AI Agent

LookupFFN: Making Transformers Compute-lite for CPU inference

Zhanpeng Zeng, Michael Davies, Pranav Pulijala, Karthikeyan Sankaralingam, Vikas Singh

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

Comments ICML 2023

Architecting Data-Intensive Applications : From Data Architecture Design to Its Quality Assurance

Moamin Abughazala

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

Comments PhD thesis

Selective Visual Representations Improve Convergence and Generalization for Embodied AI

Ainaz Eftekhar, Kuo-Hao Zeng, Jiafei Duan, Ali Farhadi, Ani Kembhavi, Ranjay Krishna

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments See project website: https://embodied-codebook.github.io

NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services

Yuxuan Chen, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Jianjun Wu, Ekram Hossain, Honggang Zhang

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

Profile of Vulnerability Remediations in Dependencies Using Graph Analysis

Fernando Vera, Palina Pauliuchenka, Ethan Oh, Bai Chien Kao, Louis DiValentin, David A. Bader

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

Fairness Testing: A Comprehensive Survey and Analysis of Trends

Zhenpeng Chen, Jie M. Zhang, Max Hort, Mark Harman, Federica Sarro

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

Comments Accepted by ACM Transactions on Software Engineering and Methodology (TOSEM 2024). Please include TOSEM in any citations

Pre-trained Model-based Actionable Warning Identification: A Feasibility Study

Xiuting Ge, Chunrong Fang, Quanjun Zhang, Daoyuan Wu, Bowen Yu, Qirui Zheng, An Guo, Shangwei Lin, Zhihong Zhao, Yang Liu, Zhenyu Chen

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

AXNav: Replaying Accessibility Tests from Natural Language

Maryam Taeb, Amanda Swearngin, Eldon Schoop, Ruijia Cheng, Yue Jiang, Jeffrey Nichols

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

Comments Accepted into Conference on Human Factors in Computing Systems (CHI) 2024, 22 pages, 7 figures

RoboGrind: Intuitive and Interactive Surface Treatment with Industrial Robots

Benjamin Alt, Florian Stöckl, Silvan Müller, Christopher Braun, Julian Raible, Saad Alhasan, Oliver Rettig, Lukas Ringle, Darko Katic, Rainer Jäkel, Michael Beetz, Marcus Strand, Marco F. Huber

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

Comments 7 pages, 6 figures, accepted to the 2024 IEEE International Conference on Robotics and Automation (ICRA 2024)

Unveiling ChatGPT's Usage in Open Source Projects: A Mining-based Study

Rosalia Tufano, Antonio Mastropaolo, Federica Pepe, Ozren Dabić, Massimiliano Di Penta, Gabriele Bavota

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

Comments Paper accepted for publication at 21st International Conference on Mining Software Repositories (MASR'24)

Emergence of Grid-like Representations by Training Recurrent Networks with Conformal Normalization

Dehong Xu, Ruiqi Gao, Wen-Hao Zhang, Xue-Xin Wei, Ying Nian Wu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

An Interview Study on Third-Party Cyber Threat Hunting Processes in the U.S. Department of Homeland Security

William P. Maxam, James C. Davis

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

Comments Technical report accompanying a paper at USENIX Security 2024

Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation

Zizhong Li, Haopeng Zhang, Jiawei Zhang

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

Comments 10 pages, 8 figures

FedKit: Enabling Cross-Platform Federated Learning for Android and iOS

Sichang He, Beilong Tang, Boyan Zhang, Jiaoqi Shao, Xiaomin Ouyang, Daniel Nata Nugraha, Bing Luo

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

Comments This work has been accepted for demonstration on IEEE International Conference on Computer Communications (INFOCOM) 2024

OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models

Ali AhmadiTeshnizi, Wenzhi Gao, Madeleine Udell

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

User Behavior Simulation with Large Language Model based Agents

Lei Wang, Jingsen Zhang, Hao Yang, Zhiyuan Chen, Jiakai Tang, Zeyu Zhang, Xu Chen, Yankai Lin, Ruihua Song, Wayne Xin Zhao, Jun Xu, Zhicheng Dou, Jun Wang, Ji-Rong Wen

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments 28 pages, 9 figures

Enhancing Multi-Criteria Decision Analysis with AI: Integrating Analytic Hierarchy Process and GPT-4 for Automated Decision Support

Igor Svoboda, Dmytro Lande

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

Comments 24 pages, 1 figure

Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy

Zehao Dong, Yixin Chen, Hiram Gay, Yao Hao, Geoffrey D. Hugo, Pamela Samson, Tianyu Zhao

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

A Bayesian Optimization approach for calibrating large-scale activity-based transport models

Serio Agriesti, Vladimir Kuzmanovski, Jaakko Hollmén, Claudio Roncoli, Bat-hen Nahmias-Biran

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Journal ref IEEE Open Journal of Intelligent Transportation Systems, vol.4, pp. 740 - 754, 2023

Geometric quantum machine learning of BQP$^A$ protocols and latent graph classifiers

Chukwudubem Umeano, Vincent E. Elfving, Oleksandr Kyriienko

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

Comments 5 pages, 4 figures

Feature-Action Design Patterns for Storytelling Visualizations with Time Series Data

Saiful Khan, Scott Jones, Benjamin Bach, Jaehoon Cha, Min Chen, Julie Meikle, Jonathan C Roberts, Jeyan Thiyagalingam, Jo Wood, Panagiotis D. Ritsos

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

Surgical Phase and Instrument Recognition: How to identify appropriate Dataset Splits

Georgii Kostiuchik, Lalith Sharan, Benedikt Mayer, Ivo Wolf, Bernhard Preim, Sandy Engelhardt

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

Comments Accepted at IPCAI 2023 as long abstract; Submitted to IJCARS as original article; 21 pages, 10 figures, 3 tables

Evolutionary Tabletop Game Design: A Case Study in the Risk Game

Lana Bertoldo Rossato, Leonardo Boaventura Bombardelli, Anderson Rocha Tavares

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments Published in the 22nd Brazilian Symposium on Games and Digital Entertainment (SBGames 2023)

Journal ref 22nd Brazilian Symposium on Computer Games and Digital Entertainment (SBGames 2023)

[Lions: 1] and [Tigers: 2] and [Bears: 3], Oh My! Literary Coreference Annotation with LLMs

Rebecca M. M. Hicke, David Mimno

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

Comments Accepted to LaTeCH-CLfL 2024

Deterministic Computing Power Networking: Architecture, Technologies and Prospects

Qingmin Jia, Yujiao Hu, Xiaomao Zhou, Qianpiao Ma, Kai Guo, Huayu Zhang, Renchao Xie, Tao Huang, Yunjie Liu

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

Accelerated Cloud for Artificial Intelligence (ACAI)

Dachi Chen, Weitian Ding, Chen Liang, Chang Xu, Junwei Zhang, Majd Sakr

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

Detecting Structured Language Alternations in Historical Documents by Combining Language Identification with Fourier Analysis

Hale Sirin, Sabrina Li, Tom Lippincott

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

Comments Accepted to LaTeCH@EACL2024

Exploiting Liver CT scans in Colorectal Carcinoma genomics mutation classification

Daniele Perlo, Luca Berton, Alessia Delpiano, Francesca Menchini, Stefano Tibaldi, Marco Grosso, Paolo Fonio

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

Journal ref 2022 IEEE International Conference on Big Data (Big Data)

Growing from Exploration: A self-exploring framework for robots based on foundation models

Shoujie Li, Ran Yu, Tong Wu, JunWen Zhong, Xiao-Ping Zhang, Wenbo Ding

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

Comments 19 pages

TypeDance: Creating Semantic Typographic Logos from Image through Personalized Generation

Shishi Xiao, Liangwei Wang, Xiaojuan Ma, Wei Zeng

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

Comments 24 pages, 9 figures