AI Agent

BadApex: Backdoor Attack Based on Adaptive Optimization Mechanism of Black-box Large Language Models

Zhengxian Wu, Juan Wen, Wanli Peng, Ziwei Zhang, Yinghan Zhou, Yiming Xue

机构 * College of information electrical and engineering（信息电气工程学院） ； China Agricultural University（中国农业大学） 纠错

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments 16 pages, 6 figures

Calliope: An Online Generative Music System for Symbolic Multi-Track Composition

Renaud Bougueng Tchemeube, Jeff Ens, Philippe Pasquier

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

Comments 5 pages, 5 figures, first published at the 13th International Conference on Computational Creativity (ICCC 2022), Bozen-Bolzano, Italy

Knitting Robots: A Deep Learning Approach for Reverse-Engineering Fabric Patterns

Haoliang Sheng, Songpu Cai, Xingyu Zheng, Meng Cheng Lau

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

Journal ref Electronics, 14(8), 1605 (2025)

From Teacher to Colleague: How Coding Experience Shapes Developer Perceptions of AI Tools

Ilya Zakharov, Ekaterina Koshchenko, Agnia Sergeyuk

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

Comments GenAICHI: CHI 2025 Workshop on Generative AI and HCI

The Design Space of Recent AI-assisted Research Tools for Ideation, Sensemaking, and Scientific Creativity

Runlong Ye, Matthew Varona, Oliver Huang, Patrick Yung Kang Lee, Michael Liut, Carolina Nobre

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

RL-PINNs: Reinforcement Learning-Driven Adaptive Sampling for Efficient Training of PINNs

Zhenao Song

专题命中 工作流自动化 ：agent(abstract)；分类 cs.LG

TUMLS: Trustful Fully Unsupervised Multi-Level Segmentation for Whole Slide Images of Histology

Walid Rehamnia, Alexandra Getmanskaya, Evgeniy Vasilyev, Vadim Turlapov

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

Comments 32 pages, 15 figures, 3 tables, 42 references

Parsimonious Dataset Construction for Laparoscopic Cholecystectomy Structure Segmentation

Yuning Zhou, Henry Badgery, Matthew Read, James Bailey, Catherine Davey

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

Comments IEEE EMBS ISC Australia 2022

Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream Datasets

Yechao Zhang, Yuxuan Zhou, Tianyu Li, Minghui Li, Shengshan Hu, Wei Luo, Leo Yu Zhang

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

Comments To appear at IEEE Symposium on Security and Privacy 2025, 20 pages

NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes

Tianyang Xu, Haojie Zheng, Chengze Li, Haoxiang Chen, Yixin Liu, Ruoxi Chen, Lichao Sun

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

Diffusion-empowered AutoPrompt MedSAM

Peng Huang, Shu Hu, Bo Peng, Xun Gong, Penghang Yin, Hongtu Zhu, Xi Wu, Xin Wang

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

Leveraging Deep Operator Networks (DeepONet) for Acoustic Full Waveform Inversion (FWI)

Kamaljyoti Nath, Khemraj Shukla, Victor C. Tsai, Umair bin Waheed, Christian Huber, Omer Alpak, Chuen-Song Chen, Ligang Lu, Amik St-Cyr

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

Accelerate Coastal Ocean Circulation Model with AI Surrogate

Zelin Xu, Jie Ren, Yupu Zhang, Jose Maria Gonzalez Ondina, Maitane Olabarrieta, Tingsong Xiao, Wenchong He, Zibo Liu, Shigang Chen, Kaleb Smith, Zhe Jiang

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

Comments IPDPS 2025

Towards scientific machine learning for granular material simulations -- challenges and opportunities

Marc Fransen, Andreas Fürst, Deepak Tunuguntla, Daniel N. Wilke, Benedikt Alkin, Daniel Barreto, Johannes Brandstetter, Miguel Angel Cabrera, Xinyan Fan, Mengwu Guo, Bram Kieskamp, Krishna Kumar, John Morrissey, Jonathan Nuttall, Jin Ooi, Luisa Orozco, Stefanos-Aldo Papanicolopulos, Tongming Qu, Dingena Schott, Takayuki Shuku, WaiChing Sun, Thomas Weinhart, Dongwei Ye, Hongyang Cheng

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

Comments 35 pages, 17 figures

Scalable mixed-domain Gaussian process modeling and model reduction for longitudinal data

Juho Timonen, Harri Lähdesmäki

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

Universal Lymph Node Detection in Multiparametric MRI with Selective Augmentation

Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers

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

Comments Published at SPIE Medical Imaging 2023

Ontologies in Design: How Imagining a Tree Reveals Possibilites and Assumptions in Large Language Models

Nava Haghighi, Sunny Yu, James Landay, Daniela Rosner

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments 20 pages, 1 figure, 2 tables, CHI '25

Business Process Modeling Using a Metamodeling Approach

Valdis Vitolins

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

Scaling Laws in Scientific Discovery with AI and Robot Scientists

Pengsong Zhang, Heng Zhang, Huazhe Xu, Renjun Xu, Zhenting Wang, Cong Wang, Animesh Garg, Zhibin Li, Arash Ajoudani, Xinyu Liu

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

NLS: Natural-Level Synthesis for Hardware Implementation Through GenAI

Kaiyuan Yang, Huang Ouyang, Xinyi Wang, Bingjie Lu, Yanbo Wang, Charith Abhayaratne, Sizhao Li, Long Jin, Tiantai Deng

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

Comments 9 pages, 4 figures, and 5 tables. Submitted for IEEE Transactions on CAD. The same content was accepted by Design Automation Conference 2025 as a WIP Poster (not count as publication, so it's ok to submit the content elsewhere). TCAD info: https://ieeexplore.ieee.org/document/10186100 Submitted for review on 26th of Feb. Reference - TCAD-2025-0203

EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing

Kaizhi Zheng, Xiaotong Chen, Xuehai He, Jing Gu, Linjie Li, Zhengyuan Yang, Kevin Lin, Jianfeng Wang, Lijuan Wang, Xin Eric Wang

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

ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development

Borui Wan, Mingji Han, Yiyao Sheng, Yanghua Peng, Haibin Lin, Mofan Zhang, Zhichao Lai, Menghan Yu, Junda Zhang, Zuquan Song, Xin Liu, Chuan Wu

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

An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation

Peiming Guo, Sinuo Liu, Yanzhao Zhang, Dingkun Long, Pengjun Xie, Meishan Zhang, Min Zhang

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments Accepted by ICME2025

Artificial Intelligence in Pediatric Echocardiography: Exploring Challenges, Opportunities, and Clinical Applications with Explainable AI and Federated Learning

Mohammed Yaseen Jabarulla, Theodor Uden, Thomas Jack, Philipp Beerbaum, Steffen Oeltze-Jafra

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

Comments Submitted for peer review to an Elsevier journal. This version includes revisions to align with the journals guidelines and template. Any footnotes previously present in [V1] referring to Frontiers have been removed for clarity

Toward a Human-Centered AI-assisted Colonoscopy System in Australia

Hsiang-Ting Chen, Yuan Zhang, Gustavo Carneiro, Rajvinder Singh

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

Comments 4 pages, accepted by CHI '25 workshop Envisioning the Future of Interactive Health

MetaDE: Evolving Differential Evolution by Differential Evolution

Minyang Chen, Chenchen Feng, and Ran Cheng

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

Comments Accepted by IEEE TEVC

SeBS-Flow: Benchmarking Serverless Cloud Function Workflows

Larissa Schmid, Marcin Copik, Alexandru Calotoiu, Laurin Brandner, Anne Koziolek, Torsten Hoefler

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

A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Yingxue Xu, Yihui Wang, Fengtao Zhou, Jiabo Ma, Cheng Jin, Shu Yang, Jinbang Li, Zhengyu Zhang, Chenglong Zhao, Huajun Zhou, Zhenhui Li, Huangjing Lin, Xin Wang, Jiguang Wang, Anjia Han, Ronald Cheong Kin Chan, Li Liang, Xiuming Zhang, Hao Chen

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

Comments 62 pages

Benchmarking MedMNIST dataset on real quantum hardware

Gurinder Singh, Hongni Jin, Kenneth M. Merz

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

Large Language Models for Virtual Human Gesture Selection

Parisa Ghanad Torshizi, Laura B. Hensel, Ari Shapiro, Stacy C. Marsella

专题命中 工作流自动化 ：agent(abstract)；分类 cs.CL

Comments 9 pages, 6 figures, Accepted at the AAMAS 2025 conference