Title
IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method Mihyeon Kim Juhyoung Park Youngbin Kim 34 0 0 11 May 2025
Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers Massimiliano Albanese Xinming Ou Kevin Lybarger Daniel Lende Dmitry Goldgof 26 0 0 09 May 2025
Bringing legal knowledge to the public by constructing a legal question bank using large-scale pre-trained language model Mingruo Yuan Ben Kao Tien-Hsuan Wu Michael M. K. Cheung Henry W. H. Chan Anne S. Y. Cheung Felix W. H. Chan Yongxi Chen AILaw ELM 124 3 0 07 May 2025
From Texts to Shields: Convergence of Large Language Models and Cybersecurity Tao Li Ya-Ting Yang Yunian Pan Quanyan Zhu 34 0 0 01 May 2025
Leveraging Pre-trained Large Language Models with Refined Prompting for Online Task and Motion Planning Huihui Guo Huilong Pi Yunchuan Qin Zhuo Tang KenLi Li LLMAG LRM 97 0 0 30 Apr 2025
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text Jiageng Wu Bowen Gu Ren Zhou Kevin Xie Doug Snyder ... S. Jonathan H. Chen Santiago Romero-Brufau K. J. Lin Jie Yang LM&MA ELM 92 0 0 28 Apr 2025
Dynamic Fisher-weighted Model Merging via Bayesian Optimization Sanwoo Lee Jiahao Liu Qifan Wang J. Wang Xunliang Cai Yunfang Wu MoMe 145 0 0 26 Apr 2025
Following the Whispers of Values: Unraveling Neural Mechanisms Behind Value-Oriented Behaviors in LLMs Ling Hu Yuemei Xu Xiaoyang Gu Letao Han 28 0 0 07 Apr 2025
AdaptRec: A Self-Adaptive Framework for Sequential Recommendations with Large Language Models Tong Zhang 29 0 0 06 Apr 2025
Engineering Artificial Intelligence: Framework, Challenges, and Future Direction Jay Lee Hanqi Su Dai-Yan Ji Takanobu Minami AI4CE 48 0 0 03 Apr 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 44 0 0 27 Mar 2025
Large Language Models in Bioinformatics: A Survey Z. Wang Zikang Wang Jiyue Jiang Pengan Chen Xiangyu Shi Yu-Hu Li AI4CE LM&MA 61 1 0 06 Mar 2025
ReLearn: Unlearning via Learning for Large Language Models Haoming Xu Ningyuan Zhao Liming Yang Sendong Zhao Shumin Deng Mengru Wang Bryan Hooi Nay Oo H. Chen N. Zhang KELM CLL MU 159 0 0 16 Feb 2025
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding Mo Yu Lemao Liu J. Wu Tsz Ting Chung Shunchi Zhang JiangNan Li Dit-Yan Yeung Jie Zhou 85 1 0 13 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 127 9 0 05 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 154 0 28 Jan 2025
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning Lili Zhang Quanyan Zhu Herman Ray Ying Xie 29 0 0 26 Jan 2025
EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition Hamid Nasiri Peter Garraghan 41 1 0 21 Jan 2025
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 79 12 0 03 Jan 2025
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets Vatsal Gupta Pranshu Pandya Tushar Kataria Vivek Gupta Dan Roth AAML 55 1 0 03 Jan 2025
Prompt Tuning for Item Cold-start Recommendation Yuezihan Jiang Gaode Chen Wenhan Zhang J. Wang Yinjie Jiang Qi Zhang Jingjian Lin Peng Jiang Kaigui Bian VLM 42 0 0 24 Dec 2024
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Sizhe Xing Aolong Sun Chengxi Wang Yizhi Wang Boyu Dong ... Xi Xiao R. Penty Qixiang Cheng Nan Chi Junwen Zhang 111 0 0 04 Dec 2024
JPPO: Joint Power and Prompt Optimization for Accelerated Large Language Model Services Feiran You Hongyang Du Kaibin Huang Abbas Jamalipour 79 2 0 27 Nov 2024
Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training Elia Cunegatti Leonardo Lucio Custode Giovanni Iacca 47 0 0 11 Nov 2024
Interacting Large Language Model Agents. Interpretable Models and Social Learning Adit Jain Vikram Krishnamurthy LLMAG 37 0 0 02 Nov 2024
ProveRAG: Provenance-Driven Vulnerability Analysis with Automated Retrieval-Augmented LLMs Reza Fayyazi Stella Hoyos Trueba Michael Zuzak S. Yang 31 0 0 22 Oct 2024
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles Xiao Pu Tianxing He Xiaojun Wan VLM 35 3 0 17 Oct 2024
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning Yaming Yang Dilxat Muhtar Yelong Shen Yuefeng Zhan Jianfeng Liu ... Denvy Deng Feng Sun Qi Zhang Weizhu Chen Yunhai Tong MoE MoMe 38 2 0 12 Oct 2024
Autoregressive Action Sequence Learning for Robotic Manipulation Xinyu Zhang Yuhan Liu Haonan Chang Liam Schramm Abdeslam Boularias 35 9 0 04 Oct 2024
From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Ali Mohammadjafari Anthony Maida Raju N. Gottumukkala AI4TS 36 5 0 01 Oct 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 63 23 0 10 Sep 2024
Exploring User Privacy Awareness on GitHub: An Empirical Study Costanza Alfieri Juri Di Rocco Paola Inverardi Phuong T. Nguyen SyDa 25 0 0 06 Sep 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail M. Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 45 3 0 30 Aug 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models Bowen Wang Jiuyang Chang Yiming Qian Guoxin Chen Junhao Chen Zhouqiang Jiang Jiahao Zhang Yuta Nakashima Hajime Nagahara LM&MA ELM LRM 40 3 0 04 Aug 2024
Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation Cheems Wang Yiqin Lv Yixiu Mao Yun Qu Yi Tian Xu Xiangyang Ji OOD TTA 53 6 0 28 Jul 2024
Towards the Terminator Economy: Assessing Job Exposure to AI through LLMs Emilio Colombo Fabio Mercorio Mario Mezzanzanica Antonio Serino 36 1 0 27 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 44 18 0 08 Jul 2024
Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions Shumaila Javaid R. A. Khalil Nasir Saeed Bin He Mohamed-Slim Alouini 36 9 0 05 Jul 2024
What We Talk About When We Talk About LMs: Implicit Paradigm Shifts and the Ship of Language Models Shengqi Zhu Jeffrey M. Rzeszotarski KELM 53 1 0 02 Jul 2024
Save It All: Enabling Full Parameter Tuning for Federated Large Language Models via Cycle Block Gradient Descent Lin Wang Zhichao Wang Xiaoying Tang 37 1 0 17 Jun 2024
Large Language Models as Surrogate Models in Evolutionary Algorithms: A Preliminary Study Hao Hao Xiaoqun Zhang Aimin Zhou ELM 36 9 0 15 Jun 2024
Recent Advances in Federated Learning Driven Large Language Models: A Survey on Architecture, Performance, and Security Youyang Qu Ming Liu Tianqing Zhu Longxiang Gao Shui Yu Wanlei Zhou MU FedML 54 2 0 14 Jun 2024
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection Shenao Yan Shen Wang Yue Duan Hanbin Hong Kiho Lee Doowon Kim Yuan Hong AAML SILM 40 16 0 10 Jun 2024
A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks Hengzhu Liu Ping Xiong Tianqing Zhu Philip S. Yu 29 6 0 10 Jun 2024
SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner Xunguang Wang Daoyuan Wu Zhenlan Ji Zongjie Li Pingchuan Ma Shuai Wang Yingjiu Li Yang Liu Ning Liu Juergen Rahmel AAML 76 8 0 08 Jun 2024
"Pass the butter": A study on desktop-classic multitasking robotic arm based on advanced YOLOv7 and BERT Haohua Que Wenbin Pan Jie Xu Hao Luo Pei Wang Li Zhang 39 1 0 27 May 2024
RLSF: Reinforcement Learning via Symbolic Feedback Piyush Jha Prithwish Jana Arnav Arora Vijay Ganesh LRM 49 3 0 26 May 2024
Exploring the Potential of the Large Language Models (LLMs) in Identifying Misleading News Headlines Md Main Uddin Rony M. Haque Mohammad Ali Ahmed Shatil Alam Naeemul Hassan 24 2 0 06 May 2024
Holistic Evaluation Metrics: Use Case Sensitive Evaluation Metrics for Federated Learning Yanli Li Jehad Ibrahim Huaming Chen Dong Yuan Kim-Kwang Raymond Choo 24 0 0 03 May 2024
A Framework for Real-time Safeguarding the Text Generation of Large Language Model Ximing Dong Dayi Lin Shaowei Wang Ahmed E. Hassan 35 1 0 29 Apr 2024