Title
ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation Yanzhou Pan Huawei Lin Yide Ran Jiamin Chen Xiaodong Yu Weijie Zhao Denghui Zhang Zhaozhuo Xu 45 1 0 02 Mar 2025
LLM-Fusion: A Novel Multimodal Fusion Model for Accelerated Material Discovery Onur Boyar Indra Priyadarsini Seiji Takeda Lisa Hamada 54 0 0 02 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 49 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
GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development Leming Shen Qiang Yang Xinyu Huang Zijing Ma Yuanqing Zheng 32 1 0 02 Mar 2025
Tutorial Proposal: Speculative Decoding for Efficient LLM Inference Heming Xia Cunxiao Du Yongqian Li Qian Liu Wenjie Li 46 0 0 01 Mar 2025
Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-Sample Aggregation on Large Language Models Jayanth Mohan Jishnu Ray Chowdhury Tomas Malik Cornelia Caragea 41 0 0 01 Mar 2025
Octopus: Alleviating Hallucination via Dynamic Contrastive Decoding Wei Suo Lijun Zhang Mengyang Sun Lin Yuanbo Wu Peng Wang Yujie Zhang MLLM VLM 54 1 0 01 Mar 2025
HalCECE: A Framework for Explainable Hallucination Detection through Conceptual Counterfactuals in Image Captioning Maria Lymperaiou Giorgos Filandrianos Angeliki Dimitriou Athanasios Voulodimos Giorgos Stamou MLLM 40 0 0 01 Mar 2025
PodAgent: A Comprehensive Framework for Podcast Generation Yujia Xiao Lei He Haohan Guo Fenglong Xie Tan Lee 260 0 0 01 Mar 2025
AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models Sohan Patnaik Rishabh Jain Balaji Krishnamurthy Mausoom Sarkar 44 0 0 01 Mar 2025
RuCCoD: Towards Automated ICD Coding in Russian A. Nesterov Andrey Sakhovskiy Ivan Sviridov Airat Valiev Vladimir Makharev Petr Anokhin Galina Zubkova E. Tutubalina 53 0 0 28 Feb 2025
A Deep User Interface for Exploring LLaMa Divya Perumal Swaroop Panda 46 0 0 28 Feb 2025
FANformer: Improving Large Language Models Through Effective Periodicity Modeling Yihong Dong Ge Li Xue Jiang Yongding Tao Kechi Zhang ... Huanyu Liu Jiazheng Ding Jia Li Jinliang Deng Hong Mei AI4TS 48 0 0 28 Feb 2025
Collective Reasoning Among LLMs A Framework for Answer Validation Without Ground Truth Seyed Pouyan Mousavi Davoudi Alireza Shafiee Fard Alireza Amiri-Margavi LRM 69 0 0 28 Feb 2025
Dimension Agnostic Neural Processes Hyungi Lee Chaeyun Jang Dongbok Lee Juho Lee UQCV AI4CE 57 0 0 28 Feb 2025
Are LLMs Ready for Practical Adoption for Assertion Generation? Vaishnavi Pulavarthi Deeksha Nandal Soham Dan Debjit Pal 64 2 0 28 Feb 2025
Optimizing Large Language Models for ESG Activity Detection in Financial Texts Mattia Birti Francesco Osborne Andrea Maurino 49 0 0 28 Feb 2025
MV-MATH: Evaluating Multimodal Math Reasoning in Multi-Visual Contexts Peijie Wang Zhong-Zhi Li Fei Yin Xin Yang Dekang Ran Cheng-Lin Liu LRM 55 5 0 28 Feb 2025
Adaptive Keyframe Sampling for Long Video Understanding Xi Tang Jihao Qiu Lingxi Xie Yunjie Tian Jianbin Jiao Qixiang Ye 90 0 0 28 Feb 2025
RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete Yuheng Ji Huajie Tan Jiayu Shi Xiaoshuai Hao Yuan Zhang ... Huaihai Lyu Xiaolong Zheng Jiaming Liu Zhongyuan Wang Shanghang Zhang 102 8 0 28 Feb 2025
UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning J.N. Zhang Shuang Yang B. Li AAML LLMAG 58 0 0 28 Feb 2025
Retrieval Backward Attention without Additional Training: Enhance Embeddings of Large Language Models via Repetition Yifei Duan Raphael Shang Deng Liang Yongqiang Cai 92 0 0 28 Feb 2025
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs Xiaomin Li Zhou Yu Ziji Zhang Yingying Zhuang Shri Kiran Srinivasan Narayanan Sadagopan Anurag Beniwal HILM 65 0 0 28 Feb 2025
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation Haitao Li Yexin Chen Yiran Hu Qingyao Ai Junjie Chen Xiaoyu Yang J. Yang Yueyue Wu Zeyang Liu Yang Liu AILaw RALM ELM 64 0 0 28 Feb 2025
Plan2Align: Predictive Planning Based Test-Time Preference Alignment in Paragraph-Level Machine Translation Kuang-Da Wang Teng-Ruei Chen Yu-Heng Hung Shuoyang Ding Yueh-Hua Wu Yu-Chun Wang Chao-Han Huck Yang Wen-Chih Peng Ping-Chun Hsieh 79 0 0 28 Feb 2025
Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking Yifan Zhang Wenyu Du Dongming Jin Jie Fu Zhi Jin LRM 60 0 0 27 Feb 2025
LIFT-GS: Cross-Scene Render-Supervised Distillation for 3D Language Grounding Ang Cao Sergio Arnaud Oleksandr Maksymets Jianing Yang Ayush Jain ... Aravind Rajeswaran Franziska Meier Justin Johnson Jeong Joon Park Alexander Sax 73 0 0 27 Feb 2025
HuAMR: A Hungarian AMR Parser and Dataset Botond Barta Endre Hamerlik Milán Konor Nyist Judit Ács 48 0 0 27 Feb 2025
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation Qianxi He Qianyu He Jiaqing Liang Yanghua Xiao Weikang Zhou Zeye Sun Fei Yu LRM 79 0 0 27 Feb 2025
SkipPipe: Partial and Reordered Pipelining Framework for Training LLMs in Heterogeneous Networks Nikolay Blagoev Lydia Yiyu Chen Oğuzhan Ersoy 67 0 0 27 Feb 2025
Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models Rui Hu Delai Qiu Shuyu Wei J.N. Zhang Yining Wang Shengping Liu Jitao Sang AuLLM VLM 59 0 0 27 Feb 2025
LLMs Have Rhythm: Fingerprinting Large Language Models Using Inter-Token Times and Network Traffic Analysis Saeif Alhazbi Ahmed Mohamed Hussain Gabriele Oligeri P. Papadimitratos 63 0 0 27 Feb 2025
SoRFT: Issue Resolving with Subtask-oriented Reinforced Fine-Tuning Zexiong Ma Chao Peng Pengfei Gao Xiangxin Meng Yanzhen Zou Bing Xie MoMe OffRL LRM 73 4 0 27 Feb 2025
Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study Reza Abbasi Ali Nazari Aminreza Sefid Mohammadali Banayeeanzade M. Rohban M. Baghshah VLM 64 1 0 27 Feb 2025
Climate And Resource Awareness is Imperative to Achieving Sustainable AI (and Preventing a Global AI Arms Race) Pedram Bakhtiarifard Pınar Tözün Christian Igel Raghavendra Selvan 64 0 0 27 Feb 2025
Can Textual Gradient Work in Federated Learning? Minghui Chen Ruinan Jin Wenlong Deng Yuanyuan Chen Zhi Huang Han Yu Xiaoxiao Li FedML 94 2 0 27 Feb 2025
Chitranuvad: Adapting Multi-Lingual LLMs for Multimodal Translation Shaharukh Khan Ayush Tarun Ali Faraz Palash Kamble Vivek Dahiya Praveen Kumar Pokala Ashish Kulkarni Chandra Khatri Abhinav Ravi Shubham Agarwal 251 0 0 27 Feb 2025
FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework S M Sarwar AI4MH 51 0 0 27 Feb 2025
FOReCAst: The Future Outcome Reasoning and Confidence Assessment Benchmark Zhangdie Yuan Zifeng Ding Andreas Vlachos AI4TS 89 0 0 27 Feb 2025
Physics-Driven Data Generation for Contact-Rich Manipulation via Trajectory Optimization Lujie Yang H.J. Terry Suh Tong Zhao B. P. Graesdal Tarik Kelestemur Jiuguang Wang Tao Pang Russ Tedrake 91 3 0 27 Feb 2025
Can Large Language Models Unveil the Mysteries? An Exploration of Their Ability to Unlock Information in Complex Scenarios Chao Wang Luning Zhang Ziyi Wang Yang Zhou ELM VLM LRM 66 1 0 27 Feb 2025
Improving Adversarial Transferability in MLLMs via Dynamic Vision-Language Alignment Attack Chenhe Gu Jindong Gu Andong Hua Yao Qin AAML 52 0 0 27 Feb 2025
Few-Shot Multilingual Open-Domain QA from 5 Examples Fan Jiang Tom Drummond Trevor Cohn 55 0 0 27 Feb 2025
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation Sucheng Ren Qihang Yu Ju He Xiaohui Shen Alan Yuille Liang-Chieh Chen VGen 90 7 0 27 Feb 2025
EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models Che Hyun Lee Heeseung Kim Jiheum Yeom Sungroh Yoon DiffM 66 0 0 27 Feb 2025
MobiLLM: Enabling LLM Fine-Tuning on the Mobile Device via Server Assisted Side Tuning Liang Li Xingke Yang Wen Wu Hao Wang Tomoaki Ohtsuki Xin Fu Miao Pan Xuemin Shen 44 1 0 27 Feb 2025
Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models Huazheng Wang Yongcheng Jing Haifeng Sun Yingjie Wang Jingchao Wang Jianxin Liao Dacheng Tao KELM MU 59 0 0 27 Feb 2025
AoECR: AI-ization of Elderly Care Robot Linkun Zhou Jian Li Yadong Mo Xuzhi Zhang Ying Zhang Shimin Wei 49 0 0 27 Feb 2025
Point Policy: Unifying Observations and Actions with Key Points for Robot Manipulation Siddhant Haldar Lerrel Pinto 3DPC 71 2 0 27 Feb 2025