Title
LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs Ran Li Hao Wang Chengzhi Mao AAML 21 0 0 16 May 2025
Are Large Language Models Robust in Understanding Code Against Semantics-Preserving Mutations? Pedro Orvalho Marta Kwiatkowska LRM ELM 26 0 0 15 May 2025
The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization Jae-Won Chung Jiachen Liu Jeff J. Ma Ruofan Wu Oh Jun Kweon Yuxuan Xia Zhiyu Wu Mosharaf Chowdhury 28 0 0 09 May 2025
Data-efficient LLM Fine-tuning for Code Generation Weijie Lv X. Xia Sheng-Jun Huang ALM SyDa 41 0 0 17 Apr 2025
Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation Linus Jern Valter Uotila Cong Yu Bo Zhao MQ LRM 27 0 0 15 Apr 2025
The Code Barrier: What LLMs Actually Understand? Serge Lionel Nikiema Jordan Samhi A. Kaboré Jacques Klein Tegawende F. Bissyande ELM 27 1 0 14 Apr 2025
FEABench: Evaluating Language Models on Multiphysics Reasoning Ability N. Mudur Hao Cui Subhashini Venugopalan Paul Raccuglia M. Brenner Peter C. Norgaard LLMAG ELM LRM 42 0 0 08 Apr 2025
Generative Large Language Model usage in Smart Contract Vulnerability Detection Peter Ince Jiangshan Yu Joseph K. Liu Xiaoning Du 37 0 0 07 Apr 2025
HeterMoE: Efficient Training of Mixture-of-Experts Models on Heterogeneous GPUs Yongji Wu Xueshen Liu Shuowei Jin Ceyu Xu Feng Qian Ziming Mao Matthew Lentz Danyang Zhuo Ion Stoica MoMe MoE 59 0 0 04 Apr 2025
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding Indraneil Paul Haoyi Yang Goran Glavas Kristian Kersting Iryna Gurevych AAML SyDa 41 0 0 27 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
Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization Weisong Sun Y. Zhang J. Zhu Z. Wang Chunrong Fang ... Yebo Feng Jiangping Huang X. Wang Zhi Jin Yang Liu 63 1 0 13 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 36 0 0 09 Mar 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? Qingyuan Liang Zhao Zhang Zeyu Sun Zheng Lin Qi Luo ... Yuqun Zhang Haotian Zhang Lu Zhang Bin Chen Y. Xiong 43 1 0 07 Mar 2025
Slim attention: cut your context memory in half without loss of accuracy -- K-cache is all you need for MHA Nils Graef Andrew Wasielewski 40 1 0 07 Mar 2025
Extracting and Emulsifying Cultural Explanation to Improve Multilingual Capability of LLMs Hamin Koo Jaehyung Kim 48 0 0 07 Mar 2025
ThrowBench: Benchmarking LLMs by Predicting Runtime Exceptions Julian Aron Prenner Romain Robbes 59 0 0 06 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
Beyond Natural Language Perplexity: Detecting Dead Code Poisoning in Code Generation Datasets Chichien Tsai Chiamu Yu Yingdar Lin Yusung Wu Weibin Lee AAML 53 0 0 27 Feb 2025
SVGEditBench V2: A Benchmark for Instruction-based SVG Editing Kunato Nishina Yusuke Matsui 70 0 0 26 Feb 2025
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs Dayu Yang Tianyang Liu Daoan Zhang Antoine Simoulin Xiaoyi Liu ... Zhaopu Teng Xin Qian Grey Yang Jiebo Luo Julian McAuley ReLM OffRL LRM 86 3 0 26 Feb 2025
Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training Jaydeep Borkar Matthew Jagielski Katherine Lee Niloofar Mireshghallah David A. Smith Christopher A. Choquette-Choo PILM 80 1 0 24 Feb 2025
A Multi-Agent Framework for Automated Vulnerability Detection and Repair in Solidity and Move Smart Contracts Rabimba Karanjai Sam Blackshear Lei Xu W. Shi 38 0 0 22 Feb 2025
IPO: Your Language Model is Secretly a Preference Classifier Shivank Garg Ayush Singh Shweta Singh Paras Chopra 139 1 0 22 Feb 2025
LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks Xin Zhou M. Weyssow Ratnadira Widyasari Ting Zhang Junda He Yunbo Lyu Jianming Chang Beiqi Zhang Dan Huang David Lo PILM 266 1 0 10 Feb 2025
Can Large Language Models Understand Intermediate Representations? Hailong Jiang Jianfeng Zhu Yao Wan B. Fang Hongyu Zhang Ruoming Jin Qiang Guan 55 1 0 07 Feb 2025
A Survey of Research in Large Language Models for Electronic Design Automation Jingyu Pan Guanglei Zhou Chen-Chia Chang Isaac Jacobson Jiang Hu Y. Chen 69 2 0 17 Jan 2025
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection Ruijun Feng Hammond Pearce Pietro Liguori Yulei Sui 33 0 0 08 Jan 2025
Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey Junqiao Wang Zeng Zhang Yangfan He Yuyang Song Tianyu Shi ... Hengyuan Xu Kunyu Wu Guangwu Qian Qiuwu Chen Lewei He 38 11 0 03 Jan 2025
CoinMath: Harnessing the Power of Coding Instruction for Math LLMs Chengwei Wei Bin Wang Jung-jae Kim Guimei Liu Nancy F. Chen LRM 82 0 0 16 Dec 2024
Are Large Language Models Memorizing Bug Benchmarks? Daniel Ramos Claudia Mamede Kush Jain Paulo Canelas Catarina Gamboa Claire Le Goues PILM ELM 94 6 0 20 Nov 2024
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval Y. Liu Rui Meng Shafiq R. Joty Silvio Savarese Caiming Xiong Yingbo Zhou Semih Yavuz 92 3 0 19 Nov 2024
GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models Nizar Islah Justine Gehring Diganta Misra Eilif B. Muller Irina Rish Terry Yue Zhuo Massimo Caccia SyDa 40 1 0 05 Nov 2024
Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement Yingwei Ma Rongyu Cao Yongchang Cao Y. Zhang J. Chen Yibo Liu Yuchen Liu Binhua Li Fei Huang Yongbin Li 61 5 0 01 Nov 2024
M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation J. Liu Ken Deng Congnan Liu Jian Yang Shukai Liu ... Zekun Wang Guoan Zhang Bangyu Xiang Wenbo Su Bo Zheng 69 4 0 28 Oct 2024
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming Ali TehraniJamsaz Arijit Bhattacharjee Le Chen Nesreen Ahmed Amir Yazdanbakhsh Ali Jannesari 31 5 0 27 Oct 2024
An LLM Agent for Automatic Geospatial Data Analysis Yuxing Chen Weijie Wang Sylvain Lobry Camille Kurtz LLMAG 32 3 0 24 Oct 2024
MojoBench: Language Modeling and Benchmarks for Mojo Nishat Raihan Joanna C. S. Santos Marcos Zampieri 50 2 0 23 Oct 2024
Automated Proof Generation for Rust Code via Self-Evolution Tianyu Chen Shuai Lu Shan Lu Y. Gong Chenyuan Yang ... Peng Cheng Fan Yang Shuvendu Lahiri Tao Xie Lidong Zhou 39 7 0 21 Oct 2024
LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems Nan Xu Xuezhe Ma LRM 53 3 0 18 Oct 2024
Mitigating Gender Bias in Code Large Language Models via Model Editing Z. Qin Haochuan Wang Zecheng Wang Deyuan Liu Cunhang Fan Zhao Lv Zhiying Tu Dianhui Chu Dianbo Sui KELM 26 1 0 10 Oct 2024
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 50 1 0 09 Oct 2024
ChatVis: Automating Scientific Visualization with a Large Language Model Tanwi Mallick Orcun Yildiz David Lenz Tom Peterka 22 1 0 07 Oct 2024
Evaluation of Code LLMs on Geospatial Code Generation Piotr Gramacki Bruno Martins Piotr Szymañski 29 2 0 06 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 32 17 0 05 Oct 2024
SAG: Style-Aligned Article Generation via Model Collaboration Chenning Xu Fangxun Shu Dian Jin Jinghao Wei Hao Jiang ALM SyDa 30 0 0 04 Oct 2024
DreamGarden: A Designer Assistant for Growing Games from a Single Prompt Sam Earle Samyak Parajuli Andrzej Banburski-Fahey 31 2 0 02 Oct 2024
Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion? Zhenyu Pan Rongyu Cao Yongchang Cao Yingwei Ma Binhua Li Fei Huang Han Liu Yongbin Li 45 4 0 02 Oct 2024
AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation Ziyang Luo Xin Li Hongzhan Lin Jing Ma Lidong Bing VLM 27 0 0 01 Oct 2024
Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation Seonghyeon Lee Suyeon Kim Joonwon Jang Heejae Chon Dongha Lee Hwanjo Yu ELM 26 0 0 20 Sep 2024