Title
Towards Scalable and Cross-Lingual Specialist Language Models for Oncology Morteza Rohanian Tarun Mehra Nicola Miglino Farhad Nooralahzadeh Michael Krauthammer Andreas Wicki LM&MA 44 0 0 11 Mar 2025
Multi-Cue Adaptive Visual Token Pruning for Large Vision-Language Models Bozhi Luan Wengang Zhou Hao Feng Zhe Wang Xiaosong Li Haoyang Li VLM 70 0 0 11 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
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 61 1 0 11 Mar 2025
Towards Large-scale Chemical Reaction Image Parsing via a Multimodal Large Language Model Yufan Chen Ching Ting Leung Jianwei Sun Yong Huang Linyan Li Hao Chen Hanyu Gao 71 0 0 11 Mar 2025
Large Language Model as Meta-Surrogate for Data-Driven Many-Task Optimization: A Proof-of-Principle Study Xuzhi Zhang Yue-jiao Gong Jun Zhang 69 0 0 11 Mar 2025
Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework Zhuo Zhi Chen Feng Adam Daneshmend Mine Orlu Andreas Demosthenous L. Yin Da Li Ziquan Liu Miguel R. D. Rodrigues LRM 77 1 0 11 Mar 2025
1LoRA: Summation Compression for Very Low-Rank Adaptation Alessio Quercia Zhuo Cao Arya Bangun Richard D. Paul Abigail Morrison Ira Assent Hanno Scharr 63 0 0 11 Mar 2025
Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding Maria Mihaela Trusca Liesbeth Allein 54 0 0 11 Mar 2025
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models Jialv Zou Bencheng Liao Qian Zhang Wenyu Liu Xinggang Wang Mamba MLLM 82 1 0 11 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 75 3 0 10 Mar 2025
Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark Phu-Vinh Nguyen Minh-Nam Tran Long H. B. Nguyen D. Dinh 66 0 0 10 Mar 2025
AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning Bo Jiang Shaoyu Chen Qian Zhang Wenyu Liu Xinggang Wang OffRL LRM VLM 84 5 0 10 Mar 2025
Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning Jiazheng Liu Sipeng Zheng Börje F. Karlsson Zongqing Lu 34 0 0 10 Mar 2025
Large Language Model Guided Progressive Feature Alignment for Multimodal UAV Object Detection Wentao Wu Chenglong Li Xinyu Wang Bin Luo Qi Liu 40 0 0 10 Mar 2025
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL Yingzhe Peng Gongrui Zhang Miaosen Zhang Zhiyuan You Jie Liu Qipeng Zhu Kai Yang Xingzhong Xu Xin Geng Xu Yang LRM ReLM 103 33 0 10 Mar 2025
Effect of Selection Format on LLM Performance Yuchen Han Yucheng Wu Jeffrey Willard 49 1 0 10 Mar 2025
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond Qiongxiu Li Xiaoyu Luo Yiyi Chen Johannes Bjerva 55 1 0 10 Mar 2025
V2Flow: Unifying Visual Tokenization and Large Language Model Vocabularies for Autoregressive Image Generation Guiwei Zhang Tianyu Zhang Mohan Zhou Yalong Bai Biye Li 71 0 0 10 Mar 2025
A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph Shule Hao Junpeng Bao Chuncheng Lu AI4TS KELM 51 0 0 10 Mar 2025
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting Haicheng Liao Hanlin Kong Bonan Wang Chengyue Wang Wang Ye Zhengbing He Chengzhong Xu Zhiyu Li 71 4 0 10 Mar 2025
Keeping Representation Similarity in Finetuning for Medical Image Analysis Wenqiang Zu Shenghao Xie Hao Chen Yiming Liang Lei Ma MedIm OOD 53 0 0 10 Mar 2025
Just Functioning as a Hook for Two-Stage Referring Multi-Object Tracking Weize Li Yunhao Du Qixiang Yin Zhaohui Hou Zhicheng Zhao Daqi Liu 81 0 0 10 Mar 2025
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning Xintong Li Jalend Bantupalli Ria Dharmani Yuwei Zhang Jingbo Shang 67 1 0 10 Mar 2025
PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models Michael-Andrei Panaitescu-Liess Pankayaraj Pathmanathan Yigitcan Kaya Zora Che Bang An Sicheng Zhu Aakriti Agrawal Furong Huang AAML 76 0 0 10 Mar 2025
Uncovering Cross-Domain Recommendation Ability of Large Language Models Xinyi Liu Ruijie Wang Dachun Sun Dilek Hakkani-Tur Tarek Abdelzaher 252 0 0 10 Mar 2025
ProjectEval: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation Kaiyuan Liu Youcheng Pan J. Li Daojing He Yang Xiang Yexing Du Tianrun Gao LLMAG ELM 61 1 0 10 Mar 2025
Enhanced Multi-Tuple Extraction for Alloys: Integrating Pointer Networks and Augmented Attention Mengzhe Hei Zhouran Zhang Qingbao Liu Yan Pan Xiang Zhao Yongqian Peng Yicong Ye Xin Zhang Shuxin Bai 54 0 0 10 Mar 2025
Queueing, Predictions, and LLMs: Challenges and Open Problems Michael Mitzenmacher Rana Shahout AI4TS LRM 49 1 0 10 Mar 2025
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection Shamsuddeen Hassan Muhammad N. Ousidhoum Idris Abdulmumin Seid Muhie Yimam Jan Philip Wahle ... Abinew Ali Ayele Oana Ignat Alexander Panchenko Yi Zhou Saif M. Mohammad 54 3 0 10 Mar 2025
Chameleon: Fast-slow Neuro-symbolic Lane Topology Extraction Zongzheng Zhang Xinrun Li Sizhe Zou Guoxuan Chi Siqi Li ... Guoliang Wang Guantian Zheng Leichen Wang Hang Zhao Hao Zhao 67 0 0 10 Mar 2025
Learning A Zero-shot Occupancy Network from Vision Foundation Models via Self-supervised Adaptation Sihao Lin Daqi Liu Ruochong Fu Dongrui Liu A. Song Hongwei Xie Zhihui Li Bing Wang Xiaojun Chang 82 0 0 10 Mar 2025
Linguistic Knowledge Transfer Learning for Speech Enhancement Kuo-Hsuan Hung Xugang Lu Szu-Wei Fu Huan-Hsin Tseng Hsin-Yi Lin Chii-Wann Lin Yu Tsao VLM 75 0 0 10 Mar 2025
Identity Lock: Locking API Fine-tuned LLMs With Identity-based Wake Words Hongyu Su Yifeng Gao Yifan Ding Jie Zhang 54 0 0 10 Mar 2025
Dynamic Path Navigation for Motion Agents with LLM Reasoning Yubo Zhao Qi Wu Yifan Wang Yu-Wing Tai Chi-Keung Tang LRM LLMAG 274 0 0 10 Mar 2025
ALLVB: All-in-One Long Video Understanding Benchmark Xichen Tan Yuanjing Luo Yunfan Ye Fang Liu Zhiping Cai MLLM VLM 85 0 0 10 Mar 2025
Temporal Triplane Transformers as Occupancy World Models Haoran Xu Peixi Peng Guang Tan Yiqian Chang Yisen Zhao Yonghong Tian 46 0 0 10 Mar 2025
Seesaw: High-throughput LLM Inference via Model Re-sharding Qidong Su Wei Zhao Xuelong Li Muralidhar Andoorveedu Chenhao Jiang Zhanda Zhu Kevin Song Christina Giannoula Gennady Pekhimenko LRM 77 0 0 09 Mar 2025
UniGenX: Unified Generation of Sequence and Structure with Autoregressive Diffusion Gongbo Zhang Heng Chang Renqian Luo Pipi Hu Zeru Zhao ... Maik Riechert Li-ming Yuan Lei Chen Haiguang Liu Tao Qin DiffM 56 0 0 09 Mar 2025
DependEval: Benchmarking LLMs for Repository Dependency Understanding Junjia Du Yadi Liu Hongcheng Guo Jiawei Wang Haojian Huang Yunyi Ni Zhiyu Li 51 1 0 09 Mar 2025
Evaluation of Safety Cognition Capability in Vision-Language Models for Autonomous Driving Enming Zhang Peizhe Gong Xingyuan Dai Yisheng Lv Qinghai Miao MLLM ELM 70 2 0 09 Mar 2025
PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training Cong Chen Mingyu Liu Chenchen Jing Y. Zhou Fengyun Rao Hao Chen Bo Zhang Chunhua Shen MLLM AAML VLM 67 5 0 09 Mar 2025
GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images Xiang Lan Feng Wu Kai He Qinghao Zhao Shenda Hong Mengling Feng AI4TS 66 3 0 08 Mar 2025
Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems Kibum Kim Sein Kim Hongseok Kang Jiwan Kim Heewoong Noh Yeonjun In Kanghoon Yoon Jinoh Oh Chanyoung Park 72 0 0 08 Mar 2025
Sample-aware Adaptive Structured Pruning for Large Language Models Jun Kong Xinge Ma Jin Wang Xuejie Zhang 56 0 0 08 Mar 2025
The AI Pentad, the CHARME $^{2}$ D Model, and an Assessment of Current-State AI Regulation Di Kevin Gao Sudip Mittal Jiming Wu Hongwei Du Jingdao Chen Shahram Rahimi 35 0 0 08 Mar 2025
Boosting the Local Invariance for Better Adversarial Transferability Bohan Liu Xiaosen Wang AAML 70 0 0 08 Mar 2025
Using Mechanistic Interpretability to Craft Adversarial Attacks against Large Language Models Thomas Winninger Boussad Addad Katarzyna Kapusta AAML 68 0 0 08 Mar 2025
Is Your Video Language Model a Reliable Judge? M. Liu Wensheng Zhang 72 2 0 07 Mar 2025
Reward-Centered ReST-MCTS: A Robust Decision-Making Framework for Robotic Manipulation in High Uncertainty Environments Xibai Wang 64 0 0 07 Mar 2025