Title
Resource-Efficient Language Models: Quantization for Fast and Accessible Inference Tollef Emil Jørgensen MQ 49 0 0 13 May 2025
Revealing Weaknesses in Text Watermarking Through Self-Information Rewrite Attacks Yixin Cheng Hongcheng Guo Yangming Li Leonid Sigal AAML WaLM 59 0 0 08 May 2025
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP Hanxun Huang Sarah Monazam Erfani Yige Li Xingjun Ma James Bailey AAML 34 0 0 08 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 41 0 0 08 May 2025
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction Xiaowei Zhu Yubing Ren Yanan Cao Xixun Lin Fang Fang Yangxi Li 43 0 0 08 May 2025
SPAP: Structured Pruning via Alternating Optimization and Penalty Methods Hanyu Hu Xiaoming Yuan 46 0 0 06 May 2025
Radio: Rate-Distortion Optimization for Large Language Model Compression Sean I. Young MQ 19 0 0 05 May 2025
Optimizing LLMs for Resource-Constrained Environments: A Survey of Model Compression Techniques Sanjay Surendranath Girija Shashank Kapoor Lakshit Arora Dipen Pradhan Aman Raj Ankit Shetgaonkar 52 0 0 05 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities X. Zhang Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 62 0 0 05 May 2025
An End-to-End Model For Logits Based Large Language Models Watermarking Kahim Wong Jicheng Zhou Jiantao Zhou Yain-Whar Si WaLM 32 2 0 05 May 2025
Demystifying optimized prompts in language models Rimon Melamed Lucas H. McCabe H. H. Huang 39 0 0 04 May 2025
LLM Watermarking Using Mixtures and Statistical-to-Computational Gaps Pedro Abdalla Roman Vershynin WaLM 32 0 0 02 May 2025
Don't be lazy: CompleteP enables compute-efficient deep transformers Nolan Dey Bin Claire Zhang Lorenzo Noci Mufan Bill Li Blake Bordelon Shane Bergsma C. Pehlevan Boris Hanin Joel Hestness 39 0 0 02 May 2025
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning Murtadha Ahmed Wenbo Liu yunfeng 41 0 0 02 May 2025
Fast and Low-Cost Genomic Foundation Models via Outlier Removal Haozheng Luo Chenghao Qiu Maojiang Su Zhihan Zhou Zoe Mehta Guo Ye Jerry Yao-Chieh Hu Han Liu AAML 55 0 0 01 May 2025
Detecting and Mitigating Hateful Content in Multimodal Memes with Vision-Language Models Minh-Hao Van Xintao Wu VLM 81 0 0 30 Apr 2025
An Evaluation of a Visual Question Answering Strategy for Zero-shot Facial Expression Recognition in Still Images Modesto Castrillón-Santana Oliverio J. Santana David Freire-Obregón Daniel Hernández-Sosa J. Lorenzo-Navarro 52 0 0 30 Apr 2025
R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference Zhenyu (Allen) Zhang Zechun Liu Yuandong Tian Harshit Khaitan Z. Wang Steven Li 57 0 0 28 Apr 2025
Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training Qitao Tan Sung-En Chang Rui Xia Huidong Ji Chence Yang ... Zheng Zhan Zhou Zou Y. Wang Jin Lu Geng Yuan 41 0 0 28 Apr 2025
AndroidGen: Building an Android Language Agent under Data Scarcity Hanyu Lai Junjie Gao Xiao-Yang Liu Y. Xu S. Zhang Yuxiao Dong Jie Tang LLMAG 72 0 0 27 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong X. Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Yu Jiang ALM ELM 84 1 0 26 Apr 2025
Revisiting Transformers through the Lens of Low Entropy and Dynamic Sparsity Ruifeng Ren Yong Liu 94 0 0 26 Apr 2025
Leveraging Decoder Architectures for Learned Sparse Retrieval Jingfen Qiao Thong Nguyen Evangelos Kanoulas Andrew Yates 49 0 0 25 Apr 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 87 0 0 25 Apr 2025
The Big Send-off: High Performance Collectives on GPU-based Supercomputers Siddharth Singh Mahua Singh A. Bhatele 49 0 0 25 Apr 2025
Evaluating Evaluation Metrics -- The Mirage of Hallucination Detection Atharva Kulkarni Yuan-kang Zhang Joel Ruben Antony Moniz Xiou Ge Bo-Hsiang Tseng Dhivya Piraviperumal S. Hong-ye Yu HILM 76 0 0 25 Apr 2025
Context-Enhanced Contrastive Search for Improved LLM Text Generation Jaydip Sen Rohit Pandey Hetvi Waghela 46 0 0 22 Apr 2025
EmoVoice: LLM-based Emotional Text-To-Speech Model with Freestyle Text Prompting Guanrou Yang Chen Yang Qian Chen Ziyang Ma Wenxi Chen ... Fan Yu Zhihao Du Zhifu Gao Shiliang Zhang Xie Chen AuLLM 53 0 0 17 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 40 0 0 15 Apr 2025
Transferable text data distillation by trajectory matching Rong Yao Hailin Hu Yifei Fu Hanting Chen Wenyi Fang Fanyi Du Kai Han Yunhe Wang 26 0 0 14 Apr 2025
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora Alex Warstadt Aaron Mueller Leshem Choshen E. Wilcox Chengxu Zhuang ... Rafael Mosquera Bhargavi Paranjape Adina Williams Tal Linzen Ryan Cotterell 38 106 0 10 Apr 2025
Your Image Generator Is Your New Private Dataset Nicolo Resmini Eugenio Lomurno Cristian Sbrolli Matteo Matteucci 26 0 0 06 Apr 2025
When Reasoning Meets Compression: Benchmarking Compressed Large Reasoning Models on Complex Reasoning Tasks Nan Zhang Yusen Zhang Prasenjit Mitra Rui Zhang MQ LRM 48 2 0 02 Apr 2025
Leaking LoRa: An Evaluation of Password Leaks and Knowledge Storage in Large Language Models Ryan Marinelli Magnus Eckhoff PILM 52 0 0 29 Mar 2025
TempTest: Local Normalization Distortion and the Detection of Machine-generated Text Tom Kempton Stuart Burrell Connor Cheverall DeLMO 111 0 0 26 Mar 2025
Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization Minsu Kim Seongmin Hong RyeoWook Ko S. Choi Hunjong Lee Junsoo Kim J. Kim Jongse Park 57 0 0 24 Mar 2025
Disentangling Fine-Tuning from Pre-Training in Visual Captioning with Hybrid Markov Logic Monika Shah Somdeb Sarkhel Deepak Venugopal MLLM BDL VLM 83 0 0 18 Mar 2025
Direction-Aware Diagonal Autoregressive Image Generation Yijia Xu Jianzhong Ju Jian Luan J. Cui 52 0 0 14 Mar 2025
Prompt Inversion Attack against Collaborative Inference of Large Language Models Wenjie Qu Yuguang Zhou Yongji Wu Tingsong Xiao Binhang Yuan Y. Li Jiaheng Zhang 71 0 0 12 Mar 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning Zhangquan Chen Xufang Luo Dongsheng Li OffRL LRM 64 3 0 10 Mar 2025
Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data Haoxin Li Boyang Li CoGe 69 0 0 03 Mar 2025
ANPMI: Assessing the True Comprehension Capabilities of LLMs for Multiple Choice Questions Gyeongje Cho Yeonkyoung So Jaejin Lee ELM 62 0 0 26 Feb 2025
Probe Pruning: Accelerating LLMs through Dynamic Pruning via Model-Probing Qi Le Enmao Diao Ziyan Wang Xinran Wang Jie Ding Li Yang Ali Anwar 69 1 0 24 Feb 2025
When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models Weilan Wang Yu Mao Dongdong Tang Hongchao Du Nan Guan Chun Jason Xue MQ 62 1 0 24 Feb 2025
SpinQuant: LLM quantization with learned rotations Zechun Liu Changsheng Zhao Igor Fedorov Bilge Soran Dhruv Choudhary Raghuraman Krishnamoorthi Vikas Chandra Yuandong Tian Tijmen Blankevoort MQ 127 83 0 21 Feb 2025
LOVA3: Learning to Visual Question Answering, Asking and Assessment Henry Hengyuan Zhao Pan Zhou Difei Gao Zechen Bai Mike Zheng Shou 77 8 0 21 Feb 2025
Pretrained Image-Text Models are Secretly Video Captioners Chunhui Zhang Yiren Jian Z. Ouyang Soroush Vosoughi VLM 69 3 0 20 Feb 2025
FedSpaLLM: Federated Pruning of Large Language Models Guangji Bai Yijiang Li Zilinghan Li Liang Zhao Kibaek Kim FedML 60 4 0 20 Feb 2025
One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems Zuoli Tang Zhaoxin Huan Zihao Li Xiaolu Zhang Jun Hu Chilin Fu Jun Zhou Lixin Zou Chenliang Li 61 15 0 20 Feb 2025
RTBAS: Defending LLM Agents Against Prompt Injection and Privacy Leakage Peter Yong Zhong Siyuan Chen Ruiqi Wang McKenna McCall Ben L. Titzer Heather Miller Phillip B. Gibbons LLMAG 85 3 0 17 Feb 2025