AI Agent

CAMEO:A Co-design Architecture for Multi-objective Energy System Optimization

Rounak Meyur, Tonya Martin, Sumit Purohit

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)

RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation

Daniel Fleischer, Moshe Berchansky, Moshe Wasserblat, Peter Izsak

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

Comments 10 pages

Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned

Yuan Liao, Jiang Bian, Yuhui Yun, Shuo Wang, Yubo Zhang, Jiaming Chu, Tao Wang, Kewei Li, Yuchen Li, Xuhong Li, Shilei Ji, Haoyi Xiong

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

Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning

Hongwei Jin, George Papadimitriou, Krishnan Raghavan, Pawel Zuk, Prasanna Balaprakash, Cong Wang, Anirban Mandal, Ewa Deelman

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

Comments 12 pages, 14 figures, paper is accepted by SC'24, source code, see: https://github.com/PoSeiDon-Workflows/LLM_AD

PathAlign: A vision-language model for whole slide images in histopathology

Faruk Ahmed, Andrew Sellergren, Lin Yang, Shawn Xu, Boris Babenko, Abbi Ward, Niels Olson, Arash Mohtashamian, Yossi Matias, Greg S. Corrado, Quang Duong, Dale R. Webster, Shravya Shetty, Daniel Golden, Yun Liu, David F. Steiner, Ellery Wulczyn

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

Comments 9 main pages and 19 pages of supplemental material; 3 main tables, 3 main figures and 11 supplemental tables, 7 supplemental figures

Reducing the Compilation Time of Quantum Circuits Using Pre-Compilation on the Gate Level

Nils Quetschlich, Lukas Burgholzer, Robert Wille

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)

Comments 11 pages, 8 Figures, minor changes, to be published at International Conference on Quantum Computing and Engineering (QCE), 2023

Effects of non-uniform number of actions by Hawkes process on spatial cooperation

Daiki Miyagawa, Genki Ichinose

专题命中 工作流自动化 ：agent(abstract)；multi-agent(abstract)

MAP-ADAPT: Real-Time Quality-Adaptive Semantic 3D Maps

Jianhao Zheng, Daniel Barath, Marc Pollefeys, Iro Armeni

专题命中 工作流自动化 ：agent(abstract)；autonomous agent(abstract)

Democratizing Propensity Score Matching Using Web Application

Adam Gajtkowski, Felipe Moraes

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)

Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis

Priyanka Nanayakkara, Hyeok Kim, Yifan Wu, Ali Sarvghad, Narges Mahyar, Gerome Miklau, Jessica Hullman

专题命中 工作流自动化 ：agent(abstract)；workflow(abstract)

Comments Published in IEEE Symposium on Security and Privacy (SP) 2024

Journal ref in 2024 IEEE Symposium on Security and Privacy (SP), San Francisco, CA, USA, 2024 pp. 231-231

Jill Watson: A Virtual Teaching Assistant powered by ChatGPT

Karan Taneja, Pratyusha Maiti, Sandeep Kakar, Pranav Guruprasad, Sanjeev Rao, Ashok K. Goel

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

Improving Dialogue Agents by Decomposing One Global Explicit Annotation with Local Implicit Multimodal Feedback

Dong Won Lee, Hae Won Park, Yoon Kim, Cynthia Breazeal, Louis-Philippe Morency

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

Comments 10 pages, 3 figures, 2 tables

Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts

Jing-Cheng Pang, Si-Hang Yang, Kaiyuan Li, Jiaji Zhang, Xiong-Hui Chen, Nan Tang, Yang Yu

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

GenAD: Generative End-to-End Autonomous Driving

Wenzhao Zheng, Ruiqi Song, Xianda Guo, Chenming Zhang, Long Chen

专题命中 工作流自动化 ：agent(abstract)；planning(abstract)

Comments Code is available at: https://github.com/wzzheng/GenAD

LLM Attributor: Interactive Visual Attribution for LLM Generation

Seongmin Lee, Zijie J. Wang, Aishwarya Chakravarthy, Alec Helbling, ShengYun Peng, Mansi Phute, Duen Horng Chau, Minsuk Kahng

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

Comments 8 pages, 3 figures, For a video demo, see https://youtu.be/mIG2MDQKQxM

Efficient Post-training Quantization with FP8 Formats

Haihao Shen, Naveen Mellempudi, Xin He, Qun Gao, Chang Wang, Mengni Wang

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

Implementation of Parallel Process Execution in the Next Generation System Analysis Model

Harish Gadey, Lucas Vander Wal, Robert Joseph

专题命中 工作流自动化 ：agent(abstract)；planning(abstract)

Comments Presented at the '2024 Waste Management Symposia'

Exploring LLM-based Agents for Root Cause Analysis

Devjeet Roy, Xuchao Zhang, Rashi Bhave, Chetan Bansal, Pedro Las-Casas, Rodrigo Fonseca, Saravan Rajmohan

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

ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation

Difei Gao, Lei Ji, Zechen Bai, Mingyu Ouyang, Peiran Li, Dongxing Mao, Qinchen Wu, Weichen Zhang, Peiyi Wang, Xiangwu Guo, Hengxu Wang, Luowei Zhou, Mike Zheng Shou

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

Comments Project Page: https://showlab.github.io/assistgui/

Comparing Generative Chatbots Based on Process Requirements

Luis Fernando Lins, Nathalia Nascimento, Paulo Alencar, Toacy Oliveira, Donald Cowan

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

Comments IEEE BigData

Enhancing Pipeline-Based Conversational Agents with Large Language Models

Mina Foosherian, Hendrik Purwins, Purna Rathnayake, Touhidul Alam, Rui Teimao, Klaus-Dieter Thoben

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

Efficient assessment of window views in high-rise, high-density urban areas using 3D color City Information Models

Maosu Li, Fan Xue, Anthony G. O. Yeh

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)

ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks

Yeonghun Kang, Jihan Kim

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

The Impact of Overall Optimization on Warehouse Automation

Hiroshi Yoshitake, Pieter Abbeel

专题命中 工作流自动化 ：agent(abstract)；multi-agent(abstract)

Comments 8 pages, 4 figures, accepted at International Conference on Intelligent Robots and Systems (IROS2023)

Autonomous artificial intelligence discovers mechanisms of molecular self-organization in virtual experiments

Hendrik Jung, Roberto Covino, A Arjun, Peter G. Bolhuis, Gerhard Hummer

专题命中 工作流自动化 ：agent(abstract)；AI agent(abstract)

Journal ref Nat Comput Sci 3, 334 345 (2023)

Towards a safe MLOps Process for the Continuous Development and Safety Assurance of ML-based Systems in the Railway Domain

Marc Zeller, Thomas Waschulzik, Reiner Schmid, Claus Bahlmann

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

Generating Finite Element Codes combining Adaptive Octrees with Complex Geometries

Eric Heisler, Cheng-Hau Yang, Aadesh Deshmukh, Baskar Ganapathysubramanian, Hari Sundar

专题命中 工作流自动化 ：tool use(abstract)；workflow(abstract)

MLOps: A Step Forward to Enterprise Machine Learning

A. I. Ullah Tabassam

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

Augmenting Autotelic Agents with Large Language Models

Cédric Colas, Laetitia Teodorescu, Pierre-Yves Oudeyer, Xingdi Yuan, Marc-Alexandre Côté

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

On procedural urban digital twin generation and visualization of large scale data

Sanjay Somanath, Vasilis Naserentin, Orfeas Eleftheriou, Daniel Sjölie, Beata Stahre Wästberg, Anders Logg

专题命中 工作流自动化 ：planning(abstract)；workflow(abstract)