Towards Resilient and Efficient LLMs: A Comparative Study of Efficiency, Performance, and Adversarial Robustness

8 August 2024

Papers citing "Towards Resilient and Efficient LLMs: A Comparative Study of Efficiency, Performance, and Adversarial Robustness"

21 / 21 papers shown

Title
Cognitive Debiasing Large Language Models for Decision-Making Yougang Lyu Shijie Ren Yue Feng Zihan Wang Z. Chen Z. Z. Ren Maarten de Rijke 31 0 0 05 Apr 2025
An Improved Dung Beetle Optimizer for Random Forest Optimization Lianghao Tan Xiaoyi Liu Dong Liu Shubing Liu Weixi Wu Huangqi Jiang 59 2 0 24 Nov 2024
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation Ziyao Zeng Jingcheng Ni Daniel Wang Patrick Rim Younjoon Chung Fengyu Yang Byung-Woo Hong A. Wong DiffM MDE 88 2 0 24 Nov 2024
Context-Aware Token Selection and Packing for Enhanced Vision Transformer Tianyi Zhang B. Li Jae-sun Seo Yu Cao 21 0 0 31 Oct 2024
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models Shuchen Meng Andi Chen Chihang Wang Mengyao Zheng Fangyu Wu Xupeng Chen Haowei Ni Panfeng Li 44 2 0 25 Oct 2024
Predicting 30-Day Hospital Readmission in Medicare Patients: Insights from an LSTM Deep Learning Model X. Li Sibei Liu Dezhi Yu Yang Zhang Xiaoyu Liu OOD 37 14 0 23 Oct 2024
CoPS: Empowering LLM Agents with Provable Cross-Task Experience Sharing Chen Yang Chenyang Zhao Q. Gu Dongruo Zhou LRM 33 0 0 22 Oct 2024
ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation Yuelyu Ji Zhuochun Li Rui Meng Daqing He LRM 19 3 0 07 Oct 2024
SteerDiff: Steering towards Safe Text-to-Image Diffusion Models Hongxiang Zhang Yifeng He Hao Chen 13 2 0 03 Oct 2024
Enhanced Credit Score Prediction Using Ensemble Deep Learning Model Qianwen Xing Chang Yu Sining Huang Qi Zheng Xingyu Mu Mengying Sun 33 4 0 30 Sep 2024
AR Overlay: Training Image Pose Estimation on Curved Surface in a Synthetic Way Sining Huang Yukun Song Yixiao Kang Chang Yu 3DH 28 9 0 22 Sep 2024
Comprehensive Overview of Artificial Intelligence Applications in Modern Industries Yijie Weng Jianhao Wu Tara Kelly William Johnson 16 0 0 19 Sep 2024
Using Large Language Models to Generate Clinical Trial Tables and Figures Yumeng Yang Peter Krusche Kristyn Pantoja Cheng Shi Ethan B. Ludmir Kirk Roberts Gen Zhu LM&MA LMTD 22 0 0 18 Sep 2024
Harnessing LLMs for API Interactions: A Framework for Classification and Synthetic Data Generation Chunliang Tao Xiaojing Fan Yahe Yang 25 19 0 18 Sep 2024
NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training Yiyi Tao Zhuoyue Wang Hang Zhang Lun Wang VLM 30 3 0 15 Sep 2024
Style Transfer: From Stitching to Neural Networks Xinhe Xu Zhuoer Wang Yihan Zhang Yizhou Liu Zhaoyue Wang Zhihao Xu Muhan Zhao Huaiying Luo 17 3 0 01 Sep 2024
SELF-GUIDE: Better Task-Specific Instruction Following via Self-Synthetic Finetuning Chenyang Zhao Xueying Jia Vijay Viswanathan Tongshuang Wu Graham Neubig SyDa ALM 24 25 0 16 Jul 2024
Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective David Restrepo Chenwei Wu Constanza Vásquez-Venegas João Matos Jack Gallifant Leo Anthony Celi Danielle S. Bitterman Luis Filipe Nakayama 27 5 0 19 Jun 2024
Efficient Two-Stage Gaussian Process Regression Via Automatic Kernel Search and Subsampling Shifan Zhao Jiaying Lu Carl Yang Edmond Chow Yuanzhe Xi 19 1 0 22 May 2024
The Wolf Within: Covert Injection of Malice into MLLM Societies via an MLLM Operative Zhen Tan Chengshuai Zhao Raha Moraffah Yifan Li Yu Kong Tianlong Chen Huan Liu 36 15 0 20 Feb 2024
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018