X-Stream: Exploring MLLMs as Multiplexers for Multi-Stream Understanding Paper • 2606.02482 • Published 25 days ago • 36
OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants Paper • 2605.26485 • Published May 26 • 3
OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants Paper • 2605.26485 • Published May 26 • 3
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation Paper • 2605.10912 • Published May 11 • 46
PhoStream: Benchmarking Real-World Streaming for Omnimodal Assistants in Mobile Scenarios Paper • 2601.22575 • Published Jan 30 • 1
AURA: Always-On Understanding and Real-Time Assistance via Video Streams Paper • 2604.04184 • Published Apr 5 • 52
AURA: Always-On Understanding and Real-Time Assistance via Video Streams Paper • 2604.04184 • Published Apr 5 • 52
CoVe: Training Interactive Tool-Use Agents via Constraint-Guided Verification Paper • 2603.01940 • Published Mar 2 • 24
INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats Paper • 2510.25602 • Published Oct 29, 2025 • 81
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs Paper • 2510.11696 • Published Oct 13, 2025 • 183
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Paper • 2510.08540 • Published Oct 9, 2025 • 110