| "Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding | May 21, 2025 | Machine UnlearningSpoken Language Understanding | CodeCode Available | 1 |
| Gated Integration of Low-Rank Adaptation for Continual Learning of Language Models | May 21, 2025 | Continual Learningparameter-efficient fine-tuning | CodeCode Available | 1 |
| CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution | May 21, 2025 | Large Language ModelTask Planning | CodeCode Available | 1 |
| A Federated Splitting Framework for LLMs: Security, Efficiency, and Adaptability | May 21, 2025 | | CodeCode Available | 1 |
| Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities | May 21, 2025 | | CodeCode Available | 1 |
| MGStream: Motion-aware 3D Gaussian for Streamable Dynamic Scene Reconstruction | May 20, 2025 | 3DGSComputational Efficiency | CodeCode Available | 1 |
| Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification | May 20, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| DrugPilot: LLM-based Parameterized Reasoning Agent for Drug Discovery | May 20, 2025 | Drug Discovery | CodeCode Available | 1 |
| Do Language Models Use Their Depth Efficiently? | May 20, 2025 | | CodeCode Available | 1 |
| ABBA: Highly Expressive Hadamard Product Adaptation for Large Language Models | May 20, 2025 | parameter-efficient fine-tuning | CodeCode Available | 1 |
| Safety Subspaces are Not Distinct: A Fine-Tuning Case Study | May 20, 2025 | Safety Alignment | CodeCode Available | 1 |
| EEG-to-Text Translation: A Model for Deciphering Human Brain Activity | May 20, 2025 | DecoderEEG | CodeCode Available | 1 |
| Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI | May 20, 2025 | Image Reconstruction | CodeCode Available | 1 |
| Large Language Models for Data Synthesis | May 20, 2025 | | CodeCode Available | 1 |
| UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules | May 20, 2025 | | CodeCode Available | 1 |
| Let's Verify Math Questions Step by Step | May 20, 2025 | MathMathematical Reasoning | CodeCode Available | 1 |
| TxPert: Leveraging Biochemical Relationships for Out-of-Distribution Transcriptomic Perturbation Prediction | May 20, 2025 | BenchmarkingKnowledge Graphs | CodeCode Available | 1 |
| Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting | May 20, 2025 | Deep LearningWeather Forecasting | CodeCode Available | 1 |
| FlashKAT: Understanding and Addressing Performance Bottlenecks in the Kolmogorov-Arnold Transformer | May 20, 2025 | | CodeCode Available | 1 |
| Social Sycophancy: A Broader Understanding of LLM Sycophancy | May 20, 2025 | | CodeCode Available | 1 |
| Linear Control of Test Awareness Reveals Differential Compliance in Reasoning Models | May 20, 2025 | Safety Alignment | CodeCode Available | 1 |
| TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning | May 20, 2025 | MathReinforcement Learning (RL) | CodeCode Available | 1 |
| U-SAM: An audio language Model for Unified Speech, Audio, and Music Understanding | May 20, 2025 | cross-modal alignmentLanguage Modeling | CodeCode Available | 1 |
| Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models | May 20, 2025 | Instruction FollowingMathematical Reasoning | CodeCode Available | 1 |
| LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts | May 20, 2025 | Caption GenerationRetrieval | CodeCode Available | 1 |
| Speculative Decoding Reimagined for Multimodal Large Language Models | May 20, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Internal Chain-of-Thought: Empirical Evidence for Layer-wise Subtask Scheduling in LLMs | May 20, 2025 | Scheduling | CodeCode Available | 1 |
| A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations | May 20, 2025 | SentenceSentence Classification | CodeCode Available | 1 |
| DIFF: Dual Side-Information Filtering and Fusion for Sequential Recommendation | May 20, 2025 | Sequential Recommendation | CodeCode Available | 1 |
| CLEVER: A Curated Benchmark for Formally Verified Code Generation | May 20, 2025 | Code GenerationProgram Synthesis | CodeCode Available | 1 |
| Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking | May 20, 2025 | HumanEvalmbpp | CodeCode Available | 1 |
| KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models | May 20, 2025 | Food recommendationKnowledge Graphs | CodeCode Available | 1 |
| Diving into the Fusion of Monocular Priors for Generalized Stereo Matching | May 20, 2025 | Stereo Matching | CodeCode Available | 1 |
| Reasoning Models Better Express Their Confidence | May 20, 2025 | In-Context Learning | CodeCode Available | 1 |
| Deep Koopman operator framework for causal discovery in nonlinear dynamical systems | May 20, 2025 | Causal Discovery | CodeCode Available | 1 |
| Electrostatics from Laplacian Eigenbasis for Neural Network Interatomic Potentials | May 20, 2025 | | CodeCode Available | 1 |
| DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management | May 20, 2025 | Decision MakingInformation Retrieval | CodeCode Available | 1 |
| Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning | May 20, 2025 | Answer GenerationRAG | CodeCode Available | 1 |
| Training-Free Watermarking for Autoregressive Image Generation | May 20, 2025 | Image Generation | CodeCode Available | 1 |
| Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis | May 20, 2025 | GPUparameter-efficient fine-tuning | CodeCode Available | 1 |
| Neural Incompatibility: The Unbridgeable Gap of Cross-Scale Parametric Knowledge Transfer in Large Language Models | May 20, 2025 | Transfer Learning | CodeCode Available | 1 |
| DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models | May 20, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection | May 20, 2025 | | CodeCode Available | 1 |
| R2MED: A Benchmark for Reasoning-Driven Medical Retrieval | May 20, 2025 | DiagnosticRe-Ranking | CodeCode Available | 1 |
| WebNovelBench: Placing LLM Novelists on the Web Novel Distribution | May 20, 2025 | DiversityStory Generation | CodeCode Available | 1 |
| Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation | May 20, 2025 | Few-Shot Object DetectionInstance Segmentation | CodeCode Available | 1 |
| Unlocking the Power of SAM 2 for Few-Shot Segmentation | May 20, 2025 | SegmentationVideo Segmentation | CodeCode Available | 1 |
| PRL: Prompts from Reinforcement Learning | May 20, 2025 | Prompt Engineeringreinforcement-learning | CodeCode Available | 1 |
| ConspEmoLLM-v2: A robust and stable model to detect sentiment-transformed conspiracy theories | May 20, 2025 | Misinformation | CodeCode Available | 1 |
| Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning | May 20, 2025 | | CodeCode Available | 1 |
