Title
Adaptive Graph Pruning for Multi-Agent Communication Boyi Li Zhonghan Zhao Der-Horng Lee Gaoang Wang LLMAG 40 0 0 03 Jun 2025
Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights M. Andreux Breno Baldas Skuk Hamza Benchekroun Emilien Biré Antoine Bonnet ... Marc Thibault L. Thiry Léo Tronchon Nicolas Usunier Tony Wu LLMAG 87 0 0 03 Jun 2025
Performance of leading large language models in May 2025 in Membership of the Royal College of General Practitioners-style examination questions: a cross-sectional analysis Richard Armitage ELM LM&MA AI4MH LRM 47 0 0 03 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 18 0 0 03 Jun 2025
Beyond Invisibility: Learning Robust Visible Watermarks for Stronger Copyright Protection Tianci Liu Tong Yang Quan Zhang Qi Lei WIGM AAML 42 0 0 03 Jun 2025
OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation Shengjia Zhang Junjie Wu Jiawei Chen Changwang Zhang Yudi Wu Wangchunshu Zhou Sheng Zhou Can Wang Jun Wang LRM 58 0 0 03 Jun 2025
Why do AI agents communicate in human language? Pengcheng Zhou Yinglun Feng Halimulati Julaiti Zhongliang Yang LLMAG 34 0 0 03 Jun 2025
Adaptive Task Vectors for Large Language Models Joonseong Kang Soojeong Lee Subeen Park Sumin Park Taero Kim Jihee Kim Ryunyi Lee Kyungwoo Song 22 0 0 03 Jun 2025
Text-guided Generation of Efficient Personalized Inspection Plans Xingpeng Sun Zherong Pan Xifeng Gao Kui Wu Aniket Bera 47 0 0 03 Jun 2025
ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities Yifan Duan Yihong Tang Kehai Chen Liqiang Nie Min Zhang 58 0 0 03 Jun 2025
RACE-Align: Retrieval-Augmented and Chain-of-Thought Enhanced Preference Alignment for Large Language Models Qihang Yan Xinyu Zhang Luming Guo Qi Zhang Feifan Liu AI4TS LRM 40 0 0 03 Jun 2025
V2X-UniPool: Unifying Multimodal Perception and Knowledge Reasoning for Autonomous Driving Xuewen Luo Fengze Yang Fan Ding Xiangbo Gao Shuo Xing Yang Zhou Zhengzhong Tu Chenxi Liu LRM 54 1 0 03 Jun 2025
Grounded Vision-Language Interpreter for Integrated Task and Motion Planning Jeremy Siburian Keisuke Shirai C. C. Beltran-Hernandez Masashi Hamaya Michael Görner Atsushi Hashimoto 20 0 0 03 Jun 2025
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM Yong Xiang C. L. Philip Chen Liyi Zeng Wei Yin Xin Liu Hu Li Wei Xu 58 0 0 03 Jun 2025
Data Pruning by Information Maximization Haoru Tan Sitong Wu Wei Huang Shizhen Zhao Xiaojuan Qi 59 1 0 02 Jun 2025
Unraveling Spatio-Temporal Foundation Models via the Pipeline Lens: A Comprehensive Review Yuchen Fang Hao Miao Yuxuan Liang Liwei Deng Yue Cui ... Yan Zhao T. Pedersen Christian S. Jensen Xiaofang Zhou Kai Zheng AI4TS AI4CE 58 0 0 02 Jun 2025
The State of Large Language Models for African Languages: Progress and Challenges Kedir Yassin Hussen W. Sewunetie Abinew Ali Ayele Sukairaj Hafiz Imam Shamsuddeen Hassan Muhammad Seid Muhie Yimam 21 0 0 02 Jun 2025
LAMARL: LLM-Aided Multi-Agent Reinforcement Learning for Cooperative Policy Generation Guobin Zhu Rui Zhou Wenkang Ji Shiyu Zhao 58 0 0 02 Jun 2025
Fodor and Pylyshyn's Legacy - Still No Human-like Systematic Compositionality in Neural Networks Tim Woydt Moritz Willig Antonia Wüst Lukas Helff Wolfgang Stammer Constantin Rothkopf Kristian Kersting 59 1 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 55 0 0 02 Jun 2025
RAISE: Reasoning Agent for Interactive SQL Exploration Fernando Granado R. Lotufo J. Pereira ReLM LRM 32 0 0 02 Jun 2025
Compiler Optimization via LLM Reasoning for Efficient Model Serving Sujun Tang Christopher Priebe R. Mahapatra Lianhui Qin H. Esmaeilzadeh LRM 60 0 0 02 Jun 2025
Reasoning-Based Approach with Chain-of-Thought for Alzheimer's Detection Using Speech and Large Language Models Chanwoo Park Anna Seo Gyeong Choi Sunghye Cho Chanwoo Kim LRM 42 0 0 02 Jun 2025
Natural, Artificial, and Human Intelligences E. Pothos Dominic Widdows 14 0 0 02 Jun 2025
GeoLocSFT: Efficient Visual Geolocation via Supervised Fine-Tuning of Multimodal Foundation Models Qiang Yi Lianlei Shan 45 0 0 02 Jun 2025
Incentivizing LLMs to Self-Verify Their Answers Fuxiang Zhang Jiacheng Xu Chaojie Wang Ce Cui Yang Liu Bo An ReLM LRM 49 0 0 02 Jun 2025
Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning Yihong Tang Kehai Chen Muyun Yang Zhengyu Niu Jing Li Tiejun Zhao Min Zhang LLMAG AI4CE LRM 46 0 0 02 Jun 2025
Weight-Space Linear Recurrent Neural Networks Roussel Desmond Nzoyem Nawid Keshtmand Idriss Tsayem David A.W. Barton Tom Deakin 22 0 0 01 Jun 2025
Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision Jiahui Zhou Dan Li Lin Li Zhuomin Chen Shunyu Wu Haozheng Ye Jian Lou Costas J. Spanos AI4TS LRM 31 0 0 01 Jun 2025
ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation Xinyi Liu Lipeng Ma Yixuan Li Weidong Yang Qingyuan Zhou Jiayi Song Shuhao Li Ben Fei LRM 38 0 0 01 Jun 2025
Culturally-Grounded Chain-of-Thought (CG-CoT):Enhancing LLM Performance on Culturally-Specific Tasks in Low-Resource Languages Madhavendra Thakur LRM 30 0 0 01 Jun 2025
Simple Prompt Injection Attacks Can Leak Personal Data Observed by LLM Agents During Task Execution Meysam Alizadeh Zeynab Samei Daria Stetsenko Fabrizio Gilardi SILM 48 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 30 0 0 01 Jun 2025
Evaluating the Unseen Capabilities: How Many Theorems Do LLMs Know? Xiang Li Jiayi Xin Qi Long Weijie J. Su ELM 13 0 0 01 Jun 2025
Legal Compliance Evaluation of Smart Contracts Generated By Large Language Models Chanuka Wijayakoon Hai Dong H.M.N. Dilum Bandara Z. Tari Anurag Soin AILaw ELM 43 0 0 01 Jun 2025
Structured Semantics from Unstructured Notes: Language Model Approaches to EHR-Based Decision Support Wu Hao Ran Xi Xi Furong Li Jingyi Lu Jian Jiang Hui Huang Yuzhuan Zhang Shi Li 21 0 0 01 Jun 2025
SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning Yihao Liu Shuocheng Li Lang Cao Yuhang Xie Mengyu Zhou Haoyu Dong Xiaojun Ma Shi Han Dongmei Zhang OffRL ReLM LRM 27 0 0 01 Jun 2025
GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking Yufei Zhan Ziheng Wu Yousong Zhu Rongkun Xue Ruipu Luo ... Zhentao He Zheming Yang Ming Tang Minghui Qiu Jinqiao Wang MLLM ReLM LRM 50 0 0 01 Jun 2025
MIRROR: Cognitive Inner Monologue Between Conversational Turns for Persistent Reflection and Reasoning in Conversational LLMs Nicole Hsing LRM 30 0 0 31 May 2025
Chain-of-Frames: Advancing Video Understanding in Multimodal LLMs via Frame-Aware Reasoning Sara Ghazanfari Francesco Croce Nicolas Flammarion Prashanth Krishnamurthy Farshad Khorrami S. Garg LRM 26 0 0 31 May 2025
Massively Multilingual Adaptation of Large Language Models Using Bilingual Translation Data Shaoxiong Ji Zihao Li Jaakko Paavola Indraneil Paul Hengyu Luo Jörg Tiedemann CLL 41 0 0 31 May 2025
Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs Yufa Zhou S. Wang Xingyu Dong Xiangqi Jin Yifang Chen Yue Min Kexin Yang Xingzhang Ren Dayiheng Liu Linfeng Zhang OffRL LRM 20 0 0 31 May 2025
LoHoVLA: A Unified Vision-Language-Action Model for Long-Horizon Embodied Tasks Yi Yang Jiaxuan Sun Siqi Kou Yihan Wang Zhijie Deng LM&Ro 20 0 0 31 May 2025
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements Petros Raptopoulos Giorgos Filandrianos Maria Lymperaiou Giorgos Stamou AILaw 34 0 0 31 May 2025
AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning Wei Fu Jiaxuan Gao Xujie Shen Chen Zhu Zhiyu Mei ... Jun Mei Jiashu Wang Tongkai Yang Binhang Yuan Yi Wu OffRL SyDa LRM 51 0 0 30 May 2025
S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Modelwith Spatio-Temporal Visual Representation Yichen Xie Runsheng Xu Tong He Jyh-Jing Hwang Katie Luo ... Letian Chen Yiren Lu Zhaoqi Leng Dragomir Anguelov Mingxing Tan VLM LRM 28 0 0 30 May 2025
The Road to Generalizable Neuro-Symbolic Learning Should be Paved with Foundation Models Adam Stein Aaditya Naik Neelay Velingker Mayur Naik Eric Wong NAI AI4CE 18 1 0 30 May 2025
ComposeRAG: A Modular and Composable RAG for Corpus-Grounded Multi-Hop Question Answering Ruofan Wu Youngwon Lee Fan Shu Danmei Xu Seung-won Hwang Z. Yao Y. He Feng Yan LRM 18 0 0 30 May 2025
Beyond Multiple Choice: Evaluating Steering Vectors for Adaptive Free-Form Summarization Joschka Braun Carsten Eickhoff Seyed Ali Bahrainian LLMSV 18 0 0 30 May 2025
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration Qinglin Zhu Runcong Zhao Hanqi Yan Yulan He Yudong Chen Lin Gui LRM 26 0 0 30 May 2025