Computer Science

Authors and titles for January 2025

[301] arXiv:2501.00709 [cn-pdf, pdf, html, other]

Title: KAN KAN Buff Signed Graph Neural Networks? Show Chinese title

Title: KAN KAN 缓冲有符号图神经网络？

Muhieddine Shebaro, Jelena Tešić

Subjects: Machine Learning (cs.LG)

[302] arXiv:2501.00712 [cn-pdf, pdf, other]

Title: Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding Show Chinese title

Title: 通过上下文等变位置编码重新思考语言模型中的地址问题

Jiajun Zhu, Peihao Wang, Ruisi Cai, Jason D. Lee, Pan Li, Zhangyang Wang

Comments: ICML 2025

Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG)

[303] arXiv:2501.00713 [cn-pdf, pdf, html, other]

Title: CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages Show Chinese title

Title: 行为准则 在多语言反驳言论生成中的应用：一种针对低资源语言的稳健反驳言论生成的上下文感知模型

Michael Bennie, Bushi Xiao, Chryseis Xinyi Liu, Demi Zhang, Jian Meng, Alayo Tripp

Comments: to be published in MCG-COLING's 2025 conference proceedings

Subjects: Computation and Language (cs.CL)

[304] arXiv:2501.00715 [cn-pdf, pdf, html, other]

Title: eRevise+RF: A Writing Evaluation System for Assessing Student Essay Revisions and Providing Formative Feedback Show Chinese title

Title: eRevise+RF：一种用于评估学生作文修改并提供形成性反馈的写作评估系统

Zhexiong Liu, Diane Litman, Elaine Wang, Tianwen Li, Mason Gobat, Lindsay Clare Matsumura, Richard Correnti

Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI)

[305] arXiv:2501.00717 [cn-pdf, pdf, html, other]

Title: An efficient validated asynchronous byzantine agreement protocol using committee Show Chinese title

Title: 一种使用委员会的高效验证异步拜占庭协议

Nasit S Sony

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[306] arXiv:2501.00722 (cross-list from eess.SY) [cn-pdf, pdf, html, other]

Title: Performance-Barrier Event-Triggered PDE Control of Traffic Flow Show Chinese title

Title: 性能屏障事件触发交通流偏微分方程控制

Peihan Zhang, Bhathiya Rathnayake, Mamadou Diagne, Miroslav Krstic

Subjects: Systems and Control (eess.SY)

[307] arXiv:2501.00725 [cn-pdf, pdf, html, other]

Title: Automatic Construction of Pattern Classifiers Capable of Continuous Incremental Learning and Unlearning Tasks Based on Compact-Sized Probabilistic Neural Network Show Chinese title

Title: 基于紧凑型概率神经网络的连续增量学习和遗忘任务模式分类器的自动构建

Tetsuya Hoya, Shunpei Morita

Comments: 14 pages, 5 figures

Subjects: Machine Learning (cs.LG) ; Computer Vision and Pattern Recognition (cs.CV)

[308] arXiv:2501.00732 [cn-pdf, pdf, html, other]

Title: Gradient Compression and Correlation Driven Federated Learning for Wireless Traffic Prediction Show Chinese title

Title: 梯度压缩与相关性驱动的联邦学习在无线流量预测中的应用

Chuanting Zhang, Haixia Zhang, Shuping Dang, Basem Shihada, Mohamed-Slim Alouini

Comments: This paper has been accepted for publication by IEEE Transactions on Cognitive Communications and Networking (2024)

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[309] arXiv:2501.00733 [cn-pdf, pdf, html, other]

Title: On Importance of Layer Pruning for Smaller BERT Models and Low Resource Languages Show Chinese title

Title: 层剪枝对较小的BERT模型和低资源语言的重要性

Mayur Shirke, Amey Shembade, Madhushri Wagh, Pavan Thorat, Raviraj Joshi

Comments: Accepted at FIRE 2024: 16th meeting of the Forum for Information Retrieval Evaluation

Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG)

[310] arXiv:2501.00734 [cn-pdf, pdf, html, other]

Title: DDD: Discriminative Difficulty Distance for plant disease diagnosis Show Chinese title

Title: DDD：用于植物疾病诊断的判别难度距离

Yuji Arima, Satoshi Kagiwada, Hitoshi Iyatomi

Comments: 8 pages, 2 figures, 3 tables. Accepted at 4th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG)

[311] arXiv:2501.00739 (cross-list from eess.SY) [cn-pdf, pdf, html, other]

Title: Smooth Reference Command Generation and Control for Transition Flight of VTOL Aircraft Using Time-Varying Optimization Show Chinese title

Title: 基于时变优化的倾转旋翼机过渡飞行平滑参考指令生成与控制

Jinrae Kim, John L. Bullock, Sheng Cheng, Naira Hovakimyan

Comments: 10 pages, 7 figures, AIAA SciTech 2025 Forum

Subjects: Systems and Control (eess.SY)

[312] arXiv:2501.00740 [cn-pdf, pdf, html, other]

Title: RORem: Training a Robust Object Remover with Human-in-the-Loop Show Chinese title

Title: RORem：通过人机交互训练一个鲁棒的物体移除器

Ruibin Li, Tao Yang, Song Guo, Lei Zhang

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[313] arXiv:2501.00741 [cn-pdf, pdf, html, other]

Title: Towards End-to-End Neuromorphic Event-based 3D Object Reconstruction Without Physical Priors Show Chinese title

Title: 面向端到端神经形态事件的3D物体重建无需物理先验

Chuanzhi Xu, Langyi Chen, Haodong Chen, Vera Chung, Qiang Qu

Comments: 6 pages, 3 figures, 5 tables, accepted by IEEE International Conference on Multimedia & Expo (ICME) 2025

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Artificial Intelligence (cs.AI)

[314] arXiv:2501.00742 [cn-pdf, pdf, html, other]

Title: Experimental Demonstration of an Optical Neural PDE Solver via On-Chip PINN Training Show Chinese title

Title: 基于片上PINN训练的光学神经微分方程求解器实验演示

Yequan Zhao, Xian Xiao, Antoine Descos, Yuan Yuan, Xinling Yu, Geza Kurczveil, Marco Fiorentino, Zheng Zhang, Raymond G. Beausoleil

Subjects: Machine Learning (cs.LG) ; Hardware Architecture (cs.AR) ; Optics (physics.optics)

[315] arXiv:2501.00743 [cn-pdf, pdf, html, other]

Title: AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing Graphs Show Chinese title

Title: AttriReBoost：一种无梯度传播优化方法，用于属性缺失图中的冷启动缓解

Mengran Li, Chaojun Ding, Junzhou Chen, Wenbin Xing, Cong Ye, Ronghui Zhang, Songlin Zhuang, Jia Hu, Tony Z. Qiu, Huijun Gao

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI)

[316] arXiv:2501.00745 [cn-pdf, pdf, html, other]

Title: Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines Show Chinese title

Title: 基于大型语言模型的搜索引擎上的对抗性攻击的动力学

Xiyang Hu

Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI) ; Computer Science and Game Theory (cs.GT) ; Information Retrieval (cs.IR) ; Theoretical Economics (econ.TH)

[317] arXiv:2501.00747 [cn-pdf, pdf, html, other]

Title: DIVE: Diversified Iterative Self-Improvement Show Chinese title

Title: DIVE：多样化迭代自我改进

Yiwei Qin, Yixiu Liu, Pengfei Liu

Subjects: Computation and Language (cs.CL)

[318] arXiv:2501.00750 [cn-pdf, pdf, other]

Title: Beyond Text: Implementing Multimodal Large Language Model-Powered Multi-Agent Systems Using a No-Code Platform Show Chinese title

Title: 超越文本：使用无代码平台实现多模态大型语言模型驱动的多智能体系统

Cheonsu Jeong

Comments: 22 pages, 27 figures

Journal-ref: 2025 Journal of Intelligence and Information Systems

Subjects: Artificial Intelligence (cs.AI)

[319] arXiv:2501.00752 [cn-pdf, pdf, html, other]

Title: Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation Show Chinese title

Title: 前景覆盖原型生成与匹配用于SAM辅助的少样本分割

Suho Park, SuBeen Lee, Hyun Seok Seong, Jaejoon Yoo, Jae-Pil Heo

Comments: Association for the Advancement of Artificial Intelligence (AAAI) 2025

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[320] arXiv:2501.00756 [cn-pdf, pdf, html, other]

Title: FasterSTS: A Faster Spatio-Temporal Synchronous Graph Convolutional Networks for Traffic flow Forecasting Show Chinese title

Title: FasterSTS：一种用于交通流预测的更快时空同步图卷积网络

Ben-Ao Dai, Nengchao Lyu, Yongchao Miao

Comments: 13pages,3 figures

Subjects: Machine Learning (cs.LG)

[321] arXiv:2501.00757 [cn-pdf, pdf, html, other]

Title: Beyond Static Datasets: A Behavior-Driven Entity-Specific Simulation to Overcome Data Scarcity and Train Effective Crypto Anti-Money Laundering Models Show Chinese title

Title: 超越静态数据集：一种行为驱动的实体特定模拟，以克服数据稀缺性并训练有效的加密货币反洗钱模型

Dinesh Srivasthav P, Manoj Apte

Subjects: Cryptography and Security (cs.CR) ; Machine Learning (cs.LG)

[322] arXiv:2501.00758 [cn-pdf, pdf, html, other]

Title: Less is More: Token Context-aware Learning for Object Tracking Show Chinese title

Title: 少即是多：面向目标跟踪的标记上下文感知学习

Chenlong Xu, Bineng Zhong, Qihua Liang, Yaozong Zheng, Guorong Li, Shuxiang Song

Comments: Accepted by AAAI 2025

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[323] arXiv:2501.00759 [cn-pdf, pdf, html, other]

Title: Enhancing Transformers for Generalizable First-Order Logical Entailment Show Chinese title

Title: 增强Transformer以实现可推广的一阶逻辑蕴含

Tianshi Zheng, Jiazheng Wang, Zihao Wang, Jiaxin Bai, Hang Yin, Zheye Deng, Yangqiu Song, Jianxin Li

Comments: ACL 2025 Main

Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI)

[324] arXiv:2501.00762 [cn-pdf, pdf, html, other]

Title: Residual connections provably mitigate oversmoothing in graph neural networks Show Chinese title

Title: 残差连接可以证明缓解图神经网络中的过度平滑问题

Ziang Chen, Zhengjiang Lin, Shi Chen, Yury Polyanskiy, Philippe Rigollet

Subjects: Machine Learning (cs.LG) ; Dynamical Systems (math.DS) ; Probability (math.PR) ; Machine Learning (stat.ML)

[325] arXiv:2501.00765 [cn-pdf, pdf, html, other]

Title: Beyond Words: AuralLLM and SignMST-C for Sign Language Production and Bidirectional Accessibility Show Chinese title

Title: 超越言语：听觉LLM和SignMST-C用于手语生成和双向可及性

Yulong Li, Yuxuan Zhang, Feilong Tang, Ming Hu, Zhixiang Lu, Haochen Xue, Jianghao Wu, Mian Zhou, Kang Dang, Chong Li, Yifang Wang, Imran Razzak, Jionglong Su

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG)

[326] arXiv:2501.00773 [cn-pdf, pdf, html, other]

Title: Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements Show Chinese title

Title: 重新审视图神经网络在图级任务上的应用：全面实验、分析与改进

Haoyang Li, Yuming Xu, Chen Jason Zhang, Alexander Zhou, Lei Chen, Qing Li

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Databases (cs.DB)

[327] arXiv:2501.00775 [cn-pdf, pdf, html, other]

Title: MindCoder: Automated and Controllable Reasoning Chain in Qualitative Analysis Show Chinese title

Title: MindCoder：定性分析中的自动化和可控推理链

Jie Gao, Zhiyao Shu, Shun Yi Yeo

Comments: 17 pages for main content, 3 pages for references, 10 pages for appendix

Subjects: Human-Computer Interaction (cs.HC)

[328] arXiv:2501.00777 [cn-pdf, pdf, html, other]

Title: FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation Show Chinese title

Title: FitCF：一种自动特征重要性引导的反事实示例生成框架

Qianli Wang, Nils Feldhus, Simon Ostermann, Luis Felipe Villa-Arenas, Sebastian Möller, Vera Schmitt

Comments: ACL 2025 Findings; camera-ready version

Subjects: Computation and Language (cs.CL) ; Machine Learning (cs.LG)

[329] arXiv:2501.00778 [cn-pdf, pdf, html, other]

Title: Decoding the Flow: CauseMotion for Emotional Causality Analysis in Long-form Conversations Show Chinese title

Title: 解码流程：长对话中情感因果关系分析的CauseMotion

Yuxuan Zhang, Yulong Li, Zichen Yu, Feilong Tang, Zhixiang Lu, Chong Li, Kang Dang, Jionglong Su

Comments: 7pages

Subjects: Computation and Language (cs.CL) ; Computers and Society (cs.CY)

[330] arXiv:2501.00779 [cn-pdf, pdf, html, other]

Title: REM: A Scalable Reinforced Multi-Expert Framework for Multiplex Influence Maximization Show Chinese title

Title: 备注：一种可扩展的强化多专家框架用于多层影响力最大化

Huyen Nguyen, Hieu Dam, Nguyen Do, Cong Tran, Cuong Pham

Subjects: Social and Information Networks (cs.SI) ; Artificial Intelligence (cs.AI)

[331] arXiv:2501.00780 (cross-list from math.NA) [cn-pdf, pdf, html, other]

Title: Solving McKean-Vlasov Equation by deep learning particle method Show Chinese title

Title: 用深度学习粒子法求解McKean-Vlasov方程

Jingyuan Li, Wei Liu

Subjects: Numerical Analysis (math.NA) ; Probability (math.PR)

[332] arXiv:2501.00782 [cn-pdf, pdf, html, other]

Title: Navigating Nuance: In Quest for Political Truth Show Chinese title

Title: 探索细微差别：追寻政治真相

Soumyadeep Sar, Dwaipayan Roy

Comments: Accepted at JCDL 2024

Subjects: Computation and Language (cs.CL) ; Information Retrieval (cs.IR)

[333] arXiv:2501.00783 (cross-list from math.NA) [cn-pdf, pdf, html, other]

Title: Solid-state dewetting of axisymmetric thin film on axisymmetric curved-surface substrates: modeling and simulation Show Chinese title

Title: 具有轴对称曲面衬底的轴对称薄膜的固态冷凝现象：建模与仿真

Zhenghua Duan, Meng Li, Chunjie Zhou

Subjects: Numerical Analysis (math.NA)

[334] arXiv:2501.00785 [cn-pdf, pdf, html, other]

Title: Natural Multimodal Fusion-Based Human-Robot Interaction: Application With Voice and Deictic Posture via Large Language Model Show Chinese title

Title: 自然多模态融合的人机交互：通过大型语言模型的应用语音和指示姿势

Yuzhi Lai, Shenghai Yuan, Youssef Nassar, Mingyu Fan, Atmaraaj Gopal, Arihiro Yorita, Naoyuki Kubota, Matthias Rätsch

Comments: Accepted for publication by IEEE Robotics & Automation Magazine

Subjects: Robotics (cs.RO)

[335] arXiv:2501.00786 [cn-pdf, pdf, html, other]

Title: Shifting-Merging: Secure, High-Capacity and Efficient Steganography via Large Language Models Show Chinese title

Title: 移位合并：通过大型语言模型实现的安全、高容量和高效隐写术

Minhao Bai, Jinshuai Yang, Kaiyi Pang, Yongfeng Huang, Yue Gao

Subjects: Cryptography and Security (cs.CR)

[336] arXiv:2501.00790 [cn-pdf, pdf, html, other]

Title: LENS-XAI: Redefining Lightweight and Explainable Network Security through Knowledge Distillation and Variational Autoencoders for Scalable Intrusion Detection in Cybersecurity Show Chinese title

Title: LENS-XAI：通过知识蒸馏和变分自编码器重新定义轻量级和可解释的网络安全性，用于网络安全中的可扩展入侵检测

Muhammet Anil Yagiz, Polat Goktas

Subjects: Cryptography and Security (cs.CR) ; Artificial Intelligence (cs.AI) ; Computers and Society (cs.CY) ; Emerging Technologies (cs.ET)

[337] arXiv:2501.00791 [cn-pdf, pdf, html, other]

Title: Creating, Using and Assessing a Generative-AI-Based Human-Chatbot-Dialogue Dataset with User-Interaction Learning Capabilities Show Chinese title

Title: 创建、使用和评估具有用户交互学习能力的生成式人工智能人机对话数据集

Alfredo Cuzzocrea, Giovanni Pilato, Pablo Garcia Bringas

Subjects: Human-Computer Interaction (cs.HC)

[338] arXiv:2501.00795 [cn-pdf, pdf, html, other]

Title: Multimodal Large Models Are Effective Action Anticipators Show Chinese title

Title: 多模态大模型是有效的动作预测者

Binglu Wang, Yao Tian, Shunzhou Wang, Le Yang

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[339] arXiv:2501.00798 [cn-pdf, pdf, html, other]

Title: Make Shuffling Great Again: A Side-Channel Resistant Fisher-Yates Algorithm for Protecting Neural Networks Show Chinese title

Title: 让洗牌再次伟大：一种侧信道抗性Fisher-Yates算法，用于保护神经网络

Leonard Puškáč, Marek Benovič, Jakub Breier, Xiaolu Hou

Subjects: Cryptography and Security (cs.CR) ; Artificial Intelligence (cs.AI)

[340] arXiv:2501.00799 [cn-pdf, pdf, html, other]

Title: Follow The Approximate Sparse Leader for No-Regret Online Sparse Linear Approximation Show Chinese title

Title: 跟随近似稀疏领导者进行无遗憾的在线稀疏线性逼近

Samrat Mukhopadhyay, Debasmita Mukherjee

Comments: 12 pages, 5 figures, corrected title, added proof of a lemma in appendix

Subjects: Machine Learning (cs.LG) ; Optimization and Control (math.OC)

[341] arXiv:2501.00803 [cn-pdf, pdf, html, other]

Title: Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning Show Chinese title

Title: 面向推理和类比的零样本事件关系推理中的定位与编辑方法

Jingyao Tang, Lishuang Li, Liteng Mi, Haiming Wu, Hongbin Lu

Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI)

[342] arXiv:2501.00811 [cn-pdf, pdf, html, other]

Title: Regression Guided Strategy to Automated Facial Beauty Optimization through Image Synthesis Show Chinese title

Title: 基于回归的策略通过图像合成实现自动面部美丽优化

Erik Nguyen, Spencer Htin

Comments: Short paper, 5 pages

Subjects: Computer Vision and Pattern Recognition (cs.CV) ; Machine Learning (cs.LG)

[343] arXiv:2501.00816 [cn-pdf, pdf, html, other]

Title: MixSA: Training-free Reference-based Sketch Extraction via Mixture-of-Self-Attention Show Chinese title

Title: MixSA：基于混合自注意力的无训练参考草图提取

Rui Yang, Xiaojun Wu, Shengfeng He

Comments: 25 pages, 25 figures; Accepted by IEEE IEEE Transactions on Visualization and Computer Graphics, 2024 (TVCG)

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[344] arXiv:2501.00817 [cn-pdf, pdf, html, other]

Title: Hardness of Learning Fixed Parities with Neural Networks Show Chinese title

Title: 神经网络学习固定奇偶性的问题难度

Itamar Shoshani, Ohad Shamir

Comments: An updated version was uploaded in order to fix a typo at theorem 2 statement

Subjects: Machine Learning (cs.LG) ; Machine Learning (stat.ML)

[345] arXiv:2501.00818 [cn-pdf, pdf, other]

Title: SPARNet: Continual Test-Time Adaptation via Sample Partitioning Strategy and Anti-Forgetting Regularization Show Chinese title

Title: SPARNet：通过样本划分策略和防遗忘正则化的持续测试时间适应

Xinru Meng, Han Sun, Jiamei Liu, Ningzhong Liu, Huiyu Zhou

Comments: 8 pages, 2 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV)

[346] arXiv:2501.00822 [cn-pdf, pdf, html, other]

Title: An Immersive Virtual Reality Bimanual Telerobotic System With Haptic Feedback Show Chinese title

Title: 一种具有触觉反馈的沉浸式虚拟现实双臂遥操作系统

Han Xu, Mingqi Chen, Gaofeng Li, Lei Wei, Shichi Peng, Haoliang Xu, Qiang Li

Subjects: Human-Computer Interaction (cs.HC)

[347] arXiv:2501.00823 [cn-pdf, pdf, html, other]

Title: Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention Show Chinese title

Title: 解耦Transformer中的知识与推理：一种模块化架构与广义交叉注意力

Zhenyu Guo, Wenguang Chen

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Computation and Language (cs.CL)

[348] arXiv:2501.00824 [cn-pdf, pdf, html, other]

Title: How Breakable Is Privacy: Probing and Resisting Model Inversion Attacks in Collaborative Inference Show Chinese title

Title: 隐私有多脆弱：在协作推理中探测和抵抗模型反转攻击

Rongke Liu, Youwen Zhu, Dong Wang, Gaoning Pan, Xingyu He, Weizhi Meng

Comments: 15 pages, 5 figures, 6 tables. The experimental data have been corrected, and some explanations have been supplemented

Subjects: Cryptography and Security (cs.CR) ; Information Theory (cs.IT)

[349] arXiv:2501.00825 [cn-pdf, pdf, other]

Title: Personalized Programming Education: Using Machine Learning to Boost Learning Performance Based on Students' Personality Traits Show Chinese title

Title: 个性化编程教育：基于学生性格特征使用机器学习提高学习效果

Chun-Hsiung Tseng, Hao-Chiang Koong Lin, Andrew Chih-Wei Huang, Jia-Rou Lin

Subjects: Human-Computer Interaction (cs.HC)

[350] arXiv:2501.00828 [cn-pdf, pdf, html, other]

Title: Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models Show Chinese title

Title: 超越主题的嵌入风格：分析不同语言模型中的分散效应

Benjamin Icard, Evangelia Zve, Lila Sainero, Alice Breton, Jean-Gabriel Ganascia

Comments: To appear in the Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025), Abu Dhabi

Subjects: Computation and Language (cs.CL) ; Artificial Intelligence (cs.AI)