Title
AutoPatch: Multi-Agent Framework for Patching Real-World CVE Vulnerabilities Minjae Seo Wonwoo Choi Myoungsung You Seungwon Shin KELM 52 0 0 07 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 40 0 0 07 May 2025
Leveraging LLMs to Automate Energy-Aware Refactoring of Parallel Scientific Codes M. Dearing Yiheng Tao Xingfu Wu Z. Lan V. Taylor 24 0 0 04 May 2025
FineScope : Precision Pruning for Domain-Specialized Large Language Models Using SAE-Guided Self-Data Cultivation Chaitali Bhattacharyya Yeseong Kim 43 0 0 01 May 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 52 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 W. Zhang N. Yu 59 0 0 30 Apr 2025
CrashFixer: A crash resolution agent for the Linux kernel Alex Mathai Chenxi Huang Suwei Ma Jihwan Kim Hailie Mitchell Aleksandr Nogikh Petros Maniatis Franjo Ivančić Junfeng Yang Baishakhi Ray 55 0 0 29 Apr 2025
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report Paul Kassianik Baturay Saglam Alexander Chen Blaine Nelson Anu Vellore ... Hyrum Anderson Kojin Oshiba Omar Santos Yaron Singer Amin Karbasi PILM 56 0 0 28 Apr 2025
Prompting LLMs for Code Editing: Struggles and Remedies Daye Nam Ahmed Omran Ambar Murillo Saksham Thakur Abner Araujo Marcel Blistein Alexander Frömmgen Vincent J. Hellendoorn Satish Chandra KELM 66 0 0 28 Apr 2025
Evaluate-and-Purify: Fortifying Code Language Models Against Adversarial Attacks Using LLM-as-a-Judge Wenhan Mu Ling Xu Shuren Pei Le Mi Huichi Zhou AAML ELM 48 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 48 1 0 28 Apr 2025
Random-Set Large Language Models Muhammad Mubashar Shireen Kudukkil Manchingal Fabio Cuzzolin 61 0 0 25 Apr 2025
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models Bang An Shiyue Zhang Mark Dredze 54 0 0 25 Apr 2025
BELL: Benchmarking the Explainability of Large Language Models Syed Quiser Ahmed Bharathi Vokkaliga Ganesh Jagadish Babu P Karthick Selvaraj ReddySiva Naga Parvathi Devi Sravya Kappala ELM 75 0 0 22 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
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 36 1 0 07 Apr 2025
MG-Gen: Single Image to Motion Graphics Generation with Layer Decomposition Takahiro Shirakawa Tomoyuki Suzuki Daichi Haraguchi VGen 36 0 0 03 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
RocketPPA: Ultra-Fast LLM-Based PPA Estimator at Code-Level Abstraction Armin Abdollahi M. Kamal Massoud Pedram MoE 53 1 0 27 Mar 2025
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 71 3 0 19 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar J. Xue Mengxin Zheng Qian Lou 51 2 0 15 Mar 2025
Hybrid Agents for Image Restoration Bingchen Li X. Li Yiting Lu Zhibo Chen 71 1 0 13 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 54 0 0 12 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 54 1 0 11 Mar 2025
Seesaw: High-throughput LLM Inference via Model Re-sharding Qidong Su Wei Zhao X. Li Muralidhar Andoorveedu Chenhao Jiang Zhanda Zhu Kevin Song Christina Giannoula Gennady Pekhimenko LRM 68 0 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 53 0 0 09 Mar 2025
SpiritSight Agent: Advanced GUI Agent with One Look Zhiyuan Huang Ziming Cheng Junting Pan Zhaohui Hou Mingjie Zhan LLMAG 83 2 0 05 Mar 2025
CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation Peiding Wang L. Zhang Fang Liu Lin Shi Minxiao Li Bo Shen An Fu ELM LRM 48 0 0 05 Mar 2025
CoServe: Efficient Collaboration-of-Experts (CoE) Model Inference with Limited Memory Jiashun Suo Xiaojian Liao Limin Xiao Li Ruan Jinquan Wang Xiao Su Zhisheng Huo 60 0 0 04 Mar 2025
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset Haider Asif Abdul Basit Nouhaila Innan Muhammad Kashif Alberto Marchisio Muhammad Shafique Muhammad Shafique 69 0 0 04 Mar 2025
Leveraging Large Language Models for Building Interpretable Rule-Based Data-to-Text Systems Jędrzej Warczyński Mateusz Lango Ondrej Dusek 36 0 0 28 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
SpinQuant: LLM quantization with learned rotations Zechun Liu Changsheng Zhao Igor Fedorov Bilge Soran Dhruv Choudhary Raghuraman Krishnamoorthi Vikas Chandra Yuandong Tian Tijmen Blankevoort MQ 124 76 0 21 Feb 2025
Varco Arena: A Tournament Approach to Reference-Free Benchmarking Large Language Models Seonil Son Ju-Min Oh Heegon Jin Cheolhun Jang Jeongbeom Jeong Kuntae Kim 39 0 0 20 Feb 2025
How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark Ruizhong Qiu Weiliang Will Zeng Hanghang Tong James Ezick Christopher Lott 84 15 0 20 Feb 2025
UniGenCoder: Merging Seq2Seq and Seq2Tree Paradigms for Unified Code Generation Liangying Shao Yanfu Yan Denys Poshyvanyk Jinsong Su 31 0 0 18 Feb 2025
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents Weizhe Chen Sven Koenig B. Dilkina LLMAG 94 8 0 17 Feb 2025
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models Weizhe Chen Zhicheng Zhang Guanlin Liu Renjie Zheng Wenlei Shi Chen Dun Zheng Wu Xing Jin Lin Yan ALM LRM 51 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
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
SELP: Generating Safe and Efficient Task Plans for Robot Agents with Large Language Models Yi Wu Z. Xiong Yiran Hu Shreyash S. Iyengar Nan Jiang Aniket Bera Lin Tan Suresh Jagannathan LM&Ro LLMAG 74 4 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
Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale Fan Zhou Zengzhi Wang Qian Liu Junlong Li Pengfei Liu ALM 88 14 0 17 Feb 2025
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning Gangwei Jiang Caigao Jiang Zhaoyi Li Siqiao Xue Jun-ping Zhou Linqi Song Defu Lian Yin Wei CLL MU 47 0 0 16 Feb 2025
InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU Heejun Lee G. Park Jaduk Suh Sung Ju Hwang 82 1 0 13 Feb 2025
Theoretical Benefit and Limitation of Diffusion Language Model Guhao Feng Yihan Geng Jian-Yu Guan Wei Yu Wu Liwei Wang Di He DiffM 45 0 0 13 Feb 2025
Logical forms complement probability in understanding language model (and human) performance Yixuan Wang Freda Shi ReLM LRM 71 2 0 13 Feb 2025
GoRA: Gradient-driven Adaptive Low Rank Adaptation Haonan He Peng Ye Yuchen Ren Yuan Yuan Lei Chen AI4TS AI4CE 70 0 0 13 Feb 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models Xu Huang Wenhao Zhu Hanxu Hu Conghui He Lei Li Shujian Huang Fei Yuan ELM 47 3 0 11 Feb 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 61 1 0 10 Feb 2025