OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding Paper • 2610.18829 • Published Oct 13 • 84
VisionWeave: Weaving Elastic Visual Representations as a Native Capability of MLLMs Paper • 2610.07987 • Published Oct 6 • 58
VisionWeave: Weaving Elastic Visual Representations as a Native Capability of MLLMs Paper • 2610.07987 • Published Oct 6 • 58
OmniVChat: Synthesizing, Benchmarking, and Training for Native Audio-Visual Dialogue Paper • 2609.21465 • Published Sep 18 • 49
Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective Paper • 2502.03805 • Published Feb 6, 2025
CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs Paper • 2409.12490 • Published Sep 19, 2024
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference Paper • 2407.11550 • Published Oct 16, 2025
Taming the Fragility of KV Cache Eviction in LLM Inference Paper • 2510.13334 • Published Oct 15, 2025 • 1
VisionWeave: Weaving Elastic Visual Representations as a Native Capability of MLLMs Paper • 2610.07987 • Published Oct 6 • 58
OmniVChat: Synthesizing, Benchmarking, and Training for Native Audio-Visual Dialogue Paper • 2609.21465 • Published Sep 18 • 49
Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving Paper • 2609.00111 • Published Aug 31 • 130
Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities Paper • 2608.28122 • Published Aug 28 • 64
Taming the Fragility of KV Cache Eviction in LLM Inference Paper • 2510.13334 • Published Oct 15, 2025 • 1