Adaptive Multi-Agent Response Refinement in Conversational Systems Paper • 2511.08319 • Published Nov 11, 2025 • 42
Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs Paper • 2510.09201 • Published Oct 10, 2025 • 50
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Paper • 2510.07499 • Published Oct 8, 2025 • 48
ACON: Optimizing Context Compression for Long-horizon LLM Agents Paper • 2510.00615 • Published Oct 1, 2025 • 33
Rethinking Reward Models for Multi-Domain Test-Time Scaling Paper • 2510.00492 • Published Oct 1, 2025 • 28
Distilling LLM Agent into Small Models with Retrieval and Code Tools Paper • 2505.17612 • Published May 23, 2025 • 81
FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA Paper • 2505.12805 • Published May 19, 2025 • 22
Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction Paper • 2505.11254 • Published May 16, 2025 • 48
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think Paper • 2505.10185 • Published May 15, 2025 • 26
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities Paper • 2504.20734 • Published Apr 29, 2025 • 61
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Paper • 2504.17192 • Published Apr 24, 2025 • 122
T1: Tool-integrated Self-verification for Test-time Compute Scaling in Small Language Models Paper • 2504.04718 • Published Apr 7, 2025 • 43
FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates Paper • 2503.07216 • Published Mar 10, 2025 • 32
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching Paper • 2503.05179 • Published Mar 7, 2025 • 46
SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models Paper • 2502.12464 • Published Feb 18, 2025 • 28
InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU Paper • 2502.08910 • Published Feb 13, 2025 • 148
VideoRAG: Retrieval-Augmented Generation over Video Corpus Paper • 2501.05874 • Published Jan 10, 2025 • 75
Revisiting In-Context Learning with Long Context Language Models Paper • 2412.16926 • Published Dec 22, 2024 • 32