AI Agent

Attention-based UAV Trajectory Optimization for Wireless Power Transfer-assisted IoT Systems

Li Dong, Feibo Jiang, Yubo Peng

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Journal ref IEEE Transactions on Industrial Electronics,2025

GraphFuzz: Automated Testing of Graph Algorithm Implementations with Differential Fuzzing and Lightweight Feedback

Wenqi Yan, Manuel Rigger, Anthony Wirth, Van-Thuan Pham

专题命中 工具调用 ：planning(abstract)；分类 cs.SE

Assessing Simulation Knowledge and Proficiency Among Undergraduate Computing Students in Brazil: Insights and Results from a Survey Research

Fernando Brito Rodrigues, Valdemar Vicente Graciano Neto

专题命中 工具调用 ：tool use(abstract)；分类 cs.SE

The Breeze 2 Herd of Models: Traditional Chinese LLMs Based on Llama with Vision-Aware and Function-Calling Capabilities

MediaTek Research, :, Chan-Jan Hsu, Chia-Sheng Liu, Meng-Hsi Chen, Muxi Chen, Po-Chun Hsu, Yi-Chang Chen, Da-Shan Shiu

专题命中 工具调用 ：function calling(abstract)；分类 cs.CL

Quantile Multi-Armed Bandits with 1-bit Feedback

Ivan Lau, Jonathan Scarlett

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments ALT 2025

Privacy of the last iterate in cyclically-sampled DP-SGD on nonconvex composite losses

Weiwei Kong, Mónica Ribero

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

PalimpChat: Declarative and Interactive AI analytics

Chunwei Liu, Gerardo Vitagliano, Brandon Rose, Matt Prinz, David Andrew Samson, Michael Cafarella

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Mixture-of-Instructions: Aligning Large Language Models via Mixture Prompting

Bowen Xu, Shaoyu Wu, Kai Liu, Lulu Hu

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL

Looking into the Future of Health-Care Services: Can Life-Like Agents Change the Future of Health-Care Services?

Mohammad Saleh Torkestani, Robert Davis, Abdolhossein Sarrafzadeh

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 6 pages, 2 figures, 3rd International Conference on Machine Learning and Computing (ICMLC 2011): February 26-28, 2011, Singapore

Journal ref 3rd International Conference on Machine Learning and Computing (ICMLC 2011): February 26-28, 2011, Singapore. ISBN: 978-1-4244-9252-7

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Zhi Zheng, Zhuoliang Xie, Zhenkun Wang, Bryan Hooi

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

In-distribution adversarial attacks on object recognition models using gradient-free search

Spandan Madan, Tomotake Sasaki, Hanspeter Pfister, Tzu-Mao Li, Xavier Boix

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Utilizing API Response for Test Refinement

Devika Sondhi, Ananya Sharma, Diptikalyan Saha

专题命中 工具调用 ：agent(abstract)；分类 cs.SE

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her

Heting Gao, Hang Shao, Xiong Wang, Chaofan Qiu, Yunhang Shen, Siqi Cai, Yuchen Shi, Zihan Xu, Zuwei Long, Yike Zhang, Shaoqi Dong, Chaoyou Fu, Ke Li, Long Ma, Xing Sun

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Comments Demo Link: https://github.com/VITA-MLLM/LUCY

EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents

Yuhui Yun, Huilong Ye, Xinru Li, Ruojia Li, Jingfeng Deng, Li Li, Haoyi Xiong

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Cooperative Search and Track of Rogue Drones using Multiagent Reinforcement Learning

Panayiota Valianti, Kleanthis Malialis, Panayiotis Kolios, Georgios Ellinas

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

A Survey on Multi-Turn Interaction Capabilities of Large Language Models

Chen Zhang, Xinyi Dai, Yaxiong Wu, Qu Yang, Yasheng Wang, Ruiming Tang, Yong Liu

专题命中 工具调用 ：agentic(abstract)；分类 cs.CL

Comments Draft Version, 14 pages, Ongoing refinement over time

Evolving Deeper LLM Thinking

Kuang-Huei Lee, Ian Fischer, Yueh-Hua Wu, Dave Marwood, Shumeet Baluja, Dale Schuurmans, Xinyun Chen

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Jochre 3 and the Yiddish OCR corpus

Assaf Urieli, Amber Clooney, Michelle Sigiel, Grisha Leyfer

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL

Comments 10 pages, 4 figures

Beyond Item Dissimilarities: Diversifying by Intent in Recommender Systems

Yuyan Wang, Cheenar Banerjee, Samer Chucri, Fabio Soldo, Sriraj Badam, Ed H. Chi, Minmin Chen

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Stochastic normalizing flows for Effective String Theory

Michele Caselle, Elia Cellini, Alessandro Nada

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments 1+ 10 pages, 2 figures, contribution for the 41st International Symposium on Lattice Field Theory (Lattice 2024), 28 July - 3 August 2024, Liverpool, UK; v2: 1+ 10 pages, 2 figures, reference added

Fundamental Risks in the Current Deployment of General-Purpose AI Models: What Have We (Not) Learnt From Cybersecurity?

Mario Fritz

专题命中 工具调用 ：tool-use(abstract)；分类 cs.AI

FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction

Hangli Ge, Xiaojie Yang, Itsuki Matsunaga, Dizhi Huang, Noboru Koshizuka

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Accepted by IEEE BigData 2024

A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models

Gongbo Zhang, Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu, Justin F. Rousseau, Ziyang Xu, Zhiyong Lu, Chunhua Weng, Yifan Peng

专题命中 工具调用 ：workflow(abstract)；分类 cs.CL

Scalable Reinforcement Learning-based Neural Architecture Search

Amber Cassimon, Siegfried Mercelis, Kevin Mets

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 33 Pages, 19 Figures

Transformers Can Navigate Mazes With Multi-Step Prediction

Niklas Nolte, Ouail Kitouni, Adina Williams, Mike Rabbat, Mark Ibrahim

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 20 pages, 15 figures

Integrated trucks assignment and scheduling problem with mixed service mode docks: A Q-learning based adaptive large neighborhood search algorithm

Yueyi Li, Mehrdad Mohammadi, Xiaodong Zhang, Yunxing Lan, Willem van Jaarsveld

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 29 pages, 12 figures, 15 tables

Enhancing Retail Sales Forecasting with Optimized Machine Learning Models

Priyam Ganguly, Isha Mukherjee

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 2024 4th International Conference on Sustainable Expert Systems (ICSES)

OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising

Zhao Wang, Briti Gangopadhyay, Mengjie Zhao, Shingo Takamatsu

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Scaffold or Crutch? Examining College Students' Use and Views of Generative AI Tools for STEM Education

Karen D. Wang, Zhangyang Wu, L'Nard Tufts, Carl Wieman, Shima Salehi, Nick Haber

专题命中 工具调用 ：tool use(abstract)；分类 cs.AI

Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network

Hyeonsu Lyu, Jonggyu Jang, Harim Lee, Hyun Jong Yang

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments This paper has been accepted for publication in the IEEE Transactions on Wireless Communications