AI Agent

Textual-to-Visual Iterative Self-Verification for Slide Generation

Yunqing Xu, Xinbei Ma, Jiyang Qiu, Hai Zhao

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

Comments Work in progress

"Always Nice and Confident, Sometimes Wrong": Developer's Experiences Engaging Large Language Models (LLMs) Versus Human-Powered Q&A Platforms for Coding Support

Jiachen Li, Elizabeth Mynatt, Varun Mishra, Jonathan Bell

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

μRL: Discovering Transient Execution Vulnerabilities Using Reinforcement Learning

M. Caner Tol, Kemal Derya, Berk Sunar

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents

Godfrey I

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments 19 pages, 1 figure, 6 tables

Declarative Privacy-Preserving Inference Queries

Hong Guan, Ansh Tiwari, Summer Gautier, Rajan Hari Ambrish, Lixi Zhou, Yancheng Wang, Deepti Gupta, Yingzhen Yang, Chaowei Xiao, Kanchan Chowdhury, Jia Zou

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

Natural Language-Based Synthetic Data Generation for Cluster Analysis

Michael J. Zellinger, Peter Bühlmann

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

Comments 21 pages, 11 figures

AIDE: Agentically Improve Visual Language Model with Domain Experts

Ming-Chang Chiu, Fuxiao Liu, Karan Sapra, Andrew Tao, Yaser Jacoob, Xuezhe Ma, Zhiding Yu, Guilin Liu

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

Comments 6 pages, 4 figures, 2 tables

A Machine Learning-Ready Data Processing Tool for Near Real-Time Forecasting

Maher A Dayeh, Michael J Starkey, Subhamoy Chatterjee, Heather Elliott, Samuel Hart, Kimberly Moreland

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

Journal ref IAC-24,D5,IP,12,x89662, 2024

Bridging the Safety Gap: A Guardrail Pipeline for Trustworthy LLM Inferences

Shanshan Han, Salman Avestimehr, Chaoyang He

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

Comments arXiv admin note: text overlap with arXiv:2406.10847

O1 Embedder: Let Retrievers Think Before Action

Ruiran Yan, Zheng Liu, Defu Lian

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

Predicting Parkinson's disease trajectory using clinical and functional MRI features: a reproduction and replication study

Elodie Germani, Nikhil Baghwat, Mathieu Dugré, Rémi Gau, Albert Montillo, Kevin Nguyen, Andrzej Sokolowski, Madeleine Sharp, Jean-Baptiste Poline, Tristan Glatard

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

Comments PLoS ONE, In press

Mock Deep Testing: Toward Separate Development of Data and Models for Deep Learning

Ruchira Manke, Mohammad Wardat, Foutse Khomh, Hridesh Rajan

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

Comments Accepted for publication in the proceedings of the 47th International Conference on Software Engineering (ICSE 2025)

Parametric type design in the era of variable and color fonts

Santhosh Thottingal

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

Comments Conference: Grapholinguistics in the 21st century - From graphemes to knowledge

owl2proto: Enabling Semantic Processing in Modern Cloud Micro-Services

Christian Banse, Angelika Schneider, Immanuel Kunz

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

Comments Accepted for publication at KEOD 2024

NeoRL: Efficient Exploration for Nonepisodic RL

Bhavya Sukhija, Lenart Treven, Florian Dörfler, Stelian Coros, Andreas Krause

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Transformers versus the EM Algorithm in Multi-class Clustering

Yihan He, Hong-Yu Chen, Yuan Cao, Jianqing Fan, Han Liu

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

Exploring Visual Embedding Spaces Induced by Vision Transformers for Online Auto Parts Marketplaces

Cameron Armijo, Pablo Rivas

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

Comments AAAI 2025 Workshop on AI for Social Impact: Bridging Innovations in Finance, Social Media, and Crime Prevention

Machine learning surrogates for efficient hydrologic modeling: Insights from stochastic simulations of managed aquifer recharge

Timothy Dai, Kate Maher, Zach Perzan

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

Comments 32 pages, 14 figures, 11 tables; updated to accepted manuscript

Journal ref Journal of Hydrology (2025), vol. 652, pp. 132606

Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs

Aly M. Kassem, Omar Mahmoud, Niloofar Mireshghallah, Hyunwoo Kim, Yulia Tsvetkov, Yejin Choi, Sherif Saad, Santu Rana

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

GiesKaNe: Bridging Past and Present in Grammatical Theory and Practical Application

Volker Emmrich

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

Direct Estimation of Porosity from Seismic Data using Rock and Wave Physics Informed Neural Networks (RW-PINN)

Divakar Vashisth, Tapan Mukerji

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

Journal ref The Leading Edge 41, 840-846 (2022)

Scalable Higher Resolution Polar Sea Ice Classification and Freeboard Calculation from ICESat-2 ATL03 Data

Jurdana Masuma Iqrah, Younghyun Koo, Wei Wang, Hongjie Xie, Sushil K. Prasad

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

Revealing the Learning Process in Reinforcement Learning Agents Through Attention-Oriented Metrics

Charlotte Beylier, Simon M. Hofmann, Nico Scherf

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Workshop on Scientific Methods for Understanding Deep Learning, NeurIPS 2024

Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer

Yaodong Yang, Guangyong Chen, Hongyao Tang, Furui Liu, Danruo Deng, Pheng Ann Heng

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments 15 pages, AAMAS 2025 version with appendix

Leveraging LLMs for Dynamic IoT Systems Generation through Mixed-Initiative Interaction

Bassam Adnan, Sathvika Miryala, Aneesh Sambu, Karthik Vaidhyanathan, Martina De Sanctis, Romina Spalazzese

专题命中 工作流自动化 ：agent(abstract)；分类 cs.SE

A framework for river connectivity classification using temporal image processing and attention based neural networks

Timothy James Becker, Derin Gezgin, Jun Yi He Wu, Mary Becker

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

Comments 15 pages, 8 figures

Conversation Games and a Strategic View of the Turing Test

Kaveh Aryan

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

RelCAT: Advancing Extraction of Clinical Inter-Entity Relationships from Unstructured Electronic Health Records

Shubham Agarwal, Vlad Dinu, Thomas Searle, Mart Ratas, Anthony Shek, Dan F. Stein, James Teo, Richard Dobson

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

CrySPAI: A new Crystal Structure Prediction Software Based on Artificial Intelligence

Zongguo Wang, Ziyi Chen, Yang Yuan, Yangang Wang

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

RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning

Zhihan Zheng, Haitao Yuan, Minxiao Chen, Shangguang Wang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Comments Accepted by SIGMOD 2025