Title
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Xuan Li Jun Zhu Qinsheng Zhang DiffM 80 1 0 03 Mar 2025
Cyber for AI at SemEval-2025 Task 4: Forgotten but Not Lost: The Balancing Act of Selective Unlearning in Large Language Models Dinesh Srivasthav P Bala Mallikarjunarao Garlapati MU 49 0 0 02 Mar 2025
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems Song Xia Yi Yu Wenhan Yang Meiwen Ding Zhuo Chen Lingyu Duan Alex C. Kot Xudong Jiang 87 2 0 01 Mar 2025
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning Sunghyeon Woo Sol Namkung Sunwoo Lee Inho Jeong Beomseok Kim Dongsuk Jeon 72 0 0 28 Feb 2025
Fine-Grained Retrieval-Augmented Generation for Visual Question Answering Zhengxuan Zhang Yin Wu Yuyu Luo Nan Tang 57 0 0 28 Feb 2025
Personalized Causal Graph Reasoning for LLMs: A Case Study on Dietary Recommendations Zhongqi Yang Amir M. Rahmani 55 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 82 7 0 28 Feb 2025
Protecting multimodal large language models against misleading visualizations Jonathan Tonglet Tinne Tuytelaars Marie-Francine Moens Iryna Gurevych 95 2 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 82 0 0 27 Feb 2025
Mixtera: A Data Plane for Foundation Model Training Maximilian Böther Xiaozhe Yao Tolga Kerimoglu Ana Klimovic Viktor Gsteiger Ana Klimovic MoE 132 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 126 9 0 27 Feb 2025
Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems Nayoung Choi Grace Byun Andrew Chung Ellie S. Paek S. Lee Jinho D. Choi RALM 142 1 0 26 Feb 2025
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Jiazhen Pan Che Liu Junde Wu Fenglin Liu Jiayuan Zhu Hongwei Bran Li Chen Chen Cheng Ouyang Daniel Rueckert LRM LM&MA VLM 117 24 0 26 Feb 2025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? Yancheng He Shilong Li Jing Liu Weixun Wang Xingyuan Bu ... Zhongyuan Peng Zhenru Zhang Zhicheng Zheng Wenbo Su Bo Zheng ELM LRM 101 13 0 26 Feb 2025
BIG-Bench Extra Hard Mehran Kazemi Bahare Fatemi Hritik Bansal John Palowitch Chrysovalantis Anastasiou ... Kate Olszewska Yi Tay Vinh Q. Tran Quoc V. Le Orhan Firat ELM LRM 216 10 0 26 Feb 2025
Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs Shiyu Xiang Ansen Zhang Yanfei Cao Yang Fan Ronghao Chen AAML 78 1 0 26 Feb 2025
Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective Jiawei Huang Bingcong Li Christoph Dann Niao He OffRL 161 1 0 26 Feb 2025
Project Alexandria: Towards Freeing Scientific Knowledge from Copyright Burdens via LLMs Christoph Schuhmann Gollam Rabby Ameya Prabhu Tawsif Ahmed Andreas Hochlehnert ... Ludwig Schmidt R. Kaczmarczyk Sören Auer J. Jitsev Matthias Bethge 263 0 0 26 Feb 2025
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble Zhijun Chen Jingzheng Li Pengpeng Chen Zhuoran Li Kai Sun Yuankai Luo Qianren Mao Dingqi Yang Hailong Sun Philip S. Yu ELM 93 10 0 25 Feb 2025
Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods Nicola Cecere Andrea Bacciu Ignacio Fernández Tobías Amin Mantrach 85 1 0 25 Feb 2025
Can Large Language Models Extract Customer Needs as well as Professional Analysts? Artem Timoshenko Chengfeng Mao J. Hauser ELM 82 0 0 25 Feb 2025
Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring Xuansheng Wu Padmaja Pravin Saraf Gyeong-Geon Lee Ehsan Latif Ninghao Liu Xiaoming Zhai 113 10 0 24 Feb 2025
MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference Zhongwei Wan Jikang Cheng Xin Wang Junfeng Fang Zheda Mai Hao Fei VLM 84 4 0 24 Feb 2025
CHBench: A Chinese Dataset for Evaluating Health in Large Language Models Chenlu Guo Nuo Xu Yi-Ju Chang Yuan Wu AI4MH LM&MA 74 2 0 24 Feb 2025
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking Shahriar Kabir Nahin R. N. Nandi Sagor Sarker Quazi Sarwar Muhtaseem Md. Kowsher Apu Chandraw Shill Md Ibrahim Mehadi Hasan Menon Tareq Al Muntasir Firoj Alam 117 0 0 24 Feb 2025
Dataset Featurization: Uncovering Natural Language Features through Unsupervised Data Reconstruction Michal Bravansky Vaclav Kubon Suhas Hariharan Robert Kirk 85 1 0 24 Feb 2025
Towards Foundation Models for Mixed Integer Linear Programming Sirui Li Janardhan Kulkarni Ishai Menache Cathy Wu Beibin Li 89 6 0 24 Feb 2025
Unveiling Downstream Performance Scaling of LLMs: A Clustering-Based Perspective Chengyin Xu Kaiyuan Chen Xiao Li Ke Shen Chenggang Li OffRL 116 0 0 24 Feb 2025
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility Martin Kuo Jingyang Zhang Jianyi Zhang Minxue Tang Louis DiValentin ... William Chen Amin Hass Tianlong Chen Yuxiao Chen Haoyang Li MU KELM 73 2 0 24 Feb 2025
BERTtime Stories: Investigating the Role of Synthetic Story Data in Language Pre-training Nikitas Theodoropoulos Giorgos Filandrianos Vassilis Lyberatos Maria Lymperaiou Giorgos Stamou SyDa 136 1 0 24 Feb 2025
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents Taiyi Wang Zhihao Wu Jianheng Liu Jianye Hao Jun Wang Kun Shao OffRL 62 20 0 24 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 133 46 0 24 Feb 2025
Towards Automated Penetration Testing: Introducing LLM Benchmark, Analysis, and Improvements I. Isozaki Manil Shrestha Rick Console Edward Kim ELM 92 5 0 24 Feb 2025
PiCO: Peer Review in LLMs based on the Consistency Optimization Kun-Peng Ning Shuo Yang Yu-Yang Liu Jia-Yu Yao Zhen-Hui Liu Yu Wang Ming Pang Li Yuan ALM 152 9 0 24 Feb 2025
Measuring and Benchmarking Large Language Models' Capabilities to Generate Persuasive Language Amalie Brogaard Pauli Isabelle Augenstein Ira Assent 64 7 0 24 Feb 2025
A Split-Window Transformer for Multi-Model Sequence Spammer Detection using Multi-Model Variational Autoencoder Zhou Yang Yucai Pang Hongbo Yin Yunpeng Xiao ViT 67 0 0 23 Feb 2025
Can ChatGPT Learn to Count Letters? Javier Conde Gonzalo Martínez Pedro Reviriego Zhen Gao Shanshan Liu Fabrizio Lombardi 59 1 0 23 Feb 2025
Tracking the Copyright of Large Vision-Language Models through Parameter Learning Adversarial Images Yubo Wang Jianting Tang Chaohu Liu Linli Xu AAML 121 1 0 23 Feb 2025
Speed and Conversational Large Language Models: Not All Is About Tokens per Second Javier Conde Miguel González Pedro Reviriego Zhen Gao Shanshan Liu Fabrizio Lombardi 62 3 0 23 Feb 2025
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals Linda Zeng Rithwik Gupta Divij Motwani Diji Yang Yi Zhang AAML 99 2 0 22 Feb 2025
RAG-Enhanced Collaborative LLM Agents for Drug Discovery Namkyeong Lee Edward De Brouwer Ehsan Hajiramezanali Tommaso Biancalani Chanyoung Park Gabriele Scalia 87 0 0 22 Feb 2025
How Much Do LLMs Hallucinate across Languages? On Multilingual Estimation of LLM Hallucination in the Wild Saad Obaid ul Islam Anne Lauscher Goran Glavaš HILM LRM 138 2 0 21 Feb 2025
Deterministic Reversible Data Augmentation for Neural Machine Translation Jiashu Yao Heyan Huang Zeming Liu Yuhang Guo 114 0 0 21 Feb 2025
Hyperspherical Normalization for Scalable Deep Reinforcement Learning Hojoon Lee Youngdo Lee Takuma Seno Donghu Kim Peter Stone Jaegul Choo 115 2 0 21 Feb 2025
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation SeongYeub Chu JongWoo Kim MunYong Yi 80 4 0 21 Feb 2025
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation Shuo Tang Xianghe Pang Zexi Liu Bohan Tang Guangyi Liu Xiaowen Dong Yanjie Wang Yanfeng Wang Tian Jin SyDa LLMAG 155 5 0 21 Feb 2025
QUILL: Quotation Generation Enhancement of Large Language Models Jin Xiao Bowei Zhang Qianyu He Jiaqing Liang Feng Wei Jinglei Chen Zujie Liang Deqing Yang Yanghua Xiao HILM LRM 164 0 0 21 Feb 2025
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse Jingbo Yang Bairu Hou Wei Wei Yujia Bao Shiyu Chang VLM 113 2 0 21 Feb 2025
Taxonomy-Guided Zero-Shot Recommendations with LLMs Yueqing Liang Liangwei Yang Chen Wang Xiongxiao Xu Philip S. Yu Kai Shu 83 8 0 21 Feb 2025
Forgotten Polygons: Multimodal Large Language Models are Shape-Blind William Rudman Michal Golovanesky Amir Bar Vedant Palit Yann LeCun Carsten Eickhoff Ritambhara Singh LRM 92 3 0 21 Feb 2025