Title
Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment Zhili Liu Yunhao Gou Kai Chen Lanqing Hong Jiahui Gao ... Yu Zhang Zhenguo Li Xin Jiang Q. Liu James T. Kwok MoE 96 9 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 110 1 0 20 Feb 2025
SegSub: Evaluating Robustness to Knowledge Conflicts and Hallucinations in Vision-Language Models Peter Carragher Nikitha Rao Abhinand Jha R Raghav Kathleen M. Carley VLM 53 0 0 19 Feb 2025
MaskPrune: Mask-based LLM Pruning for Layer-wise Uniform Structures Jiayu Qin Jianchao Tan K. Zhang Xunliang Cai Wei Wang 40 0 0 19 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 41 0 0 18 Feb 2025
Benchmarking Post-Training Quantization in LLMs: Comprehensive Taxonomy, Unified Evaluation, and Comparative Analysis J. Zhao M. Wang Miao Zhang Yuzhang Shang Xuebo Liu Yaowei Wang Min Zhang Liqiang Nie MQ 58 1 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 113 3 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 J. Liu Xuming Hu MU 61 3 0 18 Feb 2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation Zhiyuan Liu Yanchen Luo Han Huang Enzhi Zhang Sihang Li Junfeng Fang Yaorui Shi X. Wang Kenji Kawaguchi Tat-Seng Chua 100 3 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 54 1 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 ALM MQ 85 0 0 18 Feb 2025
Spherical Dense Text-to-Image Synthesis Timon Winter Stanislav Frolov Brian B. Moser Andreas Dengel MDE DiffM 81 0 0 18 Feb 2025
Prompt-based Depth Pruning of Large Language Models Juyun Wee Minjae Park Jaeho Lee VLM 86 0 0 17 Feb 2025
Echoes of Discord: Forecasting Hater Reactions to Counterspeech Xiaoying Song Sharon Lisseth Perez Xinchen Yu Eduardo Blanco Lingzi Hong 133 0 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 48 2 0 17 Feb 2025
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing Yi Wang Fenghua Weng S. Yang Zhan Qin Minlie Huang Wenjie Wang KELM AAML 48 0 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 72 0 0 17 Feb 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 77 0 0 17 Feb 2025
Strada-LLM: Graph LLM for traffic prediction Seyed Mohamad Moghadas Yangxintong Lyu Bruno Cornelis Alexandre Alahi Adrian Munteanu AI4TS 56 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 36 1 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 44 12 0 17 Feb 2025
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models Zhen Zhang Y. Yang Kai Zhen Nathan Susanj Athanasios Mouchtaris Siegfried Kunzmann Zheng Zhang 54 0 0 17 Feb 2025
Diversity-Oriented Data Augmentation with Large Language Models Zaitian Wang Jinghan Zhang Xinhao Zhang Kunpeng Liu Pengfei Wang Yuanchun Zhou 78 1 0 17 Feb 2025
Unlocking the Power of Function Vectors for Characterizing and Mitigating Catastrophic Forgetting in Continual Instruction Tuning Gangwei Jiang Caigao Jiang Zhaoyi Li Siqiao Xue Jun-ping Zhou Linqi Song Defu Lian Yin Wei CLL MU 58 0 0 16 Feb 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 150 0 0 16 Feb 2025
Phantom: Subject-consistent video generation via cross-modal alignment Lijie Liu Tianxiang Ma Bingchuan Li Zhuowei Chen Jiawei Liu Qian He Xinglong Wu Qian He Xinglong Wu DiffM VGen 50 5 0 16 Feb 2025
Superpose Singular Features for Model Merging Haiquan Qiu You Wu Quanming Yao MoMe 43 0 0 15 Feb 2025
BrainWavLM: Fine-tuning Speech Representations with Brain Responses to Language Nishitha Vattikonda A. Vaidya Richard Antonello Alexander G. Huth 101 0 0 13 Feb 2025
3D-Grounded Vision-Language Framework for Robotic Task Planning: Automated Prompt Synthesis and Supervised Reasoning Guoqin Tang Qingxuan Jia Zeyuan Huang Gang Chen Ning Ji Zhipeng Yao 63 0 0 13 Feb 2025
Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model Shiryu Ueno Yoshikazu Hayashi Shunsuke Nakatsuka Yusei Yamada Hiroaki Aizawa K. Kato MLLM VLM 99 0 0 13 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
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis Angelos Zavras Dimitrios Michail Xiao Xiang Zhu Begum Demir Ioannis Papoutsis VLM 86 0 0 13 Feb 2025
LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits Zikai Zhou Qizheng Zhang Hermann Kumbong Kunle Olukotun MQ 223 0 0 12 Feb 2025
AI for Scaling Legal Reform: Mapping and Redacting Racial Covenants in Santa Clara County Faiz Surani Mirac Suzgun Vyoma Raman Christopher D. Manning Peter Henderson Daniel E. Ho 41 0 0 12 Feb 2025
Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models Atharva Mehta Shivam Chauhan Amirbek Djanibekov Atharva Kulkarni Gus Xia Monojit Choudhury 64 0 0 11 Feb 2025
Vision-Language Models for Edge Networks: A Comprehensive Survey Ahmed Sharshar Latif U. Khan Waseem Ullah Mohsen Guizani VLM 70 3 0 11 Feb 2025
Unleashing the Potential of Pre-Trained Diffusion Models for Generalizable Person Re-Identification Jiachen Li Xiaojin Gong DiffM 84 0 0 10 Feb 2025
Task-driven Layerwise Additive Activation Intervention Hieu Trung Nguyen Bao Nguyen Binh Nguyen V. Nguyen KELM 45 0 0 10 Feb 2025
Learning Clustering-based Prototypes for Compositional Zero-shot Learning Hongyu Qu Jianan Wei Xiangbo Shu Wenguan Wang VLM 51 1 0 10 Feb 2025
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images Jinchen Yu Yongwei Nie Fei Qi Wenxiong Liao Hongmin Cai MedIm 54 0 0 10 Feb 2025
VFX Creator: Animated Visual Effect Generation with Controllable Diffusion Transformer Xinyu Liu Ailing Zeng Wei Xue Harry Yang Wenhan Luo Qifeng Liu Yike Guo VGen 162 0 0 09 Feb 2025
Skill Expansion and Composition in Parameter Space Tenglong Liu J. Li Yinan Zheng Haoyi Niu Yixing Lan Xin Xu Xianyuan Zhan 58 4 0 09 Feb 2025
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations Krishna Sri Ipsit Mantri Carola-Bibiane Schönlieb Bruno Ribeiro Chaim Baskin Moshe Eliasof 41 0 0 09 Feb 2025
ConRFT: A Reinforced Fine-tuning Method for VLA Models via Consistency Policy Yuhui Chen Shuai Tian Shugao Liu Yingting Zhou Haoran Li Dongbin Zhao OffRL 99 1 0 08 Feb 2025
Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark Shiao Wang X. Wang Chao wang Liye Jin Lin Zhu Bo Jiang Yonghong Tian Jin Tang 53 0 0 08 Feb 2025
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang Max Glockner Anderson de Rezende Rocha Iryna Gurevych LRM 67 1 0 07 Feb 2025
Large Language Models for Multi-Robot Systems: A Survey Peihan Li Zijian An Shams Abrar Lifeng Zhou LM&Ro LRM 62 6 0 06 Feb 2025
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning Zhekai Du Yinjie Min Jingjing Li Ke Lu Changliang Zou Liuhua Peng Tingjin Chu M. Gong 156 1 0 05 Feb 2025
Out-of-Distribution Detection using Synthetic Data Generation Momin Abbas Muneeza Azmat R. Horesh Mikhail Yurochkin 40 1 0 05 Feb 2025
CTR-Driven Advertising Image Generation with Multimodal Large Language Models Xingye Chen Wei Feng Zhenbang Du Weizhen Wang Y. Chen ... Jingping Shao Yuanjie Shao Xinge You Changxin Gao Nong Sang OffRL 42 2 0 05 Feb 2025