Title
Learning to Instruct for Visual Instruction Tuning Zhihan Zhou Feng Hong Jiaan Luo Jiangchao Yao Dongsheng Li Bo Han Yuyao Zhang Yanfeng Wang VLM 66 0 0 28 Mar 2025
Resona: Improving Context Copying in Linear Recurrence Models with Retrieval Xinyu Wang Linrui Ma Jerry Huang Peng Lu Prasanna Parthasarathi Xiao-Wen Chang Boxing Chen Yufei Cui KELM 53 1 0 28 Mar 2025
SocialGen: Modeling Multi-Human Social Interaction with Language Models Heng Yu Juze Zhang Changan Chen Tiange Xiang Yusu Fang Juan Carlos Niebles Ehsan Adeli VGen 49 0 0 28 Mar 2025
Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering Magdalena Kaiser Gerhard Weikum 42 0 0 28 Mar 2025
Learning to Reason for Long-Form Story Generation Alexander Gurung Mirella Lapata ReLM OffRL LRM 63 1 0 28 Mar 2025
DSO: Aligning 3D Generators with Simulation Feedback for Physical Soundness Ruining Li Chuanxia Zheng Christian Rupprecht Andrea Vedaldi 42 1 0 28 Mar 2025
Controlling Large Language Model with Latent Actions Chengxing Jia Ziniu Li Pengyuan Wang Yi-Chen Li Zhenyu Hou Yuxiao Dong Y. Yu 56 0 0 27 Mar 2025
FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs Xiaoqin Wang Xusen Ma Xianxu Hou Meidan Ding Yudong Li Junliang Chen Wenting Chen Xiaoyang Peng LinLin Shen CVBM 73 0 0 27 Mar 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 51 0 0 27 Mar 2025
3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models Yuyao Zhang Mengchen Zhang Tong Wu Tengfei Wang Gordon Wetzstein Dahua Lin Ziwei Liu ELM 79 0 0 27 Mar 2025
ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models Chung-En Sun Ge Yan Tsui-Wei Weng KELM LRM 65 0 0 27 Mar 2025
Boosting Large Language Models with Mask Fine-Tuning M. Zhang Yue Bai Huan Wang Yizhou Wang Qihua Dong Y. Fu CLL 53 0 0 27 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian Sun Wei Ma 72 1 0 27 Mar 2025
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization Zhouhong Gu Xingzhou Chen Xiaoran Shi Tao Wang Suhang Zheng Tianyu Li Hongwei Feng Yanghua Xiao 78 0 0 26 Mar 2025
Optimizing Safe and Aligned Language Generation: A Multi-Objective GRPO Approach Xuying Li Zhuo Li Yuji Kosuga Victor Bian 53 3 0 26 Mar 2025
A multi-agentic framework for real-time, autonomous freeform metasurface design Robert Lupoiu Yixuan Shao Tianxiang Dai Chenkai Mao Kofi Edee Jonathan A. Fan AI4CE 73 0 0 26 Mar 2025
Cyborg Data: Merging Human with AI Generated Training Data Kai North Christopher Ormerod 37 0 0 26 Mar 2025
Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy Yinan Sun Xiongkuo Min Zicheng Zhang Yixuan Gao Yuhang Cao Guangtao Zhai VLM 64 0 0 26 Mar 2025
Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs Zitian Wang Yue Liao Kang Rong Fengyun Rao Yibo Yang Si Liu 75 0 0 26 Mar 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning Yiwei Ma Guohai Xu Xiaoshuai Sun Jiayi Ji Jie Lou Debing Zhang Rongrong Ji 95 0 0 26 Mar 2025
Multi-head Reward Aggregation Guided by Entropy Xiaomin Li Xupeng Chen Jingxuan Fan Eric Hanchen Jiang Mingye Gao AAML 60 2 0 26 Mar 2025
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead Viktor Schlegel Anil A Bharath Zilong Zhao Kevin Yee 71 0 0 26 Mar 2025
Reasoning Beyond Limits: Advances and Open Problems for LLMs M. Ferrag Norbert Tihanyi Merouane Debbah ELM OffRL LRM AI4CE 167 2 0 26 Mar 2025
ASGO: Adaptive Structured Gradient Optimization Kang An Yuxing Liu Rui Pan Shiqian Ma D. Goldfarb Tong Zhang ODL 97 2 0 26 Mar 2025
TransDiffSBDD: Causality-Aware Multi-Modal Structure-Based Drug Design Xiuyuan Hu Guoqing Liu Can Chen Yang Zhao Hao Zhang Xue Liu 64 2 0 26 Mar 2025
Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy Joonhyun Jeong Seyun Bae Yeonsung Jung Jaeryong Hwang Eunho Yang AAML 45 1 0 26 Mar 2025
Linguistic Blind Spots of Large Language Models Jiali Cheng Hadi Amiri 60 1 0 25 Mar 2025
RL-finetuning LLMs from on- and off-policy data with a single algorithm Yunhao Tang Taco Cohen David W. Zhang Michal Valko Rémi Munos OffRL 44 2 0 25 Mar 2025
DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning Fucai Ke Vijay Kumar B G Xingjian Leng Zhixi Cai Zaid Khan Weiqing Wang P. D. Haghighi H. Rezatofighi Manmohan Chandraker 46 0 0 25 Mar 2025
FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models Dahyun Jung Seungyoon Lee Hyeonseok Moon Chanjun Park Heuiseok Lim AAML ALM ELM 58 0 0 25 Mar 2025
Direct Post-Training Preference Alignment for Multi-Agent Motion Generation Models Using Implicit Feedback from Pre-training Demonstrations Ran Tian Kratarth Goel 46 0 0 25 Mar 2025
CubeRobot: Grounding Language in Rubik's Cube Manipulation via Vision-Language Model Feiyang Wang Xiaomin Yu Wangyu Wu LM&Ro 65 0 0 25 Mar 2025
Generative Linguistics, Large Language Models, and the Social Nature of Scientific Success Sophie Hao ELM AI4CE 54 0 0 25 Mar 2025
OmniNova:A General Multimodal Agent Framework Pengfei Du LLMAG 47 0 0 25 Mar 2025
SparSamp: Efficient Provably Secure Steganography Based on Sparse Sampling Yaofei Wang Gang Pei Kejiang Chen Jinyang Ding Chao Pan Weilong Pang Donghui Hu Weixi Zhang 49 1 0 25 Mar 2025
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators Seungone Kim Ian Wu Jinu Lee Xiang Yue Seongyun Lee ... Kiril Gashteovski Carolin (Haas) Lawrence J. Hockenmaier Graham Neubig Sean Welleck LRM 53 2 0 25 Mar 2025
Learning to chain-of-thought with Jensen's evidence lower bound Yunhao Tang Sid Wang Rémi Munos BDL OffRL LRM 55 0 0 25 Mar 2025
Optimizing Language Models for Inference Time Objectives using Reinforcement Learning Yunhao Tang Kunhao Zheng Gabriel Synnaeve Rémi Munos 41 1 0 25 Mar 2025
MIRAGE: Multimodal Immersive Reasoning and Guided Exploration for Red-Team Jailbreak Attacks Wenhao You Bryan Hooi Yiwei Wang Yibo Wang Zong Ke Ming Yang Zi Huang Yujun Cai AAML 61 0 0 24 Mar 2025
LLM Benchmarking with LLaMA2: Evaluating Code Development Performance Across Multiple Programming Languages Patrick Diehl Nojoud Nader Maxim Moraru Steven R. Brandt 39 1 0 24 Mar 2025
CoMP: Continual Multimodal Pre-training for Vision Foundation Models Yuxiao Chen L. Meng Wujian Peng Zuxuan Wu Yu-Gang Jiang VLM 53 0 0 24 Mar 2025
InPO: Inversion Preference Optimization with Reparametrized DDIM for Efficient Diffusion Model Alignment Yunfan LU Qichao Wang H. Cao Xierui Wang Xiaoyin Xu Min Zhang 64 0 0 24 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 62 2 0 24 Mar 2025
Latent Embedding Adaptation for Human Preference Alignment in Diffusion Planners Wen Zheng Terence Ng Jianda Chen Yuan Xu Tianwei Zhang 41 0 0 24 Mar 2025
Fundamental Safety-Capability Trade-offs in Fine-tuning Large Language Models Pin-Yu Chen Han Shen Payel Das Tianyi Chen 50 0 0 24 Mar 2025
Evolutionary Policy Optimization Jianren Wang Yifan Su Abhinav Gupta Deepak Pathak 50 0 0 24 Mar 2025
Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning Yufei Zhan Yousong Zhu Shurong Zheng Hongyin Zhao Fan Yang Ming Tang Jize Wang VLM 67 3 0 23 Mar 2025
Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities Weixiang Zhao Xingyu Sui Jiahe Guo Yulin Hu Yang Deng Yanyan Zhao Bing Qin Wanxiang Che Tat-Seng Chua Ting Liu ELM LRM 64 4 0 23 Mar 2025
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization Zefeng Zhang Hengzhu Tang Shuaiyi Nie Zhenyu Zhang Yiming Ren Zhenyang Li Dawei Yin Duohe Ma Tingwen Liu 52 0 0 23 Mar 2025
Understanding Inverse Reinforcement Learning under Overparameterization: Non-Asymptotic Analysis and Global Optimality Ruijia Zhang Siliang Zeng Chenliang Li Alfredo García Mingyi Hong 67 0 0 22 Mar 2025