Title
Grounded Chain-of-Thought for Multimodal Large Language Models Qiong Wu Xiangcong Yang Yiyi Zhou Chenxin Fang Baiyang Song Xiaoshuai Sun Rongrong Ji LRM 95 1 0 17 Mar 2025
LLM-Match: An Open-Sourced Patient Matching Model Based on Large Language Models and Retrieval-Augmented Generation Xuran Li Shaika Chowdhury Chung Il Wi Maria Vassilaki Ken Liu ... Owen Garrick Young J Juhn James R Cerhan Cui Tao Nansu Zong LM&MA 64 0 0 17 Mar 2025
Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis Alexander Ku Declan Campbell Xuechunzi Bai Jiayi Geng Ryan Liu ... Ilia Sucholutsky Veniamin Veselovsky Liyi Zhang Jian-Qiao Zhu Thomas L. Griffiths ELM 98 3 0 17 Mar 2025
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization Jingyi Zhang Jiaxing Huang H. Yao Shunyu Liu Xikun Zhang Shijian Lu Dacheng Tao LRM 65 25 0 17 Mar 2025
VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning Yong Liu Kevin Qinghong Lin C. Chen Mike Zheng Shou LM&Ro LRM 171 0 0 17 Mar 2025
MindEye-OmniAssist: A Gaze-Driven LLM-Enhanced Assistive Robot System for Implicit Intention Recognition and Task Execution Zejia Zhang Bo-Rong Yang Xinxing Chen Weizhuang Shi Haoyuan Wang Wei Luo Jian Huang 48 0 0 17 Mar 2025
Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation Songjun Tu Jiahao Lin Xiangyu Tian Qichao Zhang Linjing Li ... Nan Xu Wei He Xiangyuan Lan D. Jiang Dongbin Zhao LRM 60 4 0 17 Mar 2025
RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning Jerry Huang Siddarth Madala Risham Sidhu Cheng Niu Julia Hockenmaier Tong Zhang RALM LRM 106 2 0 17 Mar 2025
xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference M. Beck Korbinian Poppel Phillip Lippe Richard Kurle P. Blies Günter Klambauer Sebastian Böck Sepp Hochreiter LRM 59 1 0 17 Mar 2025
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning Hai-Long Sun Zhun Sun Houwen Peng Han-Jia Ye LRM 50 0 0 17 Mar 2025
DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding Xinyu Ma Ziyang Ding Zhicong Luo Chong Chen Zonghao Guo Derek F. Wong Xiaoyi Feng Maosong Sun VLM LRM 76 2 0 17 Mar 2025
3DAxisPrompt: Promoting the 3D Grounding and Reasoning in GPT-4o Dingning Liu Cheng Wang Peng Gao Renrui Zhang Xinzhu Ma Yuan Meng Zhihui Wang LRM 49 0 0 17 Mar 2025
Can Reasoning Models Reason about Hardware? An Agentic HLS Perspective Luca Collini Andrew Hennessee Ramesh Karri Siddharth Garg ELM LRM 46 1 0 17 Mar 2025
Rewards Are Enough for Fast Photo-Realistic Text-to-image Generation Yihong Luo Tianyang Hu Weijian Luo Kenji Kawaguchi Jing Tang EGVM 246 0 0 17 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yuhui Wang Shengqiong Wu Yuhan Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 95 11 0 16 Mar 2025
ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos Peiran Wu Yunze Liu Chonghan Liu Miao Liu VGen LRM 64 2 0 16 Mar 2025
Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models Teng Wang Zhangyi Jiang Zhenqi He Wenhan Yang Yanan Zheng Zeyu Li Zifan He Shenyang Tong Hailei Gong LRM 90 2 0 16 Mar 2025
Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection Shufan Li Konstantinos Kallidromitis Akash Gokul Arsh Koneru Yusuke Kato Kazuki Kozuka Aditya Grover VLM 72 1 0 15 Mar 2025
Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes Da Wu Zhanliang Wang Quan Nguyen Kai Wang 248 1 0 15 Mar 2025
PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing Cheng Deng Luoyang Sun Jiwen Jiang Yongcheng Zeng Xinjian Wu ... Haoyang Li Lei Chen Lionel M. Ni Jun Wang Jun Wang 222 0 0 15 Mar 2025
SagaLLM: Context Management, Validation, and Transaction Guarantees for Multi-Agent LLM Planning Edward Y. Chang Longling Geng LLMAG LRM 50 0 0 15 Mar 2025
Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering Kaixuan Jiang Yong Liu Weixing Chen Jingzhou Luo Ziliang Chen Ling Pan G. Li Liang Lin 70 3 0 14 Mar 2025
Residual Policy Gradient: A Reward View of KL-regularized Objective Pengcheng Wang Xinghao Zhu Yuxin Chen Chenfeng Xu Masayoshi Tomizuka Chenran Li 45 0 0 14 Mar 2025
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation Bowen Baker Joost Huizinga Leo Gao Zehao Dou M. Guan Aleksander Mądry Wojciech Zaremba J. Pachocki David Farhi LRM 77 13 0 14 Mar 2025
Implicit Bias-Like Patterns in Reasoning Models Messi H.J. Lee Calvin K. Lai LRM 61 0 0 14 Mar 2025
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? Giacomo Camposampiero Michael Hersche Roger Wattenhofer Abu Sebastian Abbas Rahimi LRM 58 2 0 14 Mar 2025
V-STaR: Benchmarking Video-LLMs on Video Spatio-Temporal Reasoning Zixu Cheng Jian Hu Ziquan Liu Chenyang Si Wei Li Shaogang Gong LRM 83 2 0 14 Mar 2025
X-EcoMLA: Upcycling Pre-Trained Attention into MLA for Efficient and Extreme KV Compression Guihong Li Mehdi Rezagholizadeh Mingyu Yang Vikram Appia Emad Barsoum VLM 65 0 0 14 Mar 2025
Reinforcement Learning Outperforms Supervised Fine-Tuning: A Case Study on Audio Question Answering Gang Li Jizhong Liu Heinrich Dinkel Yadong Niu Junbo Zhang Jian Luan OffRL LRM ReLM 71 8 0 14 Mar 2025
A Review of DeepSeek Models' Key Innovative Techniques Chengen Wang Murat Kantarcioglu VLM OffRL 56 0 0 14 Mar 2025
Combinatorial Optimization for All: Using LLMs to Aid Non-Experts in Improving Optimization Algorithms Camilo Chacón Sartori Christian Blum 56 0 0 14 Mar 2025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation Weihao Xuan Rui Yang Heli Qi Qingcheng Zeng Yunze Xiao ... Edison Marrese-Taylor Shijian Lu Yusuke Iwasawa Yutaka Matsuo Irene Z Li ELM 75 3 0 13 Mar 2025
New Trends for Modern Machine Translation with Large Reasoning Models Sinuo Liu Chenyang Lyu Mingyang Wu Longyue Wang Weihua Luo Kaifu Zhang Zifu Shang LRM 71 3 0 13 Mar 2025
Evaluating Mathematical Reasoning Across Large Language Models: A Fine-Grained Approach Afrar Jahin Arif Hassan Zidan Wei Zhang Yu Bao Tianming Liu LRM 81 1 0 13 Mar 2025
LLMs in Disease Diagnosis: A Comparative Study of DeepSeek-R1 and O3 Mini Across Chronic Health Conditions Gaurav Kumar Gupta Pranal Pande 65 0 0 13 Mar 2025
TokenCarve: Information-Preserving Visual Token Compression in Multimodal Large Language Models Xudong Tan Peng Ye Chongjun Tu Jianjian Cao Yaoxin Yang Lin Zhang Dongzhan Zhou Tao Chen VLM 64 0 0 13 Mar 2025
VisualPRM: An Effective Process Reward Model for Multimodal Reasoning Weiyun Wang Zhangwei Gao L. Chen Zhe Chen Jinguo Zhu ... Lewei Lu Haodong Duan Yu Qiao Jifeng Dai Wenhai Wang LRM 73 12 0 13 Mar 2025
Transformers without Normalization Jiachen Zhu Xinlei Chen Kaiming He Yann LeCun Zhuang Liu ViT OffRL 65 8 0 13 Mar 2025
R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization Yi Yang Xiaoxuan He Hongkun Pan Xiyan Jiang Yan Deng ... Dacheng Yin Fengyun Rao Minfeng Zhu Bo Zhang Wei Chen VLM LRM 58 29 1 13 Mar 2025
Collaborative Speculative Inference for Efficient LLM Inference Serving Luyao Gao Jianchun Liu Hongli Xu Xichong Zhang Yunming Liao Liusheng Huang 46 0 0 13 Mar 2025
Finetuning Generative Trajectory Model with Reinforcement Learning from Human Feedback Derun Li Jianwei Ren Y. Wang Xin Wen Pengxiang Li ... Zhongpu Xia Peng Jia Xianpeng Lang Ningyi Xu Hang Zhao 61 1 0 13 Mar 2025
World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning Siyin Wang Zhaoye Fei Qinyuan Cheng Shanghang Zhang Panpan Cai Jinlan Fu Xipeng Qiu 61 1 0 13 Mar 2025
I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? Yuhang Liu Dong Gong Erdun Gao Zhen Zhang Zhen Zhang Biwei Huang Anton van den Hengel Javen Qinfeng Shi Javen Qinfeng Shi 241 0 0 12 Mar 2025
Reinforcement Learning is all You Need Yongsheng Lian ReLM OffRL LRM 70 0 0 12 Mar 2025
Global Position Aware Group Choreography using Large Language Model Haozhou Pang Tianwei Ding Lanshan He Qi Gan SLR 72 0 0 12 Mar 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Bowen Jin Hansi Zeng Zhenrui Yue Dong Wang Sercan Ö. Arik Dong Wang Hamed Zamani Jiawei Han RALM ReLM KELM OffRL AI4TS LRM 89 38 0 12 Mar 2025
Learning richness modulates equality reasoning in neural networks William L. Tong Cengiz Pehlevan 49 0 0 12 Mar 2025
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process Minjun Zhu Yixuan Weng Linyi Yang Yue Zhang ALM LRM 73 4 0 11 Mar 2025
LightPlanner: Unleashing the Reasoning Capabilities of Lightweight Large Language Models in Task Planning Weijie Zhou Yi Peng Manli Tao Chaoyang Zhao Honghui Dong Ming Tang Jinqiao Wang LLMAG LRM 52 0 0 11 Mar 2025
Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference Pol G. Recasens Ferran Agullo Yue Zhu Chen Wang Eun Kyung Lee Olivier Tardieu Jordi Torres Josep Ll. Berral 48 0 0 11 Mar 2025