| Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations | May 26, 2025 | AllDiagnostic | —Unverified | 0 |
| One Model to Rank Them All: Unifying Online Advertising with End-to-End Learning | May 26, 2025 | AllComputational Efficiency | —Unverified | 0 |
| TabPFN: One Model to Rule Them All? | May 26, 2025 | AllBayesian Inference | CodeCode Available | 0 |
| Temperature is All You Need for Generalization in Langevin Dynamics and other Markov Processes | May 25, 2025 | All | —Unverified | 0 |
| Composable Cross-prompt Essay Scoring by Merging Models | May 24, 2025 | AllAutomated Essay Scoring | —Unverified | 0 |
| One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs | May 23, 2025 | AllSafety Alignment | CodeCode Available | 0 |
| One RL to See Them All: Visual Triple Unified Reinforcement Learning | May 23, 2025 | AllMath | —Unverified | 0 |
| Not All Tokens Are What You Need In Thinking | May 23, 2025 | AllToken Reduction | CodeCode Available | 0 |
| RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration | May 23, 2025 | AllDenoising | —Unverified | 0 |
| Is It Bad to Work All the Time? Cross-Cultural Evaluation of Social Norm Biases in GPT-4 | May 23, 2025 | All | —Unverified | 0 |
| Action is All You Need: Dual-Flow Generative Ranking Network for Recommendation | May 22, 2025 | AllAttribute | —Unverified | 0 |
| TensorAR: Refinement is All You Need in Autoregressive Image Generation | May 22, 2025 | AllImage Generation | —Unverified | 0 |
| All You Need is "Leet": Evading Hate-speech Detection AI | May 22, 2025 | AllHate Speech Detection | CodeCode Available | 0 |
| CAIFormer: A Causal Informed Transformer for Multivariate Time Series Forecasting | May 22, 2025 | AllMultivariate Time Series Forecasting | —Unverified | 0 |
| Long-term impact of PM2.5 on mortality is exacerbated when wildfire events occur | May 22, 2025 | All | CodeCode Available | 0 |
| Not All Models Suit Expert Offloading: On Local Routing Consistency of Mixture-of-Expert Models | May 21, 2025 | AllCPU | CodeCode Available | 0 |
| Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning | May 21, 2025 | AllVisual Question Answering (VQA) | —Unverified | 0 |
| Is (Selective) Round-To-Nearest Quantization All You Need? | May 21, 2025 | AllQuantization | —Unverified | 0 |
| Not All Correct Answers Are Equal: Why Your Distillation Source Matters | May 20, 2025 | All | —Unverified | 0 |
| Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training | May 20, 2025 | AllDomain Generalization | —Unverified | 0 |
| Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis | May 19, 2025 | AllMulti-Armed Bandits | —Unverified | 0 |
| Half Search Space is All You Need | May 19, 2025 | AllGPU | —Unverified | 0 |
| Tianyi: A Traditional Chinese Medicine all-rounder language model and its Real-World Clinical Practice | May 19, 2025 | AllHallucination | —Unverified | 0 |
| One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models | May 18, 2025 | All | —Unverified | 0 |
| Not All Documents Are What You Need for Extracting Instruction Tuning Data | May 18, 2025 | AllContrastive Learning | —Unverified | 0 |
| Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning | May 17, 2025 | AllChunking | CodeCode Available | 0 |
| Addition is almost all you need: Compressing neural networks with double binary factorization | May 16, 2025 | AllBinarization | CodeCode Available | 0 |
| Spectral Policy Optimization: Coloring your Incorrect Reasoning in GRPO | May 16, 2025 | AllDiversity | —Unverified | 0 |
| What Does Neuro Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs | May 15, 2025 | AllBenchmarking | —Unverified | 0 |
| All You Need Is Synthetic Task Augmentation | May 15, 2025 | AllMolecular Property Prediction | —Unverified | 0 |
| Beyond Pairwise Learning-To-Rank At Airbnb | May 14, 2025 | AllLearning-To-Rank | —Unverified | 0 |
| Mirror Mirror on the Wall, Have I Forgotten it All? A New Framework for Evaluating Machine Unlearning | May 13, 2025 | AllMachine Unlearning | —Unverified | 0 |
| Putting It All into Context: Simplifying Agents with LCLMs | May 12, 2025 | AllLanguage Modeling | —Unverified | 0 |
| An Extra RMSNorm is All You Need for Fine Tuning to 1.58 Bits | May 12, 2025 | AllKnowledge Distillation | —Unverified | 0 |
| CVTree for 16S rRNA: Constructing Taxonomy-Compatible All-Species Living Tree Effectively and Efficiently | May 12, 2025 | AllMultiple Sequence Alignment | —Unverified | 0 |
| Matrix Is All You Need | May 11, 2025 | AllGPU | —Unverified | 0 |
| Attention Is Not All You Need: The Importance of Feedforward Networks in Transformer Models | May 10, 2025 | AllDecoder | —Unverified | 0 |
| AI-CDA4All: Democratizing Cooperative Autonomous Driving for All Drivers via Affordable Dash-cam Hardware and Open-source AI Software | May 10, 2025 | AllAutonomous Driving | —Unverified | 0 |
| Winning at All Cost: A Small Environment for Eliciting Specification Gaming Behaviors in Large Language Models | May 7, 2025 | All | —Unverified | 0 |
| Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging | May 7, 2025 | Allcompressed sensing | CodeCode Available | 0 |
| Sparsity is All You Need: Rethinking Biological Pathway-Informed Approaches in Deep Learning | May 7, 2025 | All | CodeCode Available | 0 |
| Procedural Memory Is Not All You Need: Bridging Cognitive Gaps in LLM-Based Agents | May 6, 2025 | AllCode Completion | —Unverified | 0 |
| Simultaneous All-Pay Auctions with Budget Constraints | May 6, 2025 | All | —Unverified | 0 |
| Study and improvement of search algorithms in two-players perfect information games | May 6, 2025 | All | —Unverified | 0 |
| Mallows-type model averaging: Non-asymptotic analysis and all-subset combination | May 5, 2025 | AllModel Selection | —Unverified | 0 |
| Regression is all you need for medical image translation | May 4, 2025 | AllHallucination | CodeCode Available | 0 |
| Simultaneous Multi-Beam Radar with Full Range Resolution exploiting Space-Code Beamforming | May 2, 2025 | All | —Unverified | 0 |
| Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts | Apr 29, 2025 | AllDiversity | —Unverified | 0 |
| Energy-Based Coarse-Graining in Molecular Dynamics: A Flow-Based Framework Without Data | Apr 29, 2025 | All | —Unverified | 0 |
| ClearVision: Leveraging CycleGAN and SigLIP-2 for Robust All-Weather Classification in Traffic Camera Imagery | Apr 28, 2025 | AllContrastive Learning | —Unverified | 0 |