Does Structural Entropy Actually Work? A Reproducible Benchmark Across Five Task FamiliesJune 4, 2026·1053 words·5 mins
The Wall Was the Architecture: How Reproducing a Rival's Bot Broke Our Mahjong PlateauJune 3, 2026·1910 words·9 mins
Chasing SOTA on Electricity Price Forecasting: N-BEATSx, Honest Benchmarks, and an Online EnsembleJune 2, 2026·1941 words·10 mins
Beating Saturated SOTA the Lazy Way: Leakage-Free Online Ensembles for Long-Term ForecastingJune 2, 2026·408 words·2 mins
Why an Opponent Pool Beat a Bigger Batch: Scaling Mahjong Self-Play Across a GPU FleetJune 1, 2026·2335 words·11 mins
Scheduling a Bag of Disposable GPUs: File-Backed Queues vs Slurm vs Kubernetes (and Whether Cheap vast.ai Is Worth It)June 1, 2026·2667 words·13 mins
Building a Chinese Standard Mahjong AI: From Official Sample to Supervised PolicyMay 31, 2026·2287 words·11 mins
Breakthrough on Large-Scale Community Detection: Dynamic Seed-Sliding Dec-POMDP MARLMay 31, 2026·1438 words·7 mins