Title
Dynamic Low-Rank Sparse Adaptation for Large Language Models Weizhong Huang Yuxin Zhang Xiawu Zheng Yang Liu Jing Lin Yiwu Yao Rongrong Ji 204 2 0 21 Feb 2025
AutoMedPrompt: A New Framework for Optimizing LLM Medical Prompts Using Textual Gradients Sean Wu Michael Koo Fabien Scalzo Ira Kurtz LM&MA MedIm 91 2 0 21 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min Lin Ye Wang DiffM TDI 343 55 0 21 Feb 2025
DP-Adapter: Dual-Pathway Adapter for Boosting Fidelity and Text Consistency in Customizable Human Image Generation Ye Wang Xuping Xie Lanjun Wang Zili Yi Rui Ma DiffM 142 0 0 21 Feb 2025
Improving Consistency in Large Language Models through Chain of Guidance Harsh Raj Vipul Gupta Domenic Rosati Subhabrata Majumdar LLMAG LRM 131 5 0 21 Feb 2025
Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model Emre Can Acikgoz Jeremiah Greer Akul Datta Ze Yang William Zeng Oussama Elachqar Emmanouil Koukoumidis Dilek Hakkani-Tur Gokhan Tur LLMAG 179 3 0 20 Feb 2025
Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation Yun-Wei Chu Kai Zhang Christopher Malon Martin Renqiang Min VLM 50 0 0 20 Feb 2025
Drift: Decoding-time Personalized Alignments with Implicit User Preferences Minbeom Kim Kang-il Lee Seongho Joo Hwaran Lee Thibaut Thonet Kyomin Jung AI4TS 199 1 0 20 Feb 2025
Concept Layers: Enhancing Interpretability and Intervenability via LLM Conceptualization Or Raphael Bidusa Shaul Markovitch 154 0 0 20 Feb 2025
One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems Zuoli Tang Zhaoxin Huan Zihao Li Xiaolu Zhang Jun Hu Chilin Fu Jun Zhou Lixin Zou Chenliang Li 144 20 0 20 Feb 2025
LSR-Adapt: Ultra-Efficient Parameter Tuning with Matrix Low Separation Rank Kernel Adaptation Xin Li Anand D. Sarwate 94 1 0 20 Feb 2025
Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition Xinyu Tian Shu Zou Zhaoyuan Yang Mengqi He Jing Zhang VLM 95 0 0 19 Feb 2025
MaskPrune: Mask-based LLM Pruning for Layer-wise Uniform Structures Jiayu Qin Jianchao Tan Kai Zhang Xunliang Cai Wei Wang 75 0 0 19 Feb 2025
Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models Peter Carragher Abhinand Jha R Raghav Kathleen M. Carley RALM 140 0 0 19 Feb 2025
Exploring Code Language Models for Automated HLS-based Hardware Generation: Benchmark, Infrastructure and Analysis Jiahao Gai Chen Zhican Wang Hongyu Zhou Wanru Zhao Nicholas D. Lane Hongxiang Fan 103 3 0 19 Feb 2025
Benchmarking Post-Training Quantization in LLMs: Comprehensive Taxonomy, Unified Evaluation, and Comparative Analysis Jiaqi Zhao Ming Wang Miao Zhang Yuzhang Shang Xuebo Liu Yaowei Wang Min Zhang Liqiang Nie MQ 238 2 0 18 Feb 2025
LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data Cehao Yang Xueyuan Lin Chengjin Xu Xuhui Jiang Shengjie Ma Aofan Liu Hui Xiong Jian Guo LRM 63 2 0 18 Feb 2025
MotionMatcher: Motion Customization of Text-to-Video Diffusion Models via Motion Feature Matching Yen-Siang Wu Chi-Pin Huang Fu-En Yang Yu-Jie Wang DiffM VGen 122 1 0 18 Feb 2025
Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation Zheng Yuan Hao Chen Zijin Hong Qinggang Zhang Feiran Huang Qing Li Xiao Huang 29 6 0 18 Feb 2025
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning Sifan Zhou Shuo Wang Zhihang Yuan Mingjia Shi Yuzhang Shang Dawei Yang MQ ALM 204 0 0 18 Feb 2025
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation Mengkang Hu Tianxing Chen Yude Zou Yuheng Lei Qiguang Chen Ming Li Yao Mu Haoyang Zhang Wenqi Shao Ping Luo LLMAG 118 3 0 18 Feb 2025
Spherical Dense Text-to-Image Synthesis Timon Winter Stanislav Frolov Brian B. Moser Andreas Dengel MDE DiffM 117 0 0 18 Feb 2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation Zhiyuan Liu Yanchen Luo Han Huang Enzhi Zhang Changhao Nai Sihang Li Yaorui Shi Xiang Wang Kenji Kawaguchi Tat-Seng Chua 187 4 0 18 Feb 2025
MatterChat: A Multi-Modal LLM for Material Science Yingheng Tang Wenbin Xu Jie Cao Jianzhu Ma Weilu Gao Steve Farrell Benjamin Erichson Michael W. Mahoney Andy Nonaka 194 8 0 18 Feb 2025
G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation Yuhan Li Xinni Zhang Linhao Luo Heng Chang Yuxiang Ren Irwin King Jiajian Li 122 8 0 18 Feb 2025
"I know myself better, but not really greatly": How Well Can LLMs Detect and Explain LLM-Generated Texts? Jiazhou Ji Jie Guo Weidong Qiu Zheng Huang Yang Xu Xinru Lu Xiaoyu Jiang Ruizhe Li Shujun Li DeLMO 9 2 0 18 Feb 2025
SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning Junkai Chen Zhijie Deng Kening Zheng Yibo Yan Shuliang Liu PeiJun Wu Peijie Jiang Qingbin Liu Xuming Hu MU 112 8 0 18 Feb 2025
Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework Cheol-Hui Lee Hakseung Kim Byung C. Yoon Dong-Joo Kim 99 0 0 18 Feb 2025
PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models Jiaqi Zhao Miao Zhang Ming Wang Yuzhang Shang Kaihao Zhang Weili Guan Yaowei Wang Min Zhang MQ 109 1 0 18 Feb 2025
Diversity-oriented Data Augmentation with Large Language Models Zaitian Wang Jinghan Zhang Xinhao Zhang Kunpeng Liu Pengfei Wang Yuanchun Zhou 121 3 0 17 Feb 2025
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing Yi Wang Fenghua Weng Shangshang Yang Zhan Qin Minlie Huang Wenjie Wang KELM AAML 117 1 0 17 Feb 2025
Characterizing Photorealism and Artifacts in Diffusion Model-Generated Images Negar Kamali Karyn Nakamura Aakriti Kumar Angelos Chatzimparmpas Jessica Hullman Matthew Groh 131 1 0 17 Feb 2025
Control-CLIP: Decoupling Category and Style Guidance in CLIP for Specific-Domain Generation Zexi Jia Chuanwei Huang Hongyan Fei Yeshuang Zhu Zhiqiang Yuan Jinchao Zhang Jie Zhou DiffM VLM 86 0 0 17 Feb 2025
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent Junda Wu Yuxin Xiong Xintong Li Yu Xia Ruoyu Wang ... Sungchul Kim Ryan Rossi Lina Yao Jingbo Shang Julian McAuley CLL VLM 134 0 0 17 Feb 2025
Strada-LLM: Graph LLM for traffic prediction Seyed Mohamad Moghadas Yangxintong Lyu Bruno Cornelis Alexandre Alahi Adrian Munteanu AI4TS 104 1 0 17 Feb 2025
A Survey of Personalized Large Language Models: Progress and Future Directions Jiahong Liu Zexuan Qiu Zhongyang Li Quanyu Dai Jieming Zhu Minda Hu Menglin Yang Irwin King LM&MA 108 9 0 17 Feb 2025
STAR: Spectral Truncation and Rescale for Model Merging Yu-Ang Lee Ching-Yun Ko Tejaswini Pedapati I-Hsin Chung Mi-Yen Yeh Pin-Yu Chen MoMe 80 1 0 17 Feb 2025
Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers Aneesha Sampath James Tavernor E. Provost 123 0 0 17 Feb 2025
STRIVE: Structured Reasoning for Self-Improvement in Claim Verification Haisong Gong Jing Li Junfei Wu Qiang Liu Shu Wu Liang Wang LRM 78 0 0 17 Feb 2025
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis Xiang Wang Yan Hu Wenyu Du Reynold Cheng Benyou Wang Difan Zou 145 3 0 17 Feb 2025
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models Jiajun Zhou Yifan Yang Kai Zhen Ziyue Liu Yequan Zhao Ershad Banijamali Athanasios Mouchtaris Ngai Wong Zheng Zhang MQ 67 0 0 17 Feb 2025
How to Upscale Neural Networks with Scaling Law? A Survey and Practical Guidelines Ayan Sengupta Ayan Sengupta Tanmoy Chakraborty 166 0 0 17 Feb 2025
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity Dylan Zhang Justin Wang Tianran Sun 120 1 0 17 Feb 2025
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models Zhen Zhang Yue Yang Kai Zhen Nathan Susanj Athanasios Mouchtaris Siegfried Kunzmann Zheng Zhang 103 1 0 17 Feb 2025
Echoes of Discord: Forecasting Hater Reactions to Counterspeech Xiaoying Song Sharon Lisseth Perez Xinchen Yu Eduardo Blanco Lingzi Hong 459 0 0 17 Feb 2025
Small Models Struggle to Learn from Strong Reasoners Yuetai Li Xiang Yue Zhangchen Xu Fengqing Jiang Luyao Niu Bill Yuchen Lin Bhaskar Ramasubramanian Radha Poovendran LRM 126 31 0 17 Feb 2025
DeFiScope: Detecting Various DeFi Price Manipulations with LLM Reasoning Juantao Zhong Daoyuan Wu Ye Liu Maoyi Xie Yang Liu Yi Li Ning Liu AAML 77 1 0 17 Feb 2025
Adversarially Robust CLIP Models Can Induce Better (Robust) Perceptual Metrics Francesco Croce Christian Schlarmann Naman D. Singh Matthias Hein 156 7 0 17 Feb 2025
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation Guangya Yu Yanhao Li Zongying Jiang Yuxiong Jin Li Dai ... Weiyan Zhang Yongqi Fan Qi Ye Jingping Liu Tong Ruan LM&MA ELM 123 0 0 17 Feb 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 250 0 0 17 Feb 2025