Title
Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through Counterfactuals Xianzhen Luo Qingfu Zhu Zhiming Zhang Mingzheng Xu Tianhao Cheng ... Zheng Chu Shijie Xuyang Zhiyuan Ma YuanTao Fan Wanxiang Che AAML 7 0 0 20 May 2025
UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection Yang Zhao Kai Xiong Xiao Ding Li Du YangouOuyang ... Feiyu Xiong Bin Liu Dong Hu Bing Qin Ting Liu OffRL 7 0 0 18 May 2025
ChartEdit: How Far Are MLLMs From Automating Chart Analysis? Evaluating MLLMs' Capability via Chart Editing Xuanle Zhao Xuexin Liu Haoyue Yang Xianzhen Luo Fanhu Zeng Jianling Li Qi Shi Chi Chen 7 0 0 17 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
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
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 Wenbo Zhang N. Yu 67 0 0 30 Apr 2025
CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation Sizhe Wang Zihan Wang Dongsheng Ma Yongan Yu Rui Ling Zehan Li Zhiyu Li Wenbo Zhang LRM 65 0 0 30 Apr 2025
OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification Shangyu Li Juyong Jiang Tiancheng Zhao Jiasi Shen 49 0 0 29 Apr 2025
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Zifei Shan S. Zhang Yuxiao Dong Jie Tang LLMAG 77 0 0 27 Apr 2025
LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs Yunhui Xia Wei Shen Yan Wang Jason Klein Liu Huifeng Sun Siyue Wu Jian Hu Xiaolong Xu AI4TS 30 1 0 20 Apr 2025
SWE-Synth: Synthesizing Verifiable Bug-Fix Data to Enable Large Language Models in Resolving Real-World Bugs Minh V.T. Pham Huy N. Phan Hoang N. Phan Cuong Le Chi T. Nguyen Nghi D. Q. Bui SyDa 29 0 0 20 Apr 2025
Improving RL Exploration for LLM Reasoning through Retrospective Replay Shihan Dou Muling Wu Jingwen Xu Rui Zheng Tao Gui Qi Zhang Xuanjing Huang OffRL LRM 32 0 0 19 Apr 2025
Data-efficient LLM Fine-tuning for Code Generation Weijie Lv X. Xia Sheng-Jun Huang ALM SyDa 46 0 0 17 Apr 2025
ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs Yan Yang Yixia Li Hongru Wang Xuetao Wei Jianqiao Yu Yun-Nung Chen Guanhua Chen MoMe 28 0 0 17 Apr 2025
Zero-Shot Cross-Domain Code Search without Fine-Tuning Keyu Liang Ziqiang Liu Chao Liu Zhiyuan Wan David Lo Xiaohu Yang 26 0 0 10 Apr 2025
MM-IFEngine: Towards Multimodal Instruction Following Shengyuan Ding Shenxi Wu Xiangyu Zhao Yuhang Zang Haodong Duan Xiaoyi Dong Pan Zhang Yuhang Cao Dahua Lin Jiaqi Wang OffRL 60 1 0 10 Apr 2025
From 128K to 4M: Efficient Training of Ultra-Long Context Large Language Models C. Xu Ming-Yu Liu P. Xu Z. Liu Wei Ping M. Shoeybi Bo Li Bryan Catanzaro 27 1 0 08 Apr 2025
Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering Hamed Jelodar Samita Bai Parisa Hamedi Hesamodin Mohammadian R. Razavi-Far Ali Ghorbani 41 1 0 07 Apr 2025
OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs Wasi Uddin Ahmad Aleksander Ficek Mehrzad Samadi Jocelyn Huang Vahid Noroozi Somshubra Majumdar Boris Ginsburg ALM 42 1 0 05 Apr 2025
OpenCodeReasoning: Advancing Data Distillation for Competitive Coding Wasi Uddin Ahmad Sean Narenthiran Somshubra Majumdar Aleksander Ficek Siddhartha Jain Jocelyn Huang Vahid Noroozi Boris Ginsburg LRM 58 3 0 02 Apr 2025
Z1: Efficient Test-time Scaling with Code Zhaojian Yu Yinghao Wu Yilun Zhao Arman Cohan Xiao-Ping Zhang LRM 37 4 0 01 Apr 2025
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding Indraneil Paul Haoyi Yang Goran Glavas Kristian Kersting Iryna Gurevych AAML SyDa 46 0 0 27 Mar 2025
Vision as LoRA Han Wang Yongjie Ye Bingru Li Yuxiang Nie Jinghui Lu Jingqun Tang Yanjie Wang Can Huang 88 1 0 26 Mar 2025
Won: Establishing Best Practices for Korean Financial NLP Guijin Son Hyunwoo Ko Haneral Jung Chami Hwang 49 0 0 23 Mar 2025
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning Sheng Wang Pengan Chen Jingqi Zhou Qintong Li Jingwei Dong Jiahui Gao Boyang Xue Jiyue Jiang Lingpeng Kong Chuan Wu SyDa 66 0 0 21 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
Synthetic Data Generation Using Large Language Models: Advances in Text and Code Mihai Nadas Laura Diosan Andreea Tomescu SyDa 72 0 0 18 Mar 2025
RaSA: Rank-Sharing Low-Rank Adaptation Zhiwei He Zhaopeng Tu Xing Wang Xingyu Chen Zhaoxiang Wang Jiahao Xu Tian Liang Wenxiang Jiao Zizhuo Zhang Rui Wang ALM 90 1 0 16 Mar 2025
Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation Ge Li Kuo Tian Jinnan Qi Qinghan Fu Zhen Wu Xinyu Dai 41 0 0 12 Mar 2025
Investigating Execution-Aware Language Models for Code Optimization Federico Di Menna Luca Traini Gabriele Bavota Vittorio Cortellessa 61 0 0 11 Mar 2025
DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs Jongwoo Ko Tianyi Chen Sungnyun Kim Tianyu Ding Luming Liang Ilya Zharkov Se-Young Yun VLM 207 0 0 10 Mar 2025
RepoST: Scalable Repository-Level Coding Environment Construction with Sandbox Testing Yiqing Xie Alex Xie Divyanshu Sheth Pengfei Liu Daniel Fried Carolyn Rose LRM 62 0 0 10 Mar 2025
AI-driven control of bioelectric signalling for real-time topological reorganization of cells Gonçalo Hora de Carvalho AI4CE 48 0 0 10 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
GenAI for Simulation Model in Model-Based Systems Engineering Lin Zhang Y. Zhang Dusit Niyato Lei Ren Pengfei Gu Zhen Chen Y. Laili Wentong Cai Agostino Bruzzone AI4CE 41 0 0 09 Mar 2025
GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices Xudong Lu Yinghao Chen Renshou Wu Haohao Gao Xi Chen ... Fangyuan Li Yafei Wen Xiaoxin Chen Shuai Ren Hongsheng Li 78 0 0 08 Mar 2025
AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications Leming Shen Qiang Yang Yuanqing Zheng Mo Li 51 1 0 07 Mar 2025
Robust Learning of Diverse Code Edits Tushar Aggarwal Swayam Singh Abhijeet Awasthi Aditya Kanade Nagarajan Natarajan SyDa 201 0 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 175 1 0 05 Mar 2025
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding Zhangchen Xu Yang Liu Yueqin Yin Mingyuan Zhou Radha Poovendran ALM OffRL 84 7 0 04 Mar 2025
Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions Wentao Chen Lizhe Zhang Li Zhong Letian Peng Zilong Wang Jingbo Shang ELM 90 1 0 04 Mar 2025
Large-Scale Data Selection for Instruction Tuning Hamish Ivison Muru Zhang Faeze Brahman Pang Wei Koh Pradeep Dasigi ALM 75 1 0 03 Mar 2025
Advancing vision-language models in front-end development via data synthesis Tong Ge Yashu Liu Jieping Ye Tianyi Li Chao Wang 78 0 0 03 Mar 2025
DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models Y. Huang Peng Ye Chenyu Huang Jianjian Cao Lin Zhang Baopu Li Gang Yu Tao Chen MoMe MoE 61 1 0 03 Mar 2025
CrowdSelect: Synthetic Instruction Data Selection with Multi-LLM Wisdom Yisen Li Lingfeng Yang Wenxuan Shen Pan Zhou Yao Wan Weiwei Lin Danny Chen 75 0 0 03 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
GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development Leming Shen Qiang Yang Xinyu Huang Zijing Ma Yuanqing Zheng 27 1 0 02 Mar 2025
CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation K. Yan Hongcheng Guo Xuanqing Shi J. Xu Yaonan Gu Zehan Li ALM 99 0 0 26 Feb 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 90 3 0 26 Feb 2025