Title
Probe Pruning: Accelerating LLMs through Dynamic Pruning via Model-Probing Qi Le Enmao Diao Ziyan Wang Xinran Wang Jie Ding Li Yang Ali Anwar 117 5 0 24 Feb 2025
Encryption-Friendly LLM Architecture Donghwan Rho Taeseong Kim Minje Park Jung Woo Kim Hyunsik Chae Jung Hee Cheon Ernest K. Ryu 230 6 0 24 Feb 2025
Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning Raghav Singhal Kaustubh Ponkshe Rohit Vartak Lav R. Varshney Praneeth Vepakomma FedML 128 4 0 24 Feb 2025
NEAT: Nonlinear Parameter-efficient Adaptation of Pre-trained Models Yibo Zhong Haoxiang Jiang Lincan Li Ryumei Nakada Tianci Liu Linjun Zhang Huaxiu Yao Haoyu Wang 251 3 0 24 Feb 2025
Evaluating the Effect of Retrieval Augmentation on Social Biases Tianhui Zhang Yi Zhou Danushka Bollegala 84 0 0 24 Feb 2025
UrduLLaMA 1.0: Dataset Curation, Preprocessing, and Evaluation in Low-Resource Settings Layba Fiaz Munief Hassan Tahir Sana Shams Sarmad Hussain 95 0 0 24 Feb 2025
Representation Engineering for Large-Language Models: Survey and Research Challenges Lukasz Bartoszcze Sarthak Munshi Bryan Sukidi Jennifer Yen Zejia Yang David Williams-King Linh Le Kosi Asuzu Carsten Maple 176 0 0 24 Feb 2025
Filtered not Mixed: Stochastic Filtering-Based Online Gating for Mixture of Large Language Models Raeid Saqur Anastasis Kratsios Florian Krach Yannick Limmer Jacob-Junqi Tian John Willes Blanka Horvath Frank Rudzicz MoE 147 0 0 24 Feb 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review Ufaq Khan Umair Nawaz A. Qayyum Shazad Ashraf Muhammad Bilal Junaid Qadir 145 0 0 24 Feb 2025
Multimodal Search in Chemical Documents and Reactions A. Shah Abhisek Dey Leo Luo Bryan Amador Patrick Philippy ... David Mark Friday David Bianchi Nick Jackson R. Zanibbi Jiawei Han 67 0 0 24 Feb 2025
Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style Xueran Han Yuhan Liu Mingzhe Li Wen Liu Sen Hu Rui Yan Zhiqiang Xu Preslav Nakov 102 0 0 24 Feb 2025
From Text to Trajectory: Exploring Complex Constraint Representation and Decomposition in Safe Reinforcement Learning Pusen Dong Tianchen Zhu Yue Qiu Haoyi Zhou Jianxin Li 156 1 0 24 Feb 2025
GCC: Generative Color Constancy via Diffusing a Color Checker Chen-Wei Chang Cheng-De Fan Chia-Che Chang Yi-Chen Lo Yu-Chee Tseng Jiun-Long Huang Yu-Lun Liu 158 0 0 24 Feb 2025
SwimVG: Step-wise Multimodal Fusion and Adaption for Visual Grounding Liangtao Shi Ting Liu Xiantao Hu Yue Hu Quanjun Yin Richang Hong ObjD 111 0 0 24 Feb 2025
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility Martin Kuo Jingyang Zhang Jianyi Zhang Minxue Tang Louis DiValentin ... William Chen Amin Hass Tianlong Chen Yuxiao Chen Haoyang Li MU KELM 121 4 0 24 Feb 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection Tanmay Parekh Yuxuan Dong Lucas Bandarkar Artin Kim I-Hung Hsu Kai-Wei Chang Nanyun Peng 76 0 0 24 Feb 2025
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence Wenzhe Yin Zehao Xiao Pan Zhou Shujian Yu Jiayi Shen Jan-Jakob Sonke E. Gavves 174 1 0 24 Feb 2025
Unified Prompt Attack Against Text-to-Image Generation Models Duo Peng Qiuhong Ke Mark He Huang Ping Hu Jing Liu 89 1 0 23 Feb 2025
SelaVPR++: Towards Seamless Adaptation of Foundation Models for Efficient Place Recognition Feng Lu Tong Jin X. Lan Lijun Zhang Yunpeng Liu Yaowei Wang Chun Yuan 82 1 0 23 Feb 2025
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation Deokhyung Kang Jeonghun Cho Yejin Jeon Sunbin Jang Minsub Lee Jawoon Cho Gary Lee 77 0 0 23 Feb 2025
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs Peng Yifeng Wu Zhizheng Chen Chen AAML 76 0 0 23 Feb 2025
UniDyG: A Unified and Effective Representation Learning Approach for Large Dynamic Graphs Yuanyuan Xu Wenjie Zhang Xuemin Lin Yanzhe Zhang AI4TS 80 0 0 23 Feb 2025
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model Sumin Ha Jun Hyeong Kim Yinhua Piao Sun Kim 141 1 0 23 Feb 2025
Anatomical grounding pre-training for medical phrase grounding Wenjun Zhang Shakes Chandra Aaron Nicolson MedIm 117 0 0 23 Feb 2025
Beyond Release: Access Considerations for Generative AI Systems Irene Solaiman Rishi Bommasani Dan Hendrycks Ariel Herbert-Voss Yacine Jernite Aviya Skowron Andrew Trask 203 1 0 23 Feb 2025
Dynamic LLM Routing and Selection based on User Preferences: Balancing Performance, Cost, and Ethics Deepak Babu Piskala Vijay Raajaa Sachin Mishra Bruno Bozza 114 1 0 23 Feb 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines Xinwei Long Zhiyuan Ma Ermo Hua Kaiyan Zhang Biqing Qi Bowen Zhou RALM 126 1 0 23 Feb 2025
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images Yubo Wang Jianting Tang Chaohu Liu Linli Xu AAML 189 1 0 23 Feb 2025
Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging Lin Lu Zhigang Zuo Ziji Sheng Pan Zhou MoMe 131 0 0 22 Feb 2025
EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering Xiao Long Liansheng Zhuang Aodi Li Minghong Yao Shafei Wang RALM LRM 70 1 0 22 Feb 2025
PersGuard: Preventing Malicious Personalization via Backdoor Attacks on Pre-trained Text-to-Image Diffusion Models Xinwei Liu Xiaojun Jia Yuan Xun Qichuan Geng Xiaochun Cao DiffM AAML 78 1 0 22 Feb 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models Xianglong Liu Siyuan Liang M. Han Yong Luo Aishan Liu Xiantao Cai Zheng He Dacheng Tao AAML SILM ELM 94 2 0 22 Feb 2025
MedForge: Building Medical Foundation Models Like Open Source Software Development Zheling Tan Kexin Ding Jin Gao Mu Zhou Dimitris N. Metaxas Shaoting Zhang Dequan Wang AI4CE 122 2 0 22 Feb 2025
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models Zheling Meng Bo Peng Xiaochuan Jin Yueming Lyu Wei Wang Jing Dong Tieniu Tan DiffM 103 3 0 22 Feb 2025
Mojito: LLM-Aided Motion Instructor with Jitter-Reduced Inertial Tokens Ziwei Shan Yaoyu He Chengfeng Zhao Jiashen Du Jingyan Zhang Qixuan Zhang Jingyi Yu Lan Xu 108 1 0 22 Feb 2025
Large Language Model for Lossless Image Compression with Visual Prompts Junhao Du Chuqin Zhou Ning Cao Gang Chen Yunuo Chen Zhengxue Cheng Li Song Guo Lu Wenjun Zhang VLM 114 2 0 22 Feb 2025
Understanding Zero-shot Rare Word Recognition Improvements Through LLM Integration Haoxuan Wang 72 0 0 22 Feb 2025
Dynamic Concepts Personalization from Single Videos Rameen Abdal Or Patashnik Ivan Skorokhodov Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Daniel Cohen-Or Kfir Aberman DiffM VGen 107 1 0 21 Feb 2025
Robin3D: Improving 3D Large Language Model via Robust Instruction Tuning Weitai Kang Haifeng Huang Yuzhang Shang Mubarak Shah Yan Yan 102 9 0 21 Feb 2025
Textured 3D Regenerative Morphing with 3D Diffusion Prior Songlin Yang Yushi Lan Honghua Chen Xingang Pan DiffM 121 0 0 21 Feb 2025
Control Illusion: The Failure of Instruction Hierarchies in Large Language Models Yilin Geng Haoyang Li Honglin Mu Xudong Han Timothy Baldwin Omri Abend Eduard H. Hovy Lea Frermann 71 3 0 21 Feb 2025
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models Chengyue Huang Junjiao Tian Brisa Maneechotesuwan Shivang Chopra Z. Kira 173 2 0 21 Feb 2025
SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention Jiaqi Wu Chen Chen Chunyan Hou Xiaojie Yuan AAML 130 0 0 21 Feb 2025
R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-Task Learning Jinda Liu Yi-Ju Chang Yuan Wu 148 0 0 21 Feb 2025
Pub-Guard-LLM: Detecting Fraudulent Biomedical Articles with Reliable Explanations Lihu Chen Shuojie Fu Gabriel Freedman Cemre Zor Guy Martin James Kinross Uddhav Vaghela Ovidiu Serban Francesca Toni DeLMO 143 0 0 21 Feb 2025
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment Sizhe Wang Yongqi Tong Hengyuan Zhang Dawei Li Xin Zhang Tianlong Chen 206 10 0 21 Feb 2025
Orthogonal Calibration for Asynchronous Federated Learning Jiayun Zhang Shuheng Li Haiyu Huang Xiaofan Yu Rajesh K. Gupta Jingbo Shang FedML 101 0 0 21 Feb 2025
Reading between the Lines: Can LLMs Identify Cross-Cultural Communication Gaps? Sougata Saha Saurabh Kumar Pandey Harshit Gupta Monojit Choudhury 148 0 0 21 Feb 2025
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models Yanming Liu Xinyue Peng Yuwei Zhang Xiaolan Ke Songhang Deng ... Sheng Cheng Xun Wang Yuxiang Cai Tianyu Du Xuhong Zhang 168 0 0 21 Feb 2025
Mixup Model Merge: Enhancing Model Merging Performance through Randomized Linear Interpolation Yue Zhou Yi-Ju Chang Yuan Wu MoMe 122 3 0 21 Feb 2025