Title
FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement Ian Huang Yanan Bao Karen Truong Howard Zhou Cordelia Schmid Leonidas J. Guibas Alireza Fathi 3DV 35 2 0 06 Mar 2025
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model Wenke Huang Jian Liang Xianda Guo Yiyang Fang Guancheng Wan ... Bin Yang He Li Jiawei Shao Mang Ye Bo Du OffRL LRM MLLM KELM VLM 73 1 0 06 Mar 2025
SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing Xiangchao Yan Shiyang Feng Jiakang Yuan Renqiu Xia Bin Wang Bo Zhang Junlin Wu 73 2 0 06 Mar 2025
AOLO: Analysis and Optimization For Low-Carbon Oriented Wireless Large Language Model Services Xiaoqi Wang Hongyang Du Yuehong Gao Dong In Kim 71 0 0 06 Mar 2025
Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models Benyamin Jamialahmadi Parsa Kavehzadeh Mehdi Rezagholizadeh Parsa Farinneya Hossein Rajabzadeh A. Jafari Boxing Chen Marzieh S. Tahaei 52 0 0 06 Mar 2025
Benchmarking Large Language Models on Multiple Tasks in Bioinformatics NLP with Prompting Jiyue Jiang Pengan Chen Jinqiao Wang Dongchen He Ziqin Wei ... Yimin Fan Xiangyu Shi Jimeng Sun Chuan Wu Yuan Li LM&MA 57 1 0 06 Mar 2025
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks Zihao Zhao Chenxiao Fan Chongming Gao Fuli Feng Xiangnan He LM&MA AI4MH 82 0 0 05 Mar 2025
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders Kristian Kuznetsov Laida Kushnareva Polina Druzhinina Anton Razzhigaev Anastasia Voznyuk Irina Piontkovskaya Evgeny Burnaev Serguei Barannikov 44 0 0 05 Mar 2025
Effective LLM Knowledge Learning via Model Generalization Mingkang Zhu Xi Chen Junyao Xing Bei Yu Hengshuang Zhao Jiaya Jia 72 0 0 05 Mar 2025
Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models Jiyue Jiang Alfred Kar Yin Truong Yuxiao Chen Qinghang Bao Sheng Wang Pengan Chen Jinqiao Wang Lingpeng Kong Yu Li Chuan Wu ALM 61 0 0 05 Mar 2025
BEVDriver: Leveraging BEV Maps in LLMs for Robust Closed-Loop Driving Katharina Winter Mark Azer Fabian B. Flohr 61 0 0 05 Mar 2025
PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning Ryozo Masukawa Sanggeon Yun SungHeon Jeong Wenjun Huang Yang Ni Ian Bryant Nathaniel D. Bastian Mohsen Imani 58 0 0 05 Mar 2025
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models Xi Zhu Haochen Xue Ziwei Zhao Wujiang Xu Jingyuan Huang Minghao Guo Qifan Wang Kaixiong Zhou Yongfeng Zhang 72 2 0 05 Mar 2025
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models Y. Guo Yuchen Yang Zhe Chen Pingjie Wang Yusheng Liao Yujie Zhang Yanfeng Wang Yu Wang HILM 83 0 0 05 Mar 2025
RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction Fenglin Liu Jinge Wu Hongjian Zhou Xiao Gu Soheila Molaei A. Thakur Lei A. Clifton Honghan Wu David Clifton LM&MA 51 0 0 05 Mar 2025
HeTGB: A Comprehensive Benchmark for Heterophilic Text-Attributed Graphs Shujie Li Yuxia Wu Chuan Shi Yuan Fang 49 0 0 05 Mar 2025
Predicting Space Tourism Demand Using Explainable AI Tan-Hanh Pham Jingchen Bi Rodrigo Mesa-Arangom Kim-Doang Nguyen 62 0 0 05 Mar 2025
DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models Saeed Ranjbar Alvar Gursimran Singh Mohammad Akbari Yong Zhang VLM 82 0 0 04 Mar 2025
Zero-Shot Complex Question-Answering on Long Scientific Documents Wanting Wang RALM 71 0 0 04 Mar 2025
ATLaS: Agent Tuning via Learning Critical Steps Zhixun Chen Ming Li Yuanmin Huang Yali Du Meng Fang Dinesh Manocha 90 3 0 04 Mar 2025
MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality Shuaike Li Kai Zhang Qiang Liu Enhong Chen KELM 83 1 0 04 Mar 2025
Rewarding Doubt: A Reinforcement Learning Approach to Confidence Calibration of Large Language Models Paul Stangel D. Bani-Harouni Chantal Pellegrini Ege Özsoy Kamilia Zaripova Matthias Keicher Nassir Navab 36 1 0 04 Mar 2025
Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm Zehan Li Yuhao Du Xiaoqi Jiao Yiwen Guo Yuege Feng Xiang Wan Anningzhe Gao Jinpeng Hu 68 0 0 04 Mar 2025
AugFL: Augmenting Federated Learning with Pretrained Models Sheng Yue Zerui Qin Yongheng Deng Ju Ren Yaoxue Zhang Junshan Zhang FedML 87 0 0 04 Mar 2025
Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders Souvika Sarkar M. Hasan S. Karmaker 44 0 0 04 Mar 2025
An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning Wei Sun Qianlong Du Fuwei Cui Jiajun Zhang OffRL LRM 45 0 0 04 Mar 2025
Beyond Cosine Decay: On the effectiveness of Infinite Learning Rate Schedule for Continual Pre-training Paul Janson Vaibhav Singh Paria Mehrbod Adam Ibrahim Irina Rish Eugene Belilovsky Benjamin Thérien CLL 83 0 0 04 Mar 2025
LoRA-Null: Low-Rank Adaptation via Null Space for Large Language Models Pengwei Tang Yue Liu Dongjie Zhang Xing Wu Debing Zhang 70 0 0 04 Mar 2025
SemGeoMo: Dynamic Contextual Human Motion Generation with Semantic and Geometric Guidance Peishan Cong Ziyi Wang Y. Ma Xiangyu Yue 59 1 0 03 Mar 2025
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface Hao Tang Chenwei Xie Haiyang Wang Xiaoyi Bao Tingyu Weng Pandeng Li Yun Zheng Liwei Wang ObjD VLM 67 0 0 03 Mar 2025
Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning Anh Tong Thanh Nguyen-Tang Dongeun Lee Duc Nguyen Toan M. Tran David Hall Cheongwoong Kang Jaesik Choi 40 0 0 03 Mar 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation Weizhi Zhang Liangwei Yang Wooseong Yang Henry Peng Zou Yuqing Liu Ke Xu Sourav Medya Philip S. Yu 71 2 0 03 Mar 2025
Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches Yifang Chen Xuyang Guo Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao Song 73 3 0 03 Mar 2025
PEO: Improving Bi-Factorial Preference Alignment with Post-Training Policy Extrapolation Yuxuan Liu 47 0 0 03 Mar 2025
Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization Siya Qi Rui Cao Yulan He Zheng Yuan HILM 66 0 0 03 Mar 2025
A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models Seyed Mohamad Ali Tousi Ramy M. A. Farag Jacket Demby's Gbenga Omotara John A. Lory Guilherme N. DeSouza 250 0 0 03 Mar 2025
Rethinking Data: Towards Better Performing Domain-Specific Small Language Models Boris Nazarov Darya Frolova Yackov Lubarsky Alexei Gaissinski Pavel Kisilev ALM 78 1 0 03 Mar 2025
Compositional Reasoning with Transformers, RNNs, and Chain of Thought Gilad Yehudai Noah Amsel Joan Bruna LRM 70 1 0 03 Mar 2025
Provable Benefits of Task-Specific Prompts for In-context Learning Xiangyu Chang Yingcong Li Muti Kara Samet Oymak Amit K. Roy-Chowdhury 65 0 0 03 Mar 2025
SwiLTra-Bench: The Swiss Legal Translation Benchmark Joel Niklaus Jakob Merane Luka Nenadic Sina Ahmadi Yingqiang Gao ... Matthew Guillod Robin Mamié Daniel Brunner Julio Pereyra Niko Grupen AILaw ELM 84 1 0 03 Mar 2025
Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh Fajri Koto Rituraj Joshi Nurdaulet Mukhituly Yunhong Wang Zhuohan Xie ... Avraham Sheinin Natalia Vassilieva Neha Sengupta Larry Murray Preslav Nakov ALM KELM 51 0 0 03 Mar 2025
Alchemist: Towards the Design of Efficient Online Continual Learning System Yuyang Huang Yuhan Liu Haryadi S. Gunawi Beibin Li Changho Hwang CLL OnRL 112 0 0 03 Mar 2025
EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 123 6 0 03 Mar 2025
Liger: Linearizing Large Language Models to Gated Recurrent Structures Disen Lan Weigao Sun Jiaxi Hu Jusen Du Yu Cheng 69 0 0 03 Mar 2025
Revisiting Large Language Model Pruning using Neuron Semantic Attribution Yizhuo Ding Xinwei Sun Yanwei Fu Guosheng Hu 66 0 0 03 Mar 2025
Spark-TTS: An Efficient LLM-Based Text-to-Speech Model with Single-Stream Decoupled Speech Tokens Xiang Wang Mingqi Jiang Zejun Ma Ziyu Zhang Shixuan Liu ... Zhifei Li Xie Chen Lei Xie Yu Guo Wei Xue 86 13 0 03 Mar 2025
Do GFlowNets Transfer? Case Study on the Game of 24/42 Adesh Gupta Abhinav Kumar Mansi Gupta Paras Chopra 105 0 0 03 Mar 2025
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction Liping Liu Chunhong Zhang Likang Wu Chuang Zhao Zheng Hu Ming He Jianping Fan LLMAG LRM 46 1 0 02 Mar 2025
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Kashun Shum Yuanmin Huang Hongjian Zou Qi Ding Yixuan Liao Xiao Chen Qian Liu Junxian He 67 2 0 02 Mar 2025
Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model Ziyuan Yang Yingyu Chen Junyao Xing Hongming Shan Yang Chen Yi Zhang 52 1 0 02 Mar 2025