代码大模型 / AI 编程

KForge: Program Synthesis for Diverse AI Hardware Accelerators

Taras Sereda, Tom St. John, Burak Bartan, Natalie Serrino, Sachin Katti, Zain Asgar

机构 * Anonymous Authors（匿名作者） 纠错

专题命中 代码生成 ：program synthesis(title,abstract)；分类 cs.SE、cs.AI、cs.LG

Comments Under review at MLSys 2026

Enhancing LLM Code Generation Capabilities through Test-Driven Development and Code Interpreter

Sajed Jalil, Shuvo Saha, Hossain Mohammad Seym

机构 * Apollo Applications Group Reston, VA, USA（Apollo Applications Group） ； University of Dhaka（达卡大学） ； Islamic University of Technology（伊斯兰科技大学） 纠错

专题命中 代码生成 ：code generation(title,abstract)；分类 cs.SE、cs.LG、cs.PL

Comments AACL-IJCNLP 2025 Workshop BLP Shared Task 2, 6 pages, 7 figures, 3 tables

PurpCode: Reasoning for Safer Code Generation

Jiawei Liu, Nirav Diwan, Zhe Wang, Haoyu Zhai, Xiaona Zhou, Kiet A. Nguyen, Tianjiao Yu, Muntasir Wahed, Yinlin Deng, Hadjer Benkraouda, Yuxiang Wei, Lingming Zhang, Ismini Lourentzou, Gang Wang

专题命中 代码生成 ：code generation(title,abstract)；分类 cs.SE、cs.CL、cs.LG

GenSIaC: Toward Security-Aware Infrastructure-as-Code Generation with Large Language Models

Yikun Li, Matteo Grella, Daniel Nahmias, Gal Engelberg, Dan Klein, Giancarlo Guizzardi, Thijs van Ede, Andrea Continella

专题命中 代码生成 ：code generation(title,abstract)；分类 cs.SE

Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation

Dongyoon Hahm, Taywon Min, Woogyeol Jin, Kimin Lee

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted at AAAI 2026 AI Alignment Track, Source code: https://github.com/HahmDY/agentic-ft-safety

Mitigating Overthinking in Large Reasoning Models via Manifold Steering

Yao Huang, Huanran Chen, Shouwei Ruan, Yichi Zhang, Xingxing Wei, Yinpeng Dong

机构 * Institute of Artificial Intelligence, Beihang University（北京航空航天大学人工智能研究院） ； College of AI, Tsinghua University（清华大学人工智能学院） ； Shanghai Qi Zhi Institute（上海启智研究所） ； State Key Laboratory of Virtual Reality Technology and Systems, Beihang University（北京航空航天大学虚拟现实技术与系统国家重点实验室） 纠错

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 19 pages, 7 figures

What You See Is Not Always What You Get: Evaluating GPT's Comprehension of Source Code

Jiawen Wen, Bangshuo Zhu, Huaming Chen

机构 * The University of Sydney（悉尼大学） 纠错

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.AI、cs.LG

Comments This work has been accepted at APSEC 2025

Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction

Quanjiang Guo, Sijie Wang, Jinchuan Zhang, Ben Zhang, Zhao Kang, Ling Tian, Ke Yan

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

Comments 11 pages, 5 figures, accepted by AAAI 2026 (Oral)

SelecTKD: Selective Token-Weighted Knowledge Distillation for LLMs

Haiduo Huang, Jiangcheng Song, Yadong Zhang, Pengju Ren

机构 * Institute of Artificial Intelligence and Robotics（人工智能与机器人研究院） 纠错

专题命中 代码生成 ：code generation(abstract)；分类 cs.CL、cs.AI

DSCodeBench: A Realistic Benchmark for Data Science Code Generation

Shuyin Ouyang, Dong Huang, Jingwen Guo, Zeyu Sun, Qihao Zhu, Jie M. Zhang

专题命中 代码评测 ：code generation(title,abstract)；分类 cs.SE

InData: Towards Secure Multi-Step, Tool-Based Data Analysis

Karthikeyan K, Raghuveer Thirukovalluru, Bhuwan Dhingra, David Edwin Carlson

专题命中 代码评测 ：code generation(abstract)；分类 cs.CL、cs.LG

Hybrid Retrieval-Augmented Generation Agent for Trustworthy Legal Question Answering in Judicial Forensics

Yueqing Xi, Yifan Bai, Huasen Luo, Weiliang Wen, Hui Liu, Haoliang Li

机构 * Department of Electronic Engineering, City University of Hong Kong(DongGuan)（香港城市大学（东莞）电子工程系） ； Department of Electronic Engineering, City University of Hong Kong（香港城市大学电子工程系） 纠错

专题命中 代码评测 ：repository(abstract)；分类 cs.AI

Decoupling Positional and Symbolic Attention Behavior in Transformers

Felipe Urrutia, Jorge Salas, Alexander Kozachinskiy, Cristian Buc Calderon, Hector Pasten, Cristobal Rojas

机构 * University of Chile（智利大学） ； CENIA ； Faculty of mathematics UC（数学学院 UC） ； IMC UC 纠错

专题命中 代码评测 ：分类 cs.CL、cs.AI、cs.LG；repository(comments)

Comments 32 pages, 12 figures, repository available

TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking

Yongqi Fan, Xiaoyang Chen, Dezhi Ye, Jie Liu, Haijin Liang, Jin Ma, Ben He, Yingfei Sun, Tong Ruan

专题命中 代码评测 ：repository(abstract)

An LLM-based Quantitative Framework for Evaluating High-Stealthy Backdoor Risks in OSS Supply Chains

Zihe Yan, Kai Luo, Haoyu Yang, Yang Yu, Zhuosheng Zhang, Guancheng Li

机构 * Zihe Yan 1（燕子和1） ； Kai Luo 2（罗凯2） ； Haoyu Yang 3（杨浩远3） ； Yang Yu 3（于洋3） ； Zhuosheng Zhang 1（张卓生1） ； Guancheng Li 3（李冠成3） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE、cs.AI

Comments 7 figures, 4 tables, conference

Symmetry-Aware Graph Metanetwork Autoencoders: Model Merging through Parameter Canonicalization

Odysseas Boufalis, Jorge Carrasco-Pollo, Joshua Rosenthal, Eduardo Terres-Caballero, Alejandro García-Castellanos

机构 * University of Amsterdam（阿姆斯特丹大学） ； Informatics Institute, University of Amsterdam（阿姆斯特丹大学信息学院） ； Amsterdam Machine Learning Lab (AMLab), University of Amsterdam（阿姆斯特丹大学机器学习实验室） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

T2IBias: Uncovering Societal Bias Encoded in the Latent Space of Text-to-Image Generative Models

Abu Sufian, Cosimo Distante, Marco Leo, Hanan Salam

机构 * National Research Council of Italy - Institute of Applied Sciences 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI、cs.LG

Comments This manuscript has been accepted for presentation in the First Interdisciplinary Workshop on Responsible AI for Value Creation. Dec 1, Copenhagen. The final version will be submitted for inclusion in a Springer LNCS Volume. (The paper is 15 pages with 7 figures)

Thai Universal Dependency Treebank

Panyut Sriwirote, Wei Qi Leong, Charin Polpanumas, Santhawat Thanyawong, William Chandra Tjhi, Wirote Aroonmanakun, Attapol T. Rutherford

机构 * Department of Linguistics, Chulalongkorn University（朱拉隆梭大学语言学系） ； AI Singapore（AI新加坡） ； Amazon（亚马逊） ； Prince of Songkhla University（素可诺大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

DataOps-driven CI/CD for analytics repositories

Dmytro Valiaiev

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Probabilistic Robustness Analysis in High Dimensional Space: Application to Semantic Segmentation Network

Navid Hashemi, Samuel Sasaki, Diego Manzanas Lopez, Lars Lindemann, Ipek Oguz, Meiyi Ma, Taylor T. Johnson

机构 * Department of Computer Science, Vanderbilt University（计算机科学系，范德比尔特大学） ； Automatic Control Laboratory, ETH Zürich（自动控制实验室，苏黎世联邦理工学院） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects

Guangyi Liu, Pengxiang Zhao, Yaozhen Liang, Liang Liu, Yaxuan Guo, Han Xiao, Weifeng Lin, Yuxiang Chai, Yue Han, Shuai Ren, Hao Wang, Xiaoyu Liang, WenHao Wang, Tianze Wu, Zhengxi Lu, Siheng Chen, LiLinghao, Hao Wang, Guanjing Xiong, Yong Liu, Hongsheng Li

专题命中 仓库级理解 ：repository(abstract)

Comments Paper accepted to TMLR 2025, Project Homepage: https://github.com/PhoneLLM/Awesome-LLM-Powered-Phone-GUI-Agents

Bizard: A Community-Driven Platform for Accelerating and Enhancing Biomedical Data Visualization

Kexin Li, Hu Zheng, Kexin Huang, Yinying Chai, Yujie Peng, Chunyang Wang, Xuyang Yi, Zilun Jin, Hong Yang, Yun Peng, Ying Shi, Xinhe Lu, Jiarui Bian, Yirun Wang, Rongao Kou, Demin Gao, Hanbo Zhao, Juan Zhang, Dan Huang, Kaiyu Zhu, Chenxu Wu, Zeruo Yang, Zheng Kuang, Mo Liu, Zhiwei Bao, Yuzhong Peng, Benben Miao, Jianming Zeng, Jianfeng Li, Peng Luo, Shixiang Wang

专题命中 仓库级理解 ：repository(abstract)

Comments 28 pages, 5 figures, and 1 table

Differentiable Electrochemistry: A paradigm for uncovering hidden physical phenomena in electrochemical systems

Haotian Chen, Chenyang Huang, Alexander Rodríguez, Aashutosh Mistry, Venkatasubramanian Viswanathan

专题命中 仓库级理解 ：repository(abstract)