Title
Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding Yifeng Di Tianyi Zhang 11 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 49 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 19 0 0 01 May 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 W. Zhang N. Yu 59 0 0 30 Apr 2025
Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders Xuwei Yang Fatemeh Tavakoli D. B. Emerson Anastasis Kratsios FedML 57 0 0 30 Apr 2025
CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation Sizhe Wang Z. Wang Dongsheng Ma Yongan Yu Rui Ling Z. Li Feiyu Xiong W. Zhang LRM 55 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 55 0 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 51 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 Y. Wang Tanghaoran Zhang Bo Lin Yihao Qin Zhang Zhang Yao Lu Kamal Al-Sabahi ALM 54 1 0 28 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 31 0 0 27 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 50 0 0 27 Apr 2025
From Token to Line: Enhancing Code Generation with a Long-Term Perspective Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Hai-tao Zheng Yinghui Li Bingxu An Zhao Wei Y. Xu LLMAG 57 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 71 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 45 1 0 07 Apr 2025
On Benchmarking Code LLMs for Android Malware Analysis Yiling He Hongyu She Xingzhi Qian Xinran Zheng Zhuo Chen Z. Qin Lorenzo Cavallaro ELM 43 1 0 01 Apr 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 56 5 0 28 Mar 2025
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 78 3 0 19 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar J. Xue Mengxin Zheng Qian Lou 53 2 0 15 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 56 0 0 12 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 80 18 0 12 Mar 2025
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models Yuchen Yan Yongliang Shen Y. Liu Jin Jiang M. Zhang Jian Shao Yueting Zhuang LRM ReLM 53 3 0 09 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 55 0 0 09 Mar 2025
Robust Learning of Diverse Code Edits Tushar Aggarwal Swayam Singh Abhijeet Awasthi Aditya Kanade Nagarajan Natarajan SyDa 75 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 Y. Yang Scarlett Li 71 0 0 04 Mar 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs Zixuan Weng Xiaolong Jin Jinyuan Jia X. Zhang AAML 43 0 0 27 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 80 3 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 38 0 0 23 Feb 2025
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity Dylan Zhang Justin Wang Tianran Sun 36 0 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 50 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 8 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 47 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 73 0 0 12 Feb 2025
Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding Z. Wang Muneeza Azmart Ang Li R. Horesh Mikhail Yurochkin 107 0 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 65 0 0 10 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 64 2 0 08 Feb 2025
Optimizing Temperature for Language Models with Multi-Sample Inference Weihua Du Yiming Yang Sean Welleck 54 2 0 07 Feb 2025
Can Large Language Models Understand Intermediate Representations? Hailong Jiang Jianfeng Zhu Yao Wan B. Fang Hongyu Zhang Ruoming Jin Qiang Guan 50 1 0 07 Feb 2025
The Best Instruction-Tuning Data are Those That Fit Dylan Zhang Qirun Dai Hao Peng ALM 113 3 0 06 Feb 2025
Learning to Generate Unit Tests for Automated Debugging Archiki Prasad Elias Stengel-Eskin Justin Chih-Yao Chen Zaid Khan Mohit Bansal ELM 76 1 0 03 Feb 2025
Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Boostrapping Pu Yang Yunzhen Feng Ziyuan Chen Yuhang Wu Zhuoyuan Li DiffM 96 0 0 31 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 114 11 0 20 Jan 2025
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models Mingyang Song Zhaochen Su Xiaoye Qu Jiawei Zhou Yu-Xi Cheng LRM 45 29 0 06 Jan 2025
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Shanghaoran Quan Jiaxi Yang Bowen Yu Bo Zheng Dayiheng Liu ... Zeyu Cui Yang Fan Y. Zhang Binyuan Hui Junyang Lin ALM ELM LRM 64 13 0 02 Jan 2025
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models Huawen Feng Pu Zhao Qingfeng Sun Can Xu Fangkai Yang ... Qianli Ma Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang AAML ALM 62 0 0 23 Dec 2024
Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification Kyle Thompson Nuno Saavedra Pedro Carrott Kevin Fisher Alex Sanchez-Stern Yuriy Brun J. Ferreira Sorin Lerner E. First LRM 98 1 0 18 Dec 2024
AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework Meihao Fan Ju Fan Nan Tang Lei Cao Guoliang Li Xiaoyong Du LMTD 115 0 0 10 Dec 2024
Unifying KV Cache Compression for Large Language Models with LeanKV Yanqi Zhang Yuwei Hu Runyuan Zhao John C. S. Lui Haibo Chen MQ 94 5 0 04 Dec 2024
Yi-Lightning Technical Report 01. AI : Alan Wake Albert Wang Bei Chen ... Yuxuan Sha Zhaodong Yan Zhiyuan Liu Zirui Zhang Zonghong Dai OSLM 97 3 0 02 Dec 2024
Don't Mesh with Me: Generating Constructive Solid Geometry Instead of Meshes by Fine-Tuning a Code-Generation LLM Maximilian Mews Ansar Aynetdinov Vivian Schiller Peter Eisert Alan Akbik 3DV AI4CE 97 0 0 22 Nov 2024
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models Siming Huang Tianhao Cheng J.K. Liu Jiaran Hao L. Song ... Ge Zhang Zili Wang Yuan Qi Yinghui Xu Wei Chu ALM 70 16 0 07 Nov 2024