Inductive Reasoning for Temporal Knowledge Graphs with New Entities
Discover TransFIR, a novel framework improving inductive reasoning in temporal knowledge graphs by handling emerging entities with transferable patterns.
SpecMoE: Fast, Efficient Mixture-of-Experts Inference
Discover SpecMoE, a memory-efficient MoE inference system boosting throughput by 4.3x with self-assisted speculative decoding for scalable AI models.
De-biasing Listwise Rerankers with CapCal Calibration
Discover CapCal, a training-free method to remove positional bias in listwise rerankers, boosting accuracy and efficiency in lightweight retrieval models.
Smart Home Control with Reinforcement Learning & Memory
Explore verifiable smart home control using reinforcement learning with multi-dimensional rewards for optimized memory-driven device management.
Ontological Forecasting in Geopolitical Graphs Using Lie Algebra
Discover EL-DRUIN, an advanced system using finite semigroup iteration and Lie algebra for accurate geopolitical trajectory forecasting and analysis.