Title
Managing Complex Failure Analysis Workflows with LLM-based Reasoning and Acting Agents Aline Dobrovsky Konstantin Schekotihin Christian Burmer LLMAG 20 0 0 18 Jun 2025
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents Zijian Zhou Ao Qu Zhaoxuan Wu Sunghwan Kim Alok Prakash Daniela Rus Jinhua Zhao Bryan Kian Hsiang Low Paul Liang LLMAG OffRL LRM 10 0 0 18 Jun 2025
Doppelganger Method: Breaking Role Consistency in LLM Agent via Prompt-based Transferable Adversarial Attack Daewon Kang YeongHwan Shin Doyeon Kim Kyu-Hwan Jung Meong Hi Son AAML SILM 47 0 0 17 Jun 2025
Towards Pervasive Distributed Agentic Generative AI -- A State of The Art Gianni Molinari Fabio Ciravegna LLMAG LM&Ro AI4CE 29 0 0 16 Jun 2025
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? Xixian Yong Jianxun Lian Xiaoyuan Yi Xiao Zhou Xing Xie LRM 20 0 0 16 Jun 2025
A Survey of Foundation Models for IoT: Taxonomy and Criteria-Based Analysis Hui Wei Dong Yoon Lee Shubham Rohal Zhizhang Hu Shiwei Fang Shijia Pan 23 0 0 13 Jun 2025
Prioritizing Alignment Paradigms over Task-Specific Model Customization in Time-Series LLMs Wei Li Yunyao Cheng Xinli Hao Chaohong Ma Yuxuan Liang Bin Yang Christian S.Jensen Xiaofeng Meng AI4TS 21 0 0 13 Jun 2025
Improving Named Entity Transcription with Contextual LLM-based Revision V. Trinh Xinlu He Jacob Whitehill KELM 108 0 0 12 Jun 2025
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science Yixin Ou Yujie Luo Jingsheng Zheng Lanning Wei Shuofei Qiao Jintian Zhang Da Zheng Huajun Chen Ningyu Zhang LLMAG AI4CE 111 0 0 12 Jun 2025
Application-Driven Value Alignment in Agentic AI Systems: Survey and Perspectives Wei Zeng Hengshu Zhu Chuan Qin Han Wu Yihang Cheng ... Xiaowei Jin Yinuo Shen Zhenxing Wang Feimin Zhong Hui Xiong AI4TS 65 0 0 11 Jun 2025
RePO: Replay-Enhanced Policy Optimization Siheng Li Zhanhui Zhou W. Lam Chao Yang Chaochao Lu OffRL 69 0 0 11 Jun 2025
Autonomous Computer Vision Development with Agentic AI Jin Kim Muhammad Wahi-Anwa S. Park Shawn Shin John M. Hoffman Matthew S. Brown LM&Ro 52 0 0 11 Jun 2025
Your Agent Can Defend Itself against Backdoor Attacks Li Changjiang Liang Jiacheng Cao Bochuan Chen Jinghui Wang Ting AAML LLMAG 51 0 0 10 Jun 2025
Position: Simulating Society Requires Simulating Thought Chance Jiajie Li Jiayi Wu Zhenze Mo Ao Qu Yuhan Tang ... Jiangbo Yu Jinhua Zhao Paul Liang Luis Alonso Kent Larson LM&Ro LRM AI4CE 23 0 0 08 Jun 2025
United Minds or Isolated Agents? Exploring Coordination of LLMs under Cognitive Load Theory HaoYang Shang Xuan Liu Zi Liang J. Zhang Haibo Hu Song Guo LLMAG 24 0 0 07 Jun 2025
An Ontology for Representing Curriculum and Learning Material Antrea Christou Chris Davis Jaldi Joseph Zalewski Hande Küçük McGinty Pascal Hitzler C. Shimizu AI4Ed 50 0 0 06 Jun 2025
Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforce Yijia Shao Humishka Zope Yucheng Jiang Jiaxin Pei David Nguyen Erik Brynjolfsson Diyi Yang 22 0 0 06 Jun 2025
MAPLE: Multi-Agent Adaptive Planning with Long-Term Memory for Table Reasoning Ye Bai Minghan Wang Thuy-Trang Vu LLMAG OffRL RALM LRM 61 0 0 06 Jun 2025
When to Trust Context: Self-Reflective Debates for Context Reliability Zeqi Zhou Fang Wu Shayan Talaei Haokai Zhao Cheng Meixin Tinson Xu Amin Saberi Yejin Choi HILM 49 0 0 06 Jun 2025
Misalignment or misuse? The AGI alignment tradeoff Max Hellrigel-Holderbaum Leonard Dung 68 0 0 04 Jun 2025
A VLM-based Method for Visual Anomaly Detection in Robotic Scientific Laboratories Shiwei Lin Chenxu Wang Xiaozhen Ding Yi Wang Boyuan Du Lei Song Chenggang Wang Huaping Liu 23 0 0 04 Jun 2025
Evaluating Large Language Model Capabilities in Assessing Spatial Econometrics Research G. Arbia Luca Morandini V. Nardelli 13 0 0 04 Jun 2025
AgentMisalignment: Measuring the Propensity for Misaligned Behaviour in LLM-Based Agents Akshat Naik Patrick Quinn Guillermo Bosch Emma Gouné Francisco Javier Campos Zabala Jason Ross Brown Edward James Young 61 0 0 04 Jun 2025
SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL Yue Gong Chuan Lei X. Qin Kapil Vaidya Balakrishnan Narayanaswamy Tim Kraska 31 0 0 04 Jun 2025
The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Jack Bell Luigi Quarantiello Eric Nuertey Coleman Lanpei Li Malio Li Mauro Madeddu Elia Piccoli Vincenzo Lomonaco KELM 23 0 0 03 Jun 2025
Abstract Counterfactuals for Language Model Agents Edoardo Pona Milad Kazemi Yali Du David Watson Nicola Paoletti LLMAG 69 0 0 03 Jun 2025
ATAG: AI-Agent Application Threat Assessment with Attack Graphs Parth Atulbhai Gandhi Akansha Shukla David Tayouri Beni Ifland Yuval Elovici Rami Puzis A. Shabtai LLMAG 56 0 0 03 Jun 2025
An Empirical Study of Group Conformity in Multi-Agent Systems Min Choi Keonwoo Kim Sungwon Chae Sangyeob Baek LLMAG AI4CE 54 0 0 02 Jun 2025
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning Zhong Zhang Yaxi Lu Yikun Fu Yupeng Huo Shenzhi Yang ... Chongyi Wang Chi Chen Yuan Yao Zhiyuan Liu Maosong Sun LLMAG ALM 59 0 0 02 Jun 2025
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization Zouying Cao Runze Wang Yifei Yang Xinbei Ma Xiaoyong Zhu Bo Zheng Hai Zhao LLMAG 51 0 0 02 Jun 2025
FinRobot: Generative Business Process AI Agents for Enterprise Resource Planning in Finance Hongyang Yang Likun Lin Yang She Xinyu Liao Jiaoyang Wang Runjia Zhang Yuquan Mo Christina Dan Wang AI4CE 60 0 0 02 Jun 2025
Not All Jokes Land: Evaluating Large Language Models Understanding of Workplace Humor Moahmmadamin Shafiei Hamidreza Saffari 61 0 0 02 Jun 2025
HADA: Human-AI Agent Decision Alignment Architecture Tapio Pitkäranta Leena Pitkäranta 15 0 0 01 Jun 2025
Improving LLM Agents with Reinforcement Learning on Cryptographic CTF Challenges Lajos Muzsai David Imolai András Lukács LLMAG LRM 11 0 0 01 Jun 2025
EvoGit: Decentralized Code Evolution via Git-Based Multi-Agent Collaboration Beichen Huang Ran Cheng Kay Chen Tan 12 0 0 01 Jun 2025
Toward a Theory of Agents as Tool-Use Decision-Makers Hongru Wang Cheng Qian Manling Li Jiahao Qiu Boyang Xue Mengdi Wang Heng Ji Kam-Fai Wong 42 0 0 01 Jun 2025
PhotoArtAgent: Intelligent Photo Retouching with Language Model-Based Artist Agents Haoyu Chen Keda Tao Yizao Wang Xinlei Wang Lei Zhu Jinjin Gu KELM 41 0 0 29 May 2025
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems Xu Shen Yixin Liu Yiwei Dai Yili Wang Rui Miao Yue Tan Shirui Pan Xin Wang 48 0 0 29 May 2025
Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease Nic Dobbins Christelle Xiong Kristine Lan Meliha Yetisgen 32 0 0 29 May 2025
Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling Prachi Jadhav Hongwei Jin Ewa Deelman Prasanna Balaprakash LRM 12 0 0 29 May 2025
ScEdit: Script-based Assessment of Knowledge Editing Xinye Li Zunwen Zheng Qian Zhang Dekai Zhuang Jiabao Kang ... Qingbin Liu Xi Chen Zhiying Tu Dianhui Chu Dianbo Sui KELM 53 1 0 29 May 2025
Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition Hanting Chen Yasheng Wang Kai Han Dong Li Lin Li ... Hailin Hu Yehui Tang Dacheng Tao Xinghao Chen Yunhe Wang LRM 93 0 0 28 May 2025
Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Hoang Pham Thuy-Duong Nguyen Khac-Hoai Nam Bui LLMAG 29 0 0 28 May 2025
AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage Xuanle Zhao Zilin Sang Yuxuan Li Qi Shi Shuo Wang Duzhen Zhang Xu Han Zhiyuan Liu Maosong Sun Maosong Sun 75 1 0 27 May 2025
LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer Rasoul Zahedifar Sayyed Ali Mirghasemi Mahdieh Soleymani Baghshah Alireza Taheri LLMAG 57 0 0 26 May 2025
Recalibrating the Compass: Integrating Large Language Models into Classical Research Methods Tai-Quan Peng Xuzhen Yang 74 0 0 26 May 2025
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems Yu Shang Peijie Liu Yuwei Yan Zijing Wu Leheng Sheng ... An Zhang Fengli Xu Yu Wang M. Zhang Yong Li LLMAG 99 1 0 26 May 2025
OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction Haonan Zhang Run Luo Xiong Liu Yuchuan Wu Ting-En Lin ... Min Yang Lianli Gao Jingkuan Song Fei Huang Yongbin Li AI4CE 93 0 0 26 May 2025
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning Thang Nguyen Peter Chin Yu-Wing Tai LRM 74 1 0 26 May 2025
When Ethics and Payoffs Diverge: LLM Agents in Morally Charged Social Dilemmas Steffen Backmann David Guzman Piedrahita Emanuel Tewolde Rada Mihalcea Bernhard Schölkopf Zhijing Jin 87 0 0 25 May 2025