Title
Evaluating GPT- and Reasoning-based Large Language Models on Physics Olympiad Problems: Surpassing Human Performance and Implications for Educational Assessment Paul Tschisgale Holger Maus Fabian Kieser Ben Kroehs Stefan Petersen Peter Wulff ELM LRM 28 0 0 14 May 2025
Guiding LLM-based Smart Contract Generation with Finite State Machine Hao Luo Yuhao Lin Xiao Yan Xintong Hu Y. Wang Qiming Zeng Hao Wang Jiawei Jiang 31 0 0 13 May 2025
CodePDE: An Inference Framework for LLM-driven PDE Solver Generation Shanda Li Tanya Marwah Junhong Shen W. Sun Andrej Risteski Yiming Yang Ameet Talwalkar AI4CE 34 0 0 13 May 2025
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 34 0 0 13 May 2025
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning Zhaochen Su Linjie Li Mingyang Song Yunzhuo Hao Zhengyuan Yang ... Guanjie Chen Jiawei Gu Juntao Li Xiaoye Qu Yu Cheng OffRL LRM 25 0 0 13 May 2025
LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs K. M. S. Islam A. S. Nipu Jiawei Wu Praveen Madiraju 36 0 0 13 May 2025
Internet of Agents: Fundamentals, Applications, and Challenges Yuntao Wang Shaolong Guo Yanghe Pan Zhou Su Fahao Chen Tom H. Luan Peng Li Jiawen Kang Dusit Niyato LLMAG LM&Ro AI4CE 55 0 0 12 May 2025
FalseReject: A Resource for Improving Contextual Safety and Mitigating Over-Refusals in LLMs via Structured Reasoning Zhehao Zhang Weijie Xu Fanyou Wu Chandan K. Reddy 29 0 0 12 May 2025
Assessing the Chemical Intelligence of Large Language Models Nicholas T. Runcie Charlotte M. Deane Fergus Imrie ELM LRM 28 0 0 12 May 2025
LLM-Augmented Chemical Synthesis and Design Decision Programs Haorui Wang Jeff Guo Lingkai Kong R. Ramprasad Philippe Schwaller Yuanqi Du Chao Zhang 26 0 0 11 May 2025
Towards Human-Centric Autonomous Driving: A Fast-Slow Architecture Integrating Large Language Model Guidance with Reinforcement Learning Chengkai Xu Jiaqi Liu Yicheng Guo Y. Zhang Peng Hang Jian-jun Sun 26 0 0 11 May 2025
Evolutionary thoughts: integration of large language models and evolutionary algorithms Antonio Jimeno Yepes Pieter Barnard 29 0 0 09 May 2025
UniVLA: Learning to Act Anywhere with Task-centric Latent Actions Qingwen Bu Y. Yang Jisong Cai Shenyuan Gao Guanghui Ren Maoqing Yao Ping Luo Hongyang Li 84 0 0 09 May 2025
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification Ruxue Shi Hengrui Gu Xu Shen Xin Wang LMTD 132 0 0 09 May 2025
Large Language Model-driven Security Assistant for Internet of Things via Chain-of-Thought Mingfei Zeng Ming Xie Xixi Zheng Chunhai Li Chuan Zhang Liehuang Zhu 29 0 0 08 May 2025
Enigme: Generative Text Puzzles for Evaluating Reasoning in Language Models John Hawkins ReLM LRM 48 0 0 08 May 2025
Crosslingual Reasoning through Test-Time Scaling Zheng-Xin Yong Muhammad Farid Adilazuarda Jonibek Mansurov Ruochen Zhang Niklas Muennighoff Carsten Eickhoff Genta Indra Winata Julia Kreutzer Stephen H. Bach Alham Fikri Aji LRM ELM 116 0 0 08 May 2025
Rethinking Invariance in In-context Learning Lizhe Fang Yifei Wang Khashayar Gatmiry Lei Fang Y. Wang 46 2 0 08 May 2025
GroverGPT-2: Simulating Grover's Algorithm via Chain-of-Thought Reasoning and Quantum-Native Tokenization Min Chen Jinglei Cheng Pingzhi Li Haoran Wang Tianlong Chen Junyu Liu LRM 46 0 0 08 May 2025
Scalable Chain of Thoughts via Elastic Reasoning Yuhui Xu Hanze Dong Lei Wang Doyen Sahoo Junnan Li Caiming Xiong OffRL LRM 49 1 0 08 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 46 0 0 07 May 2025
Red Teaming the Mind of the Machine: A Systematic Evaluation of Prompt Injection and Jailbreak Vulnerabilities in LLMs Chetan Pathade AAML SILM 54 0 0 07 May 2025
Beyond Theorem Proving: Formulation, Framework and Benchmark for Formal Problem-Solving Qi Liu Xinhao Zheng Renqiu Xia Xingzhi Qi Qinxiang Cao Junchi Yan AIMat 45 0 0 07 May 2025
Large Means Left: Political Bias in Large Language Models Increases with Their Number of Parameters David Exler Mark Schutera Markus Reischl Luca Rettenberger 54 0 0 07 May 2025
Enhancing Granular Sentiment Classification with Chain-of-Thought Prompting in Large Language Models Vihaan Miriyala Smrithi Bukkapatnam Lavanya Prahallad LRM 26 0 0 07 May 2025
MonoCoP: Chain-of-Prediction for Monocular 3D Object Detection Zhihao Zhang Abhinav Kumar Girish Chandar Ganesan Xiaoming Liu 122 0 0 07 May 2025
An LLM-based Self-Evolving Security Framework for 6G Space-Air-Ground Integrated Networks Qi Qin Xinye Cao Guoshun Nan Sihan Chen Rushan Li ... Haitao Du Qimei Cui Pengxuan Mao Xiaofeng Tao Tony Q. S. Quek 27 0 0 06 May 2025
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making Jake Grigsby Yuke Zhu Michael S Ryoo Juan Carlos Niebles OffRL VLM 36 0 0 06 May 2025
Graph Drawing for LLMs: An Empirical Evaluation Walter Didimo Fabrizio Montecchiani Tommaso Piselli 42 0 0 06 May 2025
Interpretable Zero-shot Learning with Infinite Class Concepts Zihan Ye Shreyank N Gowda Shiming Chen Yaochu Jin Kaizhu Huang Xiaobo Jin VLM 35 0 0 06 May 2025
Soft Best-of-n Sampling for Model Alignment C. M. Verdun Alex Oesterling Himabindu Lakkaraju Flavio du Pin Calmon BDL 121 0 0 06 May 2025
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models Z. Wang Hongwei Li Rui Zhang Wenbo Jiang Kangjie Chen Tianwei Zhang Qingchuan Zhao Guowen Xu AAML 41 0 0 06 May 2025
LogisticsVLN: Vision-Language Navigation For Low-Altitude Terminal Delivery Based on Agentic UAVs Xinyuan Zhang Yonglin Tian Fei Lin Yue Liu Jing Ma Kornélia Sára Szatmáry Fei Wang 45 0 0 06 May 2025
SonicRAG : High Fidelity Sound Effects Synthesis Based on Retrival Augmented Generation Yu-Ren Guo Wen-Kai Tai 45 0 0 06 May 2025
DYSTIL: Dynamic Strategy Induction with Large Language Models for Reinforcement Learning Borui Wang Kathleen McKeown Rex Ying OffRL 34 0 0 06 May 2025
LogiDebrief: A Signal-Temporal Logic based Automated Debriefing Approach with Large Language Models Integration Zirong Chen Ziyan An Jennifer Reynolds Kristin Mullen Stephen Martini Meiyi Ma 29 0 0 06 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Z. Wang J. Wang Chi Ma Huiling Zhen M. Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 104 0 0 05 May 2025
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models Zhouliang Yu Ruotian Peng Keyi Ding Y. K. Li Zhongyuan Peng ... Huajian Xin W. R. Huang Yandong Wen Ge Zhang Weiyang Liu LRM 96 0 0 05 May 2025
SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning Tianjian Li Daniel Khashabi 55 0 0 05 May 2025
Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play Yemin Shi Yu Shu Siwei Dong Guangyi Liu Jaward Sesay Jingwen Li Zhiting Hu AuLLM VLM 45 0 0 05 May 2025
Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning Sergio Hernández-Gutiérrez Minttu Alakuijala Alexander Nikitin Pekka Marttinen LRM 52 2 0 05 May 2025
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL Jiarui Yao Yifan Hao Hanning Zhang Hanze Dong Wei Xiong Nan Jiang Tong Zhang LRM 57 0 0 05 May 2025
Automated Hybrid Reward Scheduling via Large Language Models for Robotic Skill Learning Changxin Huang Junyang Liang Yanbin Chang Jingzhao Xu Jianqiang Li 32 0 0 05 May 2025
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian T. Foster B. Blaiszik 45 0 0 05 May 2025
BLAB: Brutally Long Audio Bench Orevaoghene Ahia Martijn Bartelds Kabir Ahuja Hila Gonen Valentin Hofmann ... Noah Bennett Shinji Watanabe Noah A. Smith Yulia Tsvetkov Sachin Kumar AuLLM LM&MA VLM 53 0 0 05 May 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale datasets for Responsible LLMs Sai Krishna Mendu Harish Yenala Aditi Gulati Shanu Kumar Parag Agrawal 29 0 0 04 May 2025
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation Meng-Hao Guo Jiajun Xu Yi Zhang Jiaxi Song Haoyang Peng ... Yongming Rao Houwen Peng Han Hu Gordon Wetzstein Shi-Min Hu ELM LRM 57 0 0 04 May 2025
Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents Christian Schroeder de Witt AAML AI4CE 120 0 0 04 May 2025
LLM-OptiRA: LLM-Driven Optimization of Resource Allocation for Non-Convex Problems in Wireless Communications Xinyue Peng Yanming Liu Yihan Cang Chaoqun Cao Ming Chen 47 0 0 04 May 2025
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use Justin Ho Alexandra Colby William Fisher AILaw 39 0 0 04 May 2025