Title
Efficient LLM Serving on Hybrid Real-time and Best-effort Requests Wan Borui Zhao Juntao Jiang Chenyu Guo Chuanxiong Wu Chuan VLM 44 1 0 13 Apr 2025
HD-RAG: Retrieval-Augmented Generation for Hybrid Documents Containing Text and Hierarchical Tables Chi Zhang Qiyang Chen RALM 3DV VLM 30 0 0 13 Apr 2025
AeroLite: Tag-Guided Lightweight Generation of Aerial Image Captions Xing Zi Tengjun Ni Xianjing Fan Xian Tao Jun Li Ali Braytee Mukesh Prasad 21 0 0 13 Apr 2025
SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model Kaiyu Li Zepeng Xin Li Pang Chao Pang Yupeng Deng Jing Yao Guisong Xia Deyu Meng Zhi Wang Xiangyong Cao VLM LRM 37 0 0 13 Apr 2025
Enhancing Contrastive Demonstration Selection with Semantic Diversity for Robust In-Context Machine Translation Owen Patterson Chee Ng 27 0 0 12 Apr 2025
Feature-Aware Malicious Output Detection and Mitigation Weilong Dong Peiguang Li Yu Tian Xinyi Zeng Fengdi Li Sirui Wang AAML 24 0 0 12 Apr 2025
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions Chengyu Wang Taolin Zhang Richang Hong Jun Huang ReLM LRM 37 1 0 12 Apr 2025
Large language models could be rote learners Yuyang Xu Renjun Hu Haochao Ying J. Wu Xing Shi Wei Lin ELM 48 0 0 11 Apr 2025
Bringing Structure to Naturalness: On the Naturalness of ASTs Profir-Petru Pârţachi Mahito Sugiyama 23 0 0 11 Apr 2025
SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting Jiaming Xu Jiayi Pan Yongkang Zhou Siming Chen J. Li Yaoxiu Lian Junyi Wu Guohao Dai LRM 33 0 0 11 Apr 2025
MSCCL++: Rethinking GPU Communication Abstractions for Cutting-edge AI Applications Aashaka Shah Abhinav Jangda B. Li Caio Rocha Changho Hwang ... Peng Cheng Qinghua Zhou Roshan Dathathri Saeed Maleki Ziyue Yang GNN 47 0 0 11 Apr 2025
An LLM Framework For Cryptography Over Chat Channels D. Gligoroski Mayank Raikwar Sonu Kumar Jha 19 0 0 11 Apr 2025
Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices Shengyuan Ye Bei Ouyang Liekang Zeng Tianyi Qian Xiaowen Chu Jian Tang Xu Chen 29 0 0 11 Apr 2025
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering Jasper Linders Jakub M. Tomczak RALM 42 0 0 11 Apr 2025
Large Language Model Empowered Recommendation Meets All-domain Continual Pre-Training Haokai Ma Yunshan Ma Ruobing Xie Lei Meng Jialie Shen X. Sun Zhanhui Kang Tat-Seng Chua CLL LRM 32 0 0 11 Apr 2025
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 36 1 0 11 Apr 2025
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation Tianwei Xiong Jun Hao Liew Zilong Huang Jiashi Feng Xihui Liu 29 0 0 11 Apr 2025
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization Yang Jiao X. Wang Kai Yang AAML SILM 31 0 0 10 Apr 2025
Robust Hallucination Detection in LLMs via Adaptive Token Selection Mengjia Niu Hamed Haddadi Guansong Pang HILM 53 0 0 10 Apr 2025
Perception-R1: Pioneering Perception Policy with Reinforcement Learning En Yu Kangheng Lin Liang Zhao Jisheng Yin Yana Wei ... Zheng Ge Xiangyu Zhang Daxin Jiang Jingyu Wang Wenbing Tao VLM OffRL LRM 35 0 0 10 Apr 2025
How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension Hao Li Liuzhenghao Lv He Cao Zijing Liu Zhiyuan Yan Yu Wang Yonghong Tian Y. Li Li Yuan 27 0 0 10 Apr 2025
Redefining Machine Translation on Social Network Services with Large Language Models Hongcheng Guo Fei Zhao Shaosheng Cao Xinze Lyu Z. Liu ... Boyang Wang Z. Li Chonggang Lu Zhe Xu Yao Hu 23 0 0 10 Apr 2025
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora Alex Warstadt Aaron Mueller Leshem Choshen E. Wilcox Chengxu Zhuang ... Rafael Mosquera Bhargavi Paranjape Adina Williams Tal Linzen Ryan Cotterell 32 106 0 10 Apr 2025
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models Joel Barmettler Abraham Bernstein Luca Rossetto KELM 3DV 39 0 0 10 Apr 2025
From Speech to Summary: A Comprehensive Survey of Speech Summarization Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Alexander Waibel 36 0 0 10 Apr 2025
Classifying the Unknown: In-Context Learning for Open-Vocabulary Text and Symbol Recognition Tom Simon William Mocaer Pierrick Tranouez Clément Chatelain Thierry Paquet MLLM VLM 51 0 0 09 Apr 2025
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning Yangning Li Zihua Lan Lv Qingsong Yinghui Li Hai-Tao Zheng 25 0 0 09 Apr 2025
NLP Security and Ethics, in the Wild Heather Lent Erick Galinkin Yiyi Chen Jens Myrup Pedersen Leon Derczynski Johannes Bjerva SILM 42 0 0 09 Apr 2025
Perception in Reflection Yana Wei Liang Zhao Kangheng Lin En Yu Yuang Peng ... Jianjian Sun Haoran Wei Zheng Ge Xiangyu Zhang Vishal M. Patel 31 0 0 09 Apr 2025
Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models Wei Chen Xin Yan Bin Wen Fan Yang Tingting Gao Di Zhang Long Chen MLLM 87 0 0 09 Apr 2025
SafeMLRM: Demystifying Safety in Multi-modal Large Reasoning Models Junfeng Fang Y. Wang Ruipeng Wang Zijun Yao Kun Wang An Zhang X. Wang Tat-Seng Chua AAML LRM 60 2 0 09 Apr 2025
Lugha-Llama: Adapting Large Language Models for African Languages Happy Buzaaba Alexander Wettig David Ifeoluwa Adelani Christiane Fellbaum 28 0 0 09 Apr 2025
OmniCaptioner: One Captioner to Rule Them All Yiting Lu Jiakang Yuan Zhen Li Shitian Zhao Qi Qin ... Lei Bai Zhibo Chen Peng Gao Bo Zhang Peng Gao MLLM 79 0 0 09 Apr 2025
Societal Impacts Research Requires Benchmarks for Creative Composition Tasks Judy Hanwen Shen Carlos Guestrin 31 0 0 09 Apr 2025
A Neuro-inspired Interpretation of Unlearning in Large Language Models through Sample-level Unlearning Difficulty Xiaohua Feng Yuyuan Li C. Wang Junlin Liu L. Zhang Chaochao Chen MU 29 0 0 09 Apr 2025
Bridging the Gap Between Preference Alignment and Machine Unlearning Xiaohua Feng Yuyuan Li Huwei Ji Jiaming Zhang L. Zhang Tianyu Du Chaochao Chen MU 38 0 0 09 Apr 2025
Separator Injection Attack: Uncovering Dialogue Biases in Large Language Models Caused by Role Separators Xitao Li H. Wang Jiang Wu Ting Liu AAML 26 0 0 08 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye X. Chen Siqiang Luo 3DV 36 0 0 08 Apr 2025
StayLTC: A Cost-Effective Multimodal Framework for Hospital Length of Stay Forecasting Sudeshna Jana Manjira Sinha Tirthankar Dasgupta AI4TS 16 0 0 08 Apr 2025
Leveraging Prompt-Tuning for Bengali Grammatical Error Explanation Using Large Language Models Subhankar Maity Aniket Deroy LRM 19 0 0 08 Apr 2025
Information-Theoretic Reward Decomposition for Generalizable RLHF Liyuan Mao Haoran Xu Amy Zhang Weinan Zhang Chenjia Bai 31 0 0 08 Apr 2025
Model-Agnostic Policy Explanations with Large Language Models Zhang Xi-Jia Yue (Sophie) Guo Shufei Chen Simon Stepputtis Matthew C. Gombolay Katia P. Sycara Joseph Campbell LM&Ro LRM 57 0 0 08 Apr 2025
Intrinsic Saliency Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation Xiangyu Zheng Wanyun Li Songcheng He Xiaoqiang Li We Zhang VOS 20 0 0 08 Apr 2025
DEL: Context-Aware Dynamic Exit Layer for Efficient Self-Speculative Decoding Hossein Entezari Zarch Lei Gao Chaoyi Jiang Murali Annavaram LRM 26 0 0 08 Apr 2025
V-MAGE: A Game Evaluation Framework for Assessing Visual-Centric Capabilities in Multimodal Large Language Models Xiangxi Zheng Linjie Li Z. Yang Ping Yu Alex Jinpeng Wang Rui Yan Yuan Yao Lijuan Wang LRM 16 0 0 08 Apr 2025
ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs Gejian Zhao Hanzhou Wu Xinpeng Zhang Athanasios V. Vasilakos LRM 31 1 0 08 Apr 2025
Assessing how hyperparameters impact Large Language Models' sarcasm detection performance Montgomery Gole Andriy Miranskyy AI4MH 21 0 0 08 Apr 2025
Sugar-Coated Poison: Benign Generation Unlocks LLM Jailbreaking Yu-Hang Wu Yu-Jie Xiong Jie-Zhang AAML 25 0 0 08 Apr 2025
SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation Hao Du Bo Wu Yan Lu Zhendong Mao 22 0 0 08 Apr 2025
REEF: Relevance-Aware and Efficient LLM Adapter for Video Understanding Sakib Reza Xiyun Song Heather Yu Zongfang Lin Mohsen Moghaddam Octavia Camps 23 0 0 07 Apr 2025