Multi-Turn Agentic Scientific Literature Search via Workflow Induction Paper • 2607.00597 • Published 14 days ago • 28
SAW-INT4: System-Aware 4-Bit KV-Cache Quantization for Real-World LLM Serving Paper • 2604.19157 • Published Apr 21 • 2
Kitty: Accurate and Efficient 2-bit KV Cache Quantization with Dynamic Channel-wise Precision Boost Paper • 2511.18643 • Published Nov 23, 2025 • 1
When RL Meets Adaptive Speculative Training: A Unified Training-Serving System Paper • 2602.06932 • Published Feb 6 • 1
Trimming the Long-Tail of Visual World Modeling Evaluation Paper • 2606.24256 • Published 22 days ago • 42
OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization Paper • 2605.17757 • Published May 18 • 66
Where LLM Agents Fail and How They can Learn From Failures Paper • 2509.25370 • Published Sep 29, 2025 • 12