Title
Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward Han Weng Boyi Liu Yuanfeng Song Dun Zeng Yingxiang Yang Yi Zhan Longjie Cui Xiaoming Yin Yang Sun 2 0 0 18 May 2025
Can You Really Trust Code Copilots? Evaluating Large Language Models from a Code Security Perspective Yutao Mou Xiao Deng Yuxiao Luo Shikun Zhang Wei Ye ELM 21 0 0 15 May 2025
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 41 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
DSADF: Thinking Fast and Slow for Decision Making Alex Zhihao Dou Dongfei Cui Jun Yan Wei Wang Benteng Chen Haoming Wang Zeke Xie Shufei Zhang OffRL 41 0 0 13 May 2025
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions K. Teranishi Harshitha Menon William F. Godoy Prasanna Balaprakash David Bau ... Swaroop Pophale Pedro Valero-Lara Jeffrey S. Vetter Samuel Williams Aaron R. Young 33 0 0 13 May 2025
Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding Yifeng Di Tianyi Zhang 26 0 0 12 May 2025
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 61 0 0 06 May 2025
Thoughts without Thinking: Reconsidering the Explanatory Value of Chain-of-Thought Reasoning in LLMs through Agentic Pipelines R. Manuvinakurike Emanuel Moss E. A. Watkins Saurav Sahay G. Raffa L. Nachman LRM 31 0 0 01 May 2025
Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders Xuwei Yang Fatemeh Tavakoli D. B. Emerson Anastasis Kratsios FedML 62 0 0 30 Apr 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 62 0 0 30 Apr 2025
An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding Xiuwei Shang Zhenkan Fu Shaoyin Cheng Guoqiang Chen Gangyang Li Li Hu Weinan Zhang N. Yu 64 0 0 30 Apr 2025
AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Zijie Lin Yiqing Shen Qilin Cai He Sun Jinrui Zhou Mingjun Xiao 57 0 0 28 Apr 2025
Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks Kang Yang Xinjun Mao Shangwen Wang Yin Wang Tanghaoran Zhang Bo Lin Yihao Qin Zhang Zhang Yao Lu Kamal Al-Sabahi ALM 158 1 0 28 Apr 2025
CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain LingXiang Wang Hainan Zhang Qinnan Zhang Ziwei Wang Hongwei Zheng Jin Dong Zhiming Zheng 61 0 0 28 Apr 2025
Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling Ishan Kavathekar Raghav Donakanti Ponnurangam Kumaraguru Karthik Vaidhyanathan 58 0 0 27 Apr 2025
VeriDebug: A Unified LLM for Verilog Debugging via Contrastive Embedding and Guided Correction N. Wang Bingkun Yao Jie Zhou Yuchen Hu Xi Wang Nan Guan Zhe Jiang 41 0 0 27 Apr 2025
Circinus: Efficient Query Planner for Compound ML Serving Banruo Liu Wei-Yu Lin Minghao Fang Yihan Jiang Fan Lai LRM 36 0 0 23 Apr 2025
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators Yilun Zhou Austin Xu Peifeng Wang Caiming Xiong Shafiq R. Joty ELM ALM LRM 53 2 0 21 Apr 2025
LSR-MCTS: Alleviating Long Range Dependency in Code Generation Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Wanshi Xu Hai-Tao Zheng Yinghui Li Xin Su Zifei Shan LLMAG 62 0 0 10 Apr 2025
Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization Qingyang Zhang Haitao Wu Changqing Zhang Peilin Zhao Yatao Bian ReLM LRM 81 3 0 08 Apr 2025
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 52 2 0 07 Apr 2025
On Benchmarking Code LLMs for Android Malware Analysis Yiling He Hongyu She Xingzhi Qian Xinran Zheng Zhuo Chen Zhan Qin Lorenzo Cavallaro ELM 50 1 0 01 Apr 2025
Benchmarking Systematic Relational Reasoning with Large Language and Reasoning Models Irtaza Khalid Amir Masoud Nourollah Steven Schockaert LRM 40 0 0 30 Mar 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Jiakai Tang Sunhao Dai Teng Shi Jun Xu X. Chen Wen Chen Wu Jian Yuning Jiang LRM 75 5 0 28 Mar 2025
From Trial to Triumph: Advancing Long Video Understanding via Visual Context Sample Scaling and Self-reward Alignment Yucheng Suo Fan Ma Linchao Zhu T. Wang Fengyun Rao Yi Yang LRM 77 0 0 26 Mar 2025
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 83 4 0 19 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
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Bowen Jin Hansi Zeng Zhenrui Yue Dong Wang Sercan Ö. Arik Dong Wang Hamed Zamani J. Han RALM ReLM KELM OffRL AI4TS LRM 84 29 0 12 Mar 2025
Enhancing High-Quality Code Generation in Large Language Models with Comparative Prefix-Tuning Yuan Jiang Yujian Zhang Liang Lu Christoph Treude Xiaohong Su Shan Huang Tiantian Wang ALM 63 0 0 12 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
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models Yuchen Yan Yongliang Shen Y. Liu Jin Jiang Mengdi Zhang Jian Shao Yueting Zhuang LRM ReLM 53 3 0 09 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
IterPref: Focal Preference Learning for Code Generation via Iterative Debugging Jie Wu Haoling Li Xin Zhang Jianwen Luo Yangyu Huang Ruihang Chu Yi Yang Scarlett Li 75 0 0 04 Mar 2025
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code Seonghyeon Lee Heejae Chon Joonwon Jang Dongha Lee Hwanjo Yu ALM 39 0 0 02 Mar 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs Zixuan Weng Xiaolong Jin Jinyuan Jia Xiaotian Zhang AAML 152 0 0 27 Feb 2025
LeanProgress: Guiding Search for Neural Theorem Proving via Proof Progress Prediction Suozhi Huang Peiyang Song Robert Joseph George Anima Anandkumar AI4TS LRM 47 2 0 25 Feb 2025
Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling Yiwen Ding Zhiheng Xi Wei He Zhuoyuan Li Yitao Zhai Xiaowei Shi Xunliang Cai Tao Gui Qi Zhang Xuanjing Huang LRM 75 3 0 24 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 94 3 0 24 Feb 2025
Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models Raeid Saqur Anastasis Kratsios Florian Krach Yannick Limmer Jacob-Junqi Tian John Willes Blanka Horvath Frank Rudzicz MoE 53 0 0 24 Feb 2025
An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science Qiuhai Zeng Claire Jin Xinyue Wang Yuhan Zheng Qunhua Li 48 0 0 23 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
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity Dylan Zhang Justin Wang Tianran Sun 45 1 0 17 Feb 2025
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chetelat Dimitrios Tsaras Yingxue Zhang Hui-Ling Zhen Jianye Hao M. Yuan 60 1 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
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
From PowerPoint UI Sketches to Web-Based Applications: Pattern-Driven Code Generation for GIS Dashboard Development Using Knowledge-Augmented LLMs, Context-Aware Visual Prompting, and the React Framework Haowen Xu Xiao-Ying Yu 85 0 0 12 Feb 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding ziqi wang Muneeza Azmart Ang Li R. Horesh Mikhail Yurochkin 118 1 0 11 Feb 2025
CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Yijia Xiao Runhui Wang Luyang Kong Davor Golac Wei Wang LLMAG 165 0 0 10 Feb 2025