix Pfeiffer, Shahram Eivazi

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

Comments 8 pages, 5 figures

Large Language Models for Automatic Detection of Sensitive Topics

Ruoyu Wen, Stephanie Elena Crowe, Kunal Gupta, Xinyue Li, Mark Billinghurst, Simon Hoermann, Dwain Allan, Alaeddin Nassani, Thammathip Piumsomboon

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL

Comments 2024 Oz CHI conference

Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving

Sakhinana Sagar Srinivas, Vijay Sri Vaikunth, Venkataramana Runkana

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted for Publication by Association for the Advancement of Artificial Intelligence, Fall Symposium Series

Adversarial Examples in the Physical World: A Survey

Jiakai Wang, Xianglong Liu, Jin Hu, Donghua Wang, Siyang Wu, Tingsong Jiang, Yuanfang Guo, Aishan Liu, Jiantao Zhou

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG

Comments Adversarial examples, physical-world scenarios, attacks and defenses

Maintainability Challenges in ML: A Systematic Literature Review

Karthik Shivashankar, Antonio Martini

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.SE

Journal ref 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)

Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices

Shengyuan Ye, Liekang Zeng, Xiaowen Chu, Guoliang Xing, Xu Chen

专题命中 工作流自动化 ：planning(abstract)；分类 cs.AI、cs.LG

Comments Accepted by The 30th Annual International Conference on Mobile Computing and Networking (MobiCom'24)

Formally Verifying Deep Reinforcement Learning Controllers with Lyapunov Barrier Certificates

Udayan Mandal, Guy Amir, Haoze Wu, Ieva Daukantas, Fletcher Lee Newell, Umberto J. Ravaioli, Baoluo Meng, Michael Durling, Milan Ganai, Tobey Shim, Guy Katz, Clark Barrett

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

Comments To appear in FMCAD 2024

Multi-layer Sequence Labeling-based Joint Biomedical Event Extraction

Gongchi Chen, Pengchao Wu, Jinghang Gu, Longhua Qian, Guodong Zhou

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL

Comments 13 pages, 3 figures, accepted by NLPCC2024

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

Yushi Bai, Jiajie Zhang, Xin Lv, Linzhi Zheng, Siqi Zhu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL、cs.LG

BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

Kai Zhang, Rong Zhou, Eashan Adhikarla, Zhiling Yan, Yixin Liu, Jun Yu, Zhengliang Liu, Xun Chen, Brian D. Davison, Hui Ren, Jing Huang, Chen Chen, Yuyin Zhou, Sunyang Fu, Wei Liu, Tianming Liu, Xiang Li, Yong Chen, Lifang He, James Zou, Quanzheng Li, Hongfang Liu, Lichao Sun

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL

Comments Fix incorrect citations and add journal reference for the published version. Nat Med (2024)

A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model

Jingwen Zhou, Qinghua Lu, Jieshan Chen, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.SE

Comments Under review

Offline Training of Language Model Agents with Functions as Learnable Weights

Shaokun Zhang, Jieyu Zhang, Jiale Liu, Linxin Song, Chi Wang, Ranjay Krishna, Qingyun Wu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.CL

Comments 22 pages, 10 figures

Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning

Norman Di Palo, Leonard Hasenclever, Jan Humplik, Arunkumar Byravan

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

Comments Published at 3rd Conference on Lifelong Learning Agents (CoLLAs), 2024

Knowledge graphs for empirical concept retrieval

Lenka Tětková, Teresa Karen Scheidt, Maria Mandrup Fogh, Ellen Marie Gaunby Jørgensen, Finn Årup Nielsen, Lars Kai Hansen

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG

Comments Preprint. Accepted to The 2nd World Conference on eXplainable Artificial Intelligence

ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding

Zhen Chen, Zongming Zhang, Wenwu Guo, Xingjian Luo, Long Bai, Jinlin Wu, Hongliang Ren, Hongbin Liu

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL

Comments This work is accepted by IROS 2024 (Oral)

On the Opportunities of (Re)-Exploring Atmospheric Science by Foundation Models: A Case Study

Lujia Zhang, Hanzhe Cui, Yurong Song, Chenyue Li, Binhang Yuan, Mengqian Lu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

Comments 28 pages, 12 figures

Unveiling the Decision-Making Process in Reinforcement Learning with Genetic Programming

Manuel Eberhardinger, Florian Rupp, Johannes Maucher, Setareh Maghsudi

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted at: The Fifteenth International Conference on Swarm Intelligence (ICSI'2024)

Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models

Alexander R. Pelletier, Joseph Ramirez, Irsyad Adam, Simha Sankar, Yu Yan, Ding Wang, Dylan Steinecke, Wei Wang, Peipei Ping

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.CL

Intelligent Cross-Organizational Process Mining: A Survey and New Perspectives

Yiyuan Yang, Zheshun Wu, Yong Chu, Zhenghua Chen, Zenglin Xu, Qingsong Wen

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG

Comments Under review; 13 pages, 7 figures, 2 tables

An empirical study of testing machine learning in the wild

Moses Openja, Foutse Khomh, Armstrong Foundjem, Zhen Ming, Jiang, Mouna Abidi, Ahmed E. Hassan

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.LG、cs.SE

Comments Accepted paper at TOSEM journal

The Physics of Learning: From Autoencoders to Truly Autonomous Learning Machines

Alex Ushveridze

专题命中 工作流自动化 ：AI agent(abstract)；分类 cs.AI、cs.LG

Comments 17 pages, 4 figures

JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets

Zhihua Jin, Shiyi Liu, Haotian Li, Xun Zhao, Huamin Qu

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL、cs.LG

Comments 18 pages, 9 figures

Decentralized Semantic Traffic Control in AVs Using RL and DQN for Dynamic Roadblocks

Emanuel Figetakis, Yahuza Bello, Ahmed Refaey, Abdallah Shami

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

Inference Attacks: A Taxonomy, Survey, and Promising Directions

Feng Wu, Lei Cui, Shaowen Yao, Shui Yu

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG

Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels

Nicholas Pangakis, Samuel Wolken

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.CL、cs.LG

Comments In Proceedings of the Sixth Workshop on Natural Language Processing and Computational Social Science

When Large Language Models Meet Optical Networks: Paving the Way for Automation

Danshi Wang, Yidi Wang, Xiaotian Jiang, Yao Zhang, Yue Pang, Min Zhang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.CL

A Survey of Pipeline Tools for Data Engineering

Anthony Mbata, Yaji Sripada, Mingjun Zhong

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.LG

Comments 18 pages, 7 figures

Impact of AI-tooling on the Engineering Workspace

Lena Chretien, Nikolas Albarran

专题命中 工作流自动化 ：workflow(abstract)；分类 cs.AI、cs.SE

Towards a theory of out-of-distribution learning

Jayanta Dey, Ali Geisa, Ronak Mehta, Tyler M. Tomita, Hayden S. Helm, Haoyin Xu, Eric Eaton, Jeffery Dick, Carey E. Priebe, Joshua T. Vogelstein

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.LG

You Only Look at Screens: Multimodal Chain-of-Action Agents

Zhuosheng Zhang, Aston Zhang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI、cs.CL

Comments Findings of ACL 2024