AI Agent

The Textbook of Tomorrow: Rethinking Course Material Interfacing in the Era of GPT

Audrey Olson, Pratyusha Maiti, Ashok Goel

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

Comments 5 pages, 2 figures

VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis

Zhipeng Chen, Lan Yang, Yonggang Qi, Honggang Zhang, Kaiyue Pang, Ke Li, Yi-Zhe Song

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

Comments The paper has been accepted by AAAI 2025. Paper code: https://github.com/FelixChan9527/VersaGen_official

Adaptable and Precise: Enterprise-Scenario LLM Function-Calling Capability Training Pipeline

Guancheng Zeng, Wentao Ding, Beining Xu, Chi Zhang, Wenqiang Han, Gang Li, Jingjing Mo, Pengxu Qiu, Xinran Tao, Wang Tao, Haowen Hu

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

Comments 23 pages, 6 figures, 7 tables

A Deep Learning-Based Fully Automated Pipeline for Regurgitant Mitral Valve Anatomy Analysis From 3D Echocardiography

Riccardo Munafò, Simone Saitta, Giacomo Ingallina, Paolo Denti, Francesco Maisano, Eustachio Agricola, Alberto Redaelli, Emiliano Votta

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

Journal ref IEEE Access (Volume:12) (2024) 5295 - 5308

Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction

Sergio Burdisso, Srikanth Madikeri, Petr Motlicek

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

Comments Accepted to EMNLP 2024 main conference

Journal ref https://aclanthology.org/2024.emnlp-main.310/

UrbanWorld: An Urban World Model for 3D City Generation

Yu Shang, Yuming Lin, Yu Zheng, Hangyu Fan, Jingtao Ding, Jie Feng, Jiansheng Chen, Li Tian, Yong Li

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

Comments 14 pages

CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations

Chen Wei, Jiachen Zou, Dietmar Heinke, Quanying Liu

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

WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks

Michael Wornow, Avanika Narayan, Ben Viggiano, Ishan S. Khare, Tathagat Verma, Tibor Thompson, Miguel Angel Fuentes Hernandez, Sudharsan Sundar, Chloe Trujillo, Krrish Chawla, Rongfei Lu, Justin Shen, Divya Nagaraj, Joshua Martinez, Vardhan Agrawal, Althea Hudson, Nigam H. Shah, Christopher Re

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

Lesion Segmentation in Whole-Body Multi-Tracer PET-CT Images; a Contribution to AutoPET 2024 Challenge

Mehdi Astaraki, Simone Bendazzoli

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

Comments 7 pages, 4 tables, 1 figure, AutoPET MICCAI 24

A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models

Dibaloke Chanda, Milan Aryal, Nasim Yahya Soltani, Masoud Ganji

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

Comments 20 pages, 19 figures and 9 tables

Large Language Models Synergize with Automated Machine Learning

Jinglue Xu, Jialong Li, Zhen Liu, Nagar Anthel Venkatesh Suryanarayanan, Guoyuan Zhou, Jia Guo, Hitoshi Iba, Kenji Tei

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

Comments published at TMLR

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Chris Lu, Cong Lu, Robert Tjarko Lange, Jakob Foerster, Jeff Clune, David Ha

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

Language Agents as Optimizable Graphs

Mingchen Zhuge, Wenyi Wang, Louis Kirsch, Francesco Faccio, Dmitrii Khizbullin, Jürgen Schmidhuber

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

Comments Project Website: https://gptswarm.org ; Github Repo: https://github.com/metauto-ai/gptswarm . In Forty-first International Conference on Machine Learning (2024)

Understanding the Helpfulness of Stale Bot for Pull-based Development: An Empirical Study of 20 Large Open-Source Projects

SayedHassan Khatoonabadi, Diego Elias Costa, Suhaib Mujahid, Emad Shihab

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

Comments Manuscript submitted to ACM Transactions on Software Engineering and Methodology

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