Title
Qwen3 Technical Report An Yang A. Li Baosong Yang Beichen Zhang Binyuan Hui ... Zekun Wang Zeyu Cui Zhenru Zhang Zhenhong Zhou Zihan Qiu LLMAG OSLM LRM 42 0 0 14 May 2025
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 38 0 0 13 May 2025
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data David de-Fitero-Dominguez Antonio Garcia-Cabot Eva García-López SyDa 71 0 0 12 May 2025
Evolutionary thoughts: integration of large language models and evolutionary algorithms Antonio Jimeno Yepes Pieter Barnard 33 0 0 09 May 2025
Lossless Compression of Large Language Model-Generated Text via Next-Token Prediction Yu Mao Holger Pirk Chun Jason Xue 26 0 0 07 May 2025
WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch Zimu Lu Yiran Yang Houxing Ren Haotian Hou Han Xiao Ke Wang Weikang Shi Aojun Zhou Mingjie Zhan Yiming Li LLMAG 47 0 0 06 May 2025
MARCO: A Multi-Agent System for Optimizing HPC Code Generation Using Large Language Models Asif Rahman Veljko Cvetkovic Kathleen Reece Aidan Walters Yasir Hassan Aneesh Tummeti Bryan Torres Denise Cooney Margaret Ellis Dimitrios S. Nikolopoulos LLMAG 70 0 0 06 May 2025
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning Yibin Wang Zhimin Li Yuhang Zang Chunyu Wang Qinglin Lu Cheng Jin J. T. Wang LRM 48 0 0 06 May 2025
Leveraging LLMs to Automate Energy-Aware Refactoring of Parallel Scientific Codes M. Dearing Yiheng Tao Xingfu Wu Z. Lan V. Taylor 33 0 0 04 May 2025
CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation Sizhe Wang ziqi wang Dongsheng Ma Yongan Yu Rui Ling Zehan Li Feiyu Xiong Weinan Zhang LRM 60 0 0 30 Apr 2025
WebThinker: Empowering Large Reasoning Models with Deep Research Capability X. Li Jiajie Jin Guanting Dong Hongjin Qian Yutao Zhu Yongkang Wu Ji-Rong Wen Zhicheng Dou LLMAG LRM 97 2 0 30 Apr 2025
Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think Hasan Hammoud Hani Itani Guohao Li ReLM LRM 80 1 0 29 Apr 2025
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Minju Seo Jinheon Baek Seongyun Lee Sung Ju Hwang AI4CE 44 0 0 24 Apr 2025
Process Reward Models That Think Muhammad Khalifa Rishabh Agarwal Lajanugen Logeswaran Jaekyeom Kim Hao Peng Moontae Lee Honglak Lee Lu Wang OffRL ALM LRM 44 1 0 23 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen Jun Wang Weinan Zhang OffRL 31 0 0 21 Apr 2025
Think2SQL: Reinforce LLM Reasoning Capabilities for Text2SQL Simone Papicchio Simone Rossi Luca Cagliero Paolo Papotti ReLM LMTD AI4TS LRM 60 0 0 21 Apr 2025
Model Utility Law: Evaluating LLMs beyond Performance through Mechanism Interpretable Metric Yixin Cao Jiahao Ying Yue Wang Xipeng Qiu Xuanjing Huang Yugang Jiang ELM 44 2 0 10 Apr 2025
Leanabell-Prover: Posttraining Scaling in Formal Reasoning Jingyuan Zhang Qi Wang Xingguang Ji Yong Liu Yang Yue Fuzheng Zhang Di Zhang Guorui Zhou Kun Gai LRM 44 4 0 08 Apr 2025
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization Weiwei Sun Shengyu Feng Shanda Li Yiming Yang LLMAG 45 1 0 06 Apr 2025
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks Yusen Wu Junwu Xiong Xiaotie Deng LLMAG 38 0 0 04 Apr 2025
Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute Yingwei Ma Binhua Li Yihong Dong Xue Jiang Rongyu Cao J. Chen Fei Huang Yongqian Li LLMAG LRM 62 0 0 31 Mar 2025
Adaptive Layer-skipping in Pre-trained LLMs Xuan Luo Weizhi Wang Xifeng Yan 152 0 0 31 Mar 2025
A Comprehensive Study of LLM Secure Code Generation Shih-Chieh Dai Jun Xu Guanhong Tao ELM 51 0 0 18 Mar 2025
Bridging Social Psychology and LLM Reasoning: Conflict-Aware Meta-Review Generation via Cognitive Alignment Wei Chen Han Ding Meng Yuan Zhao Zhang Deqing Wang Fuzhen Zhuang 158 0 0 18 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar Jinbao Xue Mengxin Zheng Qian Lou 65 2 0 15 Mar 2025
PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models Runze He Bo Cheng Yuhang Ma Qingxiang Jia Shanyuan Liu Ao Ma Xiaoyu Wu Liebucha Wu Dawei Leng Yuhui Yin DiffM VLM 54 0 0 13 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Bo Liu Yunxiang Li Yangqiu Song Hanjing Wang Linyi Yang Mark W. Schmidt Jun Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 92 6 0 12 Mar 2025
Multi-Modal Foundation Models for Computational Pathology: A Survey Dong Li Guihong Wan Xintao Wu Xinyu Wu Xiaohui Chen Yi He Christine G. Lian Peter K. Sorger Yevgeniy R. Semenov Chen Zhao MedIm 46 0 0 12 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 61 1 0 11 Mar 2025
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation Wei Li Xin Zhang Zhongxin Guo Shaoguang Mao Wen Luo Guangyue Peng Yangyu Huang Houfeng Wang Scarlett Li 57 0 0 09 Mar 2025
Transferable Foundation Models for Geometric Tasks on Point Cloud Representations: Geometric Neural Operators Blaine Quackenbush P. Atzberger 3DPC AI4CE 65 2 0 06 Mar 2025
ThrowBench: Benchmarking LLMs by Predicting Runtime Exceptions Julian Aron Prenner Romain Robbes 61 0 0 06 Mar 2025
Robust Learning of Diverse Code Edits Tushar Aggarwal Swayam Singh Abhijeet Awasthi Aditya Kanade Nagarajan Natarajan SyDa 162 0 0 05 Mar 2025
Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference Thanh Le-Cong Bach Le Toby Murray LRM 52 1 0 22 Feb 2025
IPO: Your Language Model is Secretly a Preference Classifier Shivank Garg Ayush Singh Shweta Singh Paras Chopra 148 1 0 22 Feb 2025
CustomVideoX: 3D Reference Attention Driven Dynamic Adaptation for Zero-Shot Customized Video Diffusion Transformers D. She Mushui Liu Jingxuan Pang Jin Wang Zhen Yang ... Yi Wang Qihan Huang Haobin Tang Yunlong Yu Siming Fu VGen 96 4 0 21 Feb 2025
DataSciBench: An LLM Agent Benchmark for Data Science Dan Zhang Sining Zhoubian Min Cai Fengzu Li L. Yang Wei Wang Tianjiao Dong Ziniu Hu J. Tang Yisong Yue ALM ELM 46 2 0 20 Feb 2025
Integrating Expert Knowledge into Logical Programs via LLMs Franciszek Górski Oskar Wysocki Marco Valentino André Freitas 122 0 0 17 Feb 2025
Preference Optimization for Reasoning with Pseudo Feedback Fangkai Jiao Geyang Guo Xingxing Zhang Nancy F. Chen Shafiq R. Joty Furu Wei LRM 99 9 0 17 Feb 2025
A Unified Approach to Routing and Cascading for LLMs Jasper Dekoninck Maximilian Baader Martin Vechev 60 2 0 17 Feb 2025
SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors Bohan Lyu Siqiao Huang Zichen Liang Qi-An Sun Jiaming Zhang ELM LRM 60 0 0 16 Feb 2025
Valuable Hallucinations: Realizable Non-realistic Propositions Qiucheng Chen Bo Wang LRM 59 0 0 16 Feb 2025
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging Md. Ashraful Islam Mohammed Eunus Ali Md. Rizwan Parvez LLMAG 68 2 0 08 Feb 2025
Optimizing Temperature for Language Models with Multi-Sample Inference Weihua Du Yiming Yang Sean Welleck 62 2 0 07 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 127 9 0 05 Feb 2025
Learning to Generate Unit Tests for Automated Debugging Archiki Prasad Elias Stengel-Eskin Justin Chih-Yao Chen Zaid Khan Joey Tianyi Zhou ELM 88 1 0 03 Feb 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards Yue Liu Hongcheng Gao Shengfang Zhai Jun Xia Tianyi Wu Zhiwei Xue Yuhang Chen Kenji Kawaguchi Jiaheng Zhang Bryan Hooi AI4TS LRM 131 14 0 30 Jan 2025
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Zhaojian Yu Yilun Zhao Arman Cohan Xiao-Ping Zhang LRM 36 2 0 03 Jan 2025
Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey Junqiao Wang Zeng Zhang Yangfan He Yuyang Song Tianyu Shi ... Hengyuan Xu Kunyu Wu Guangwu Qian Qiuwu Chen Lewei He 38 11 0 03 Jan 2025
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Shanghaoran Quan Jiaxi Yang Bowen Yu Jian Xu Dayiheng Liu ... Zeyu Cui Yang Fan Wenjie Qu Binyuan Hui Junyang Lin ALM ELM LRM 72 15 0 02 Jan 2025