Title
AutoPatch: Multi-Agent Framework for Patching Real-World CVE Vulnerabilities Minjae Seo Wonwoo Choi Myoungsung You Seungwon Shin KELM 54 0 0 07 May 2025
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 62 0 0 05 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
Validating Network Protocol Parsers with Traceable RFC Document Interpretation Mingwei Zheng Danning Xie Qingkai Shi Chengpeng Wang X. Zhang 65 2 0 25 Apr 2025
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning Z. Wang K. Wang Q. Wang Pingyue Zhang Linjie Li ... Jiajun Wu L. Fei-Fei Lijuan Wang Yejin Choi Manling Li 76 1 0 24 Apr 2025
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Minju Seo Jinheon Baek Seongyun Lee S. Hwang AI4CE 35 0 0 24 Apr 2025
VeriMind: Agentic LLM for Automated Verilog Generation with a Novel Evaluation Metric Bardia Nadimi Ghali Omar Boutaib Hao Zheng 51 1 0 15 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
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 54 0 0 05 Mar 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
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? Wenzhe Li Yong Lin Mengzhou Xia Chi Jin MoE 80 2 0 02 Feb 2025
StringLLM: Understanding the String Processing Capability of Large Language Models Xilong Wang Hao Fu Jindong Wang Neil Zhenqiang Gong 49 0 0 28 Jan 2025
Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling Zhenyu Hou Xin Lv Rui Lu J. Zhang Y. Li Zijun Yao Juanzi Li J. Tang Yuxiao Dong OffRL LRM ReLM 49 20 0 20 Jan 2025
InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion Zhaoyi Yan Zhijie Sang Y. Zhang Yuhao Fu Baoyi He Qi Zhou Yining Di Chunlin Ji Shengyu Zhang Fei Wu MoMe LRM 55 1 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
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Fangyu Lei Jixuan Chen Yuxiao Ye Ruisheng Cao Dongchan Shin ... Caiming Xiong Ruoxi Sun Qian Liu Sida I. Wang Tao Yu LMTD 77 20 0 12 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 72 16 0 07 Nov 2024
MCCoder: Streamlining Motion Control with LLM-Assisted Code Generation and Rigorous Verification Yin Li Liangwei Wang Shiyuan Piao Boo-Ho Yang Ziyue Li Wei Zeng Fugee Tsung 23 0 0 19 Oct 2024
LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems Nan Xu Xuezhe Ma LRM 33 3 0 18 Oct 2024
Mastering the Craft of Data Synthesis for CodeLLMs Meng Chen Philip Arthur Qianyu Feng Cong Duy Vu Hoang Yu-Heng Hong ... Mark Johnson K. K. Don Dharmasiri Long Duong Yuan-Fang Li SyDa 46 1 0 16 Oct 2024
SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture Jiayi Han Liang Du Hongwei Du Xiangguo Zhou Yiwen Wu Weibo Zheng Donghong Han CLL MoMe MoE 33 2 0 10 Oct 2024
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 45 1 0 09 Oct 2024
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification Zhenwen Liang Ye Liu Tong Niu Xiangliang Zhang Yingbo Zhou Semih Yavuz LRM 30 17 0 05 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 61 5 0 03 Oct 2024
LASSI: An LLM-based Automated Self-Correcting Pipeline for Translating Parallel Scientific Codes M. Dearing Yiheng Tao Xingfu Wu Z. Lan V. Taylor 35 3 0 30 Jun 2024
ITERTL: An Iterative Framework for Fine-tuning LLMs for RTL Code Generation Peiyang Wu Nan Guo Xiao Xiao Wenming Li Xiaochun Ye Dongrui Fan 30 0 0 28 Jun 2024
Scaling Synthetic Data Creation with 1,000,000,000 Personas Tao Ge Xin Chan Dian Yu Haitao Mi Dong Yu Dong Yu SyDa 106 89 0 28 Jun 2024
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing Zhangchen Xu Fengqing Jiang Luyao Niu Yuntian Deng Radha Poovendran Yejin Choi Bill Yuchen Lin SyDa 27 110 0 12 Jun 2024
AlignBench: Benchmarking Chinese Alignment of Large Language Models Xiao Liu Xuanyu Lei Sheng-Ping Wang Yue Huang Zhuoer Feng ... Hongning Wang Jing Zhang Minlie Huang Yuxiao Dong Jie Tang ELM LM&MA ALM 120 41 0 30 Nov 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 178 780 0 02 May 2023