Title
Multimodal Prompt Decoupling Attack on the Safety Filters in Text-to-Image Models Xingkai Peng Jun Jiang Meng Tong Shuai Li Weiming Zhang Nenghai Yu Kejiang Chen 124 0 0 21 Sep 2025
From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations Benlu Wang Iris Xia Yifan Zhang Junda Wang Feiyun Ouyang Shuo Han Arman Cohan Hong-ye Yu Zonghai Yao ELM 132 2 0 20 Sep 2025
Generalizability of Large Language Model-Based Agents: A Comprehensive Survey Minxing Zhang Yi Yang Roy Xie Bhuwan Dhingra Shuyan Zhou Jian Pei LLMAG LM&Ro AI4CE 178 1 0 19 Sep 2025
REFER: Mitigating Bias in Opinion Summarisation via Frequency Framed Prompting Nannan Huang Haytham M. Fayek Xiuzhen Zhang 120 0 0 19 Sep 2025
SMARTER: A Data-efficient Framework to Improve Toxicity Detection with Explanation via Self-augmenting Large Language Models H. Nghiem Advik Sachdeva Hal Daumé III 143 0 0 18 Sep 2025
Large Language Models in Operations Research: Methods, Applications, and Challenges Yang Wang Kai Li OffRL AI4CE 262 0 0 18 Sep 2025
(P)rior(D)yna(F)low: A Priori Dynamic Workflow Construction via Multi-Agent Collaboration Yi Lin Lujin Zhao Yijie Shi AI4CE 112 0 0 18 Sep 2025
DSCC-HS: A Dynamic Self-Reinforcing Framework for Hallucination Suppression in Large Language Models Xiao Zheng HILM 100 0 0 17 Sep 2025
Slim-SC: Thought Pruning for Efficient Scaling with Self-Consistency Colin Hong Xu Guo Anand Chaanan Singh Esha Choukse Dmitrii Ustiugov LRM 82 2 0 17 Sep 2025
Mitigating Strategy Preference Bias in Emotional Support Conversation via Uncertainty Estimations Yougen Zhou Qin Chen Ningning Zhou Jie Zhou Xingjiao Wu Liang He 92 0 0 16 Sep 2025
PREFINE: Personalized Story Generation via Simulated User Critics and User-Specific Rubric Generation Kentaro Ueda Takehiro Takayanagi 92 0 0 16 Sep 2025
FVDebug: An LLM-Driven Debugging Assistant for Automated Root Cause Analysis of Formal Verification Failures Yunsheng Bai Ghaith Bany Hamad Chia-Tung Ho Syed Suhaib Haoxing Ren 60 2 0 16 Sep 2025
EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer Pukun Zhao Longxiang Wang Miaowei Wang Chen Chen Fanqing Zhou Haojian Huang 184 0 0 16 Sep 2025
An LLM Agentic Approach for Legal-Critical Software: A Case Study for Tax Prep Software Sina Gogani-Khiabani Ashutosh Trivedi Diptikalyan Saha Saeid Tizpaz-Niari ELM 83 0 0 16 Sep 2025
The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations Yubo Zhu Dongrui Liu Zecheng Lin Wei Tong Sheng Zhong Jing Shao 112 2 0 16 Sep 2025
AgenticIE: An Adaptive Agent for Information Extraction from Complex Regulatory Documents Gaye Colakoglu Gürkan Solmaz Jonathan Fürst 164 0 0 15 Sep 2025
Audited Reasoning Refinement: Fine-Tuning Language Models via LLM-Guided Step-Wise Evaluation and Correction Sumanta Bhattacharyya Sara Riazi Pedram Rooshenas LRM 159 0 0 15 Sep 2025
The Prompt Engineering Report Distilled: Quick Start Guide for Life Sciences Valentin Romanov Steven A Niederer VLM 80 0 0 14 Sep 2025
Self-Evolving LLMs via Continual Instruction Tuning Jiazheng Kang Le Huang Cheng-An Hou Zhe Zhao Zhenxiang Yan Chuan Shi CLL 323 0 0 14 Sep 2025
Free-MAD: Consensus-Free Multi-Agent Debate Yu Cui Hang Fu Haibin Zhang Licheng Wang Cong Zuo LRM 136 0 0 14 Sep 2025
Towards Automated Error Discovery: A Study in Conversational AI Dominic Petrak Thy Thy Tran Iryna Gurevych 116 0 0 13 Sep 2025
GAMA: A General Anonymizing Multi-Agent System for Privacy Preservation Enhanced by Domain Rules and Disproof Mechanism Hailong Yang Renhuo Zhao Guanjin Wang Zhaohong Deng LLMAG 178 0 0 12 Sep 2025
XAgents: A Unified Framework for Multi-Agent Cooperation via IF-THEN Rules and Multipolar Task Processing Graph Hailong Yang Mingxian Gu Jianqi Wang Guanjin Wang Zhaohong Deng LLMAG 75 0 0 12 Sep 2025
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems Minghang Zhu Zhengliang Shi Zhiwei Xu Shiguang Wu Lingjie Wang Pengjie Ren Zhaochun Ren Zhumin Chen 120 0 0 11 Sep 2025
Agents of Discovery Sascha Diefenbacher Anna Hallin Gregor Kasieczka Michael Krämer Anne Lauscher Tim Lukas LLMAG AI4CE 138 0 0 10 Sep 2025
Evaluating LLMs Without Oracle Feedback: Agentic Annotation Evaluation Through Unsupervised Consistency Signals Cheng Chen Haiyan Yin Ivor Tsang 144 1 0 10 Sep 2025
PromptGuard: An Orchestrated Prompting Framework for Principled Synthetic Text Generation for Vulnerable Populations using LLMs with Enhanced Safety, Fairness, and Controllability T. Vu Lam Nguyen Quynh Dao 116 0 0 10 Sep 2025
Co-Investigator AI: The Rise of Agentic AI for Smarter, Trustworthy AML Compliance Narratives Prathamesh Vasudeo Naik Naresh Kumar Dintakurthi Zhanghao Hu Yue Wang Robby Qiu 186 0 0 10 Sep 2025
Unleashing the True Potential of LLMs: A Feedback-Triggered Self-Correction with Long-Term Multipath Decoding Jipeng Li Zeyu Gao Yubin Qi Hande Dong Weijian Chen Qiang Lin KELM LRM 76 0 0 09 Sep 2025
Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting Shashidhar Reddy Javaji Bhavul Gauri Zining Zhu LRM 183 1 0 08 Sep 2025
UNH at CheckThat! 2025: Fine-tuning Vs Prompting in Claim Extraction Joe Wilder Nikhil Kadapala Benji Xu Mohammed Alsaadi Aiden Parsons Mitchell Rogers Palash Agarwal Adam Hassick Laura Dietz 52 0 0 08 Sep 2025
RAFFLES: Reasoning-based Attribution of Faults for LLM Systems Chenyang Zhu Spencer Hong Jingyu Wu Kushal Chawla Charlotte Tang Youbing Yin Nathan Wolfe Erin Babinsky Daben Liu 120 0 0 08 Sep 2025
Reverse-Engineered Reasoning for Open-Ended Generation Haozhe Wang Haoran Que Qixin Xu Minghao Liu Wangchunshu Zhou ... Wei Ye Tong Yang Wenhao Huang G. Zhang Fangzhen Lin ReLM LRM 188 9 0 07 Sep 2025
Empirical Study of Code Large Language Models for Binary Security Patch Detection Qingyuan Li Binchang Li Cuiyun Gao Shuzheng Gao Zongjie Li 80 1 0 07 Sep 2025
Orchestrator: Active Inference for Multi-Agent Systems in Long-Horizon Tasks Lukas Beckenbauer Johannes-Lucas Loewe Ge Zheng Alexandra Brintrup AI4CE 111 1 0 06 Sep 2025
Talk Isn't Always Cheap: Understanding Failure Modes in Multi-Agent Debate Andrea Wynn Harsh Satija Gillian Hadfield 167 9 0 05 Sep 2025
Schema Inference for Tabular Data Repositories Using Large Language Models Zhenyu Wu Jiaoyan Chen Norman W. Paton LMTD 112 0 0 04 Sep 2025
Guideline-Consistent Segmentation via Multi-Agent Refinement Vanshika Vats Ashwani Rathee James Davis VLM 192 0 0 04 Sep 2025
TAGAL: Tabular Data Generation using Agentic LLM Methods Benoît Ronval Pierre Dupont Siegfried Nijssen AIFin 124 0 0 04 Sep 2025
A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models Yanbo Wang Yongcan Yu Jian Liang Ran He HILM LRM 197 4 0 04 Sep 2025
Long-Horizon Visual Imitation Learning via Plan and Code Reflection Quan Chen Chenrui Shi Qi Chen Yuwei Wu Zhi Gao Xintong Zhang Rui Gao Kun Wu Yunde Jia 136 1 0 04 Sep 2025
Code Like Humans: A Multi-Agent Solution for Medical Coding Andreas Geert Motzfeldt Joakim Edin Casper L. Christensen Christian Hardmeier Lars Maaløe Anna Rogers 213 0 0 04 Sep 2025
ArcMemo: Abstract Reasoning Composition with Lifelong LLM Memory Matthew Ho Chen Si Zhaoxiang Feng Fangxu Yu Yichi Yang Zhijian Liu Zhiting Hu Lianhui Qin LRM 155 4 0 04 Sep 2025
Instance-Wise Adaptive Sampling for Dataset Construction in Approximating Inverse Problem Solutions Jiequn Han Kui Ren Nathan Soedjak 126 0 0 04 Sep 2025
KubeGuard: LLM-Assisted Kubernetes Hardening via Configuration Files and Runtime Logs Analysis Omri Sgan Cohen Ehud Malul Yair Meidan D. Mimran Yuval Elovici A. Shabtai 76 1 0 04 Sep 2025
AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems? G. Zhang Junhao Wang Junjie Chen Wangchunshu Zhou Kun Wang Shuicheng Yan LLMAG 290 10 0 03 Sep 2025
Mitigation of Gender and Ethnicity Bias in AI-Generated Stories through Model Explanations Martha O. Dimgba Sharon Oba Ameeta Agrawal Philippe J. Giabbanelli 97 0 0 03 Sep 2025
Planning with Reasoning using Vision Language World Model Delong Chen Theo Moutakanni Willy Chung Yejin Bang Ziwei Ji Allen Bolourchi Pascale Fung VGen VLM 233 9 0 02 Sep 2025
ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models Biddut Sarker Bijoy Mohammad Saqib Hasan Pegah Alipoormolabashi Avirup Sil A. Balasubramanian Niranjan Balasubramanian LLMAG 84 0 0 02 Sep 2025
RT-VLM: Re-Thinking Vision Language Model with 4-Clues for Real-World Object Recognition Robustness Junghyun Park Tuan Anh Nguyen Dugki Min VLM 120 0 0 01 Sep 2025