AI Agent

Machine Learning Co-pilot for Screening of Organic Molecular Additives for Perovskite Solar Cells

Yang Pu, Zhiyuan Dai, Yifan Zhou, Ning Jia, Hongyue Wang, Yerzhan Mukhametkarimov, Ruihao Chen, Hongqiang Wang, Zhe Liu

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

Practicable Black-box Evasion Attacks on Link Prediction in Dynamic Graphs -- A Graph Sequential Embedding Method

Jiate Li, Meng Pang, Binghui Wang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

The impact of AI on engineering design procedures for dynamical systems

Kristin M. de Payrebrune, Kathrin Flaßkamp, Tom Ströhla, Thomas Sattel, Dieter Bestle, Benedict Röder, Peter Eberhard, Sebastian Peitz, Marcus Stoffel, Gulakala Rutwik, Borse Aditya, Meike Wohlleben, Walter Sextro, Maximilian Raff, C. David Remy, Manish Yadav, Merten Stender, Jan van Delden, Timo Lüddecke, Sabine C. Langer, Julius Schultz, Christopher Blech

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

Comments 23 pages, 9 figures, joint publication of the priority programme SPP 2353

Can Generative Models Improve Self-Supervised Representation Learning?

Sana Ayromlou, Vahid Reza Khazaie, Fereshteh Forghani, Arash Afkanpour

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

Comments To be published in AAAI 2025

JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation

Yao Yao, Peike Li, Boyu Chen, Alex Wang

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

Comments 9 pages, 3 figures, 3 tables, accepted by AAAI 2025

The Impact of AI Assistance on Radiology Reporting: A Pilot Study Using Simulated AI Draft Reports

Julián N. Acosta, Siddhant Dogra, Subathra Adithan, Kay Wu, Michael Moritz, Stephen Kwak, Pranav Rajpurkar

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

Learning Visually Grounded Domain Ontologies via Embodied Conversation and Explanation

Jonghyuk Park, Alex Lascarides, Subramanian Ramamoorthy

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Comments Accepted to, and to appear in the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25)

Predicting Emergency Department Visits for Patients with Type II Diabetes

Javad M Alizadeh, Jay S Patel, Gabriel Tajeu, Yuzhou Chen, Ilene L Hollin, Mukesh K Patel, Junchao Fei, Huanmei Wu

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

Comments This manuscript has been accepted and presented at AI-PHSS 2024: The 2024 International Workshop on AI Applications in Public Health and Social Services in conjunction with the 22nd International Conference of Artificial Intelligence in Medicine (AIME 2024)

A History Equivalence Algorithm for Dynamic Process Migration

Gargi Bakshi, Rushikesh K. Joshi

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

Beyond pip install: Evaluating LLM Agents for the Automated Installation of Python Projects

Louis Milliken, Sungmin Kang, Shin Yoo

专题命中 工作流自动化 ：agent(abstract)；分类 cs.SE

Deep-Learning Based Docking Methods: Fair Comparisons to Conventional Docking Workflows

Ajay N. Jain, Ann E. Cleves, W. Patrick Walters

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

Comments Post-Conclusion addendum added with additional reference and context, 19 pages including references and appendices, 7 figures

Materials-Discovery Workflows Guided by Symbolic Regression: Identifying Acid-Stable Oxides for Electrocatalysis

Akhil S. Nair, Lucas Foppa, Matthias Scheffler

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

Comments 8 pages, 4 figures

TrojanForge: Generating Adversarial Hardware Trojan Examples Using Reinforcement Learning

Amin Sarihi, Peter Jamieson, Ahmad Patooghy, Abdel-Hameed A. Badawy

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

Gaussian Processes for Probabilistic Estimates of Earthquake Ground Shaking: A 1-D Proof-of-Concept

Sam A. Scivier, Tarje Nissen-Meyer, Paula Koelemeijer, Atılım Güneş Baydin

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

Comments 8 pages, 2 figures, accepted in the Machine Learning and the Physical Sciences Workshop at NeurIPS 2024

Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks

Shixuan Liu, Changjun Fan, Kewei Cheng, Yunfei Wang, Peng Cui, Yizhou Sun, Zhong Liu

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

G-RAG: Knowledge Expansion in Material Science

Radeen Mostafa, Mirza Nihal Baig, Mashaekh Tausif Ehsan, Jakir Hasan

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

DroidCall: A Dataset for LLM-powered Android Intent Invocation

Weikai Xie, Li Zhang, Shihe Wang, Rongjie Yi, Mengwei Xu

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

A Practical Approach to Formal Methods: An Eclipse Integrated Development Environment (IDE) for Security Protocols

Rémi Garcia, Paolo Modesti

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

Comments 51 pages, 19 figures

Journal ref Electronics, Volume 13, Number 23, 2024

An iterated learning model of language change that mixes supervised and unsupervised learning

Jack Bunyan, Seth Bullock, Conor Houghton

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments 33pages. (v2->v3 - revisions following referees report; the paper is now in press with PLoS Complex Systems)

Reward driven workflows for unsupervised explainable analysis of phases and ferroic variants from atomically resolved imaging data

Kamyar Barakati, Yu Liu, Chris Nelson, Maxim A. Ziatdinov, Xiaohang Zhang, Ichiro Takeuchi, Sergei V. Kalinin

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

Comments 19 pages, 6 figures

Cross-Patient Pseudo Bags Generation and Curriculum Contrastive Learning for Imbalanced Multiclassification of Whole Slide Image

Yonghuang Wu, Xuan Xie, Xinyuan Niu, Chengqian Zhao, Jinhua Yu

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

Comments 9 pages, 4 figures

Lateral Movement Detection via Time-aware Subgraph Classification on Authentication Logs

Jiajun Zhou, Jiacheng Yao, Xuanze Chen, Shanqing Yu, Qi Xuan, Xiaoniu Yang

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

The \emph{Optimist}: Towards Fully Automated Graph Theory Research

Randy Davila

专题命中 工作流自动化 ：agent(abstract)；分类 cs.AI

Machine learning-enabled velocity model building with uncertainty quantification

Rafael Orozco, Huseyin Tuna Erdinc, Yunlin Zeng, Mathias Louboutin, Felix J. Herrmann

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

AudienceView: AI-Assisted Interpretation of Audience Feedback in Journalism

William Brannon, Doug Beeferman, Hang Jiang, Andrew Heyward, Deb Roy

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

Comments Accepted at CSCW Demo 2024. 5 pages, 2 figures

Journal ref Proc. CSCW (2024) 65-68

Predicting household socioeconomic position in Mozambique using satellite and household imagery

Carles Milà, Teodimiro Matsena, Edgar Jamisse, Jovito Nunes, Quique Bassat, Paula Petrone, Elisa Sicuri, Charfudin Sacoor, Cathryn Tonne

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

Just Label the Repeats for In-The-Wild Audio-to-Score Alignment

Irmak Bukey, Michael Feffer, Chris Donahue

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

Comments 25th International Society for Music Information Retrieval Conference, San Francisco, 2024

Learning Better Representations From Less Data For Propositional Satisfiability

Mohamed Ghanem, Frederik Schmitt, Julian Siber, Bernd Finkbeiner

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

BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading

Maniraman Periyasamy, Marc Hölle, Marco Wiedmann, Daniel D. Scherer, Axel Plinge, Christopher Mutschler

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

PitRSDNet: Predicting Intra-operative Remaining Surgery Duration in Endoscopic Pituitary Surgery

Anjana Wijekoon, Adrito Das, Roxana R. Herrera, Danyal Z. Khan, John Hanrahan, Eleanor Carter, Valpuri Luoma, Danail Stoyanov, Hani J. Marcus, Sophia Bano

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

Comments Accepted to the Augmented Environments for Computer-Assisted Interventions (AE-CAI) Workshop at the Medical Image Computing and Computer-Assisted Interventions (MICCAI) Conference 2024