Recalibration of Frozen Stock–Bond Mappings under Environmental Change
A preregistered study of which recalibrations can repair a frozen stock–bond mapping after an environmental change.
Juntong Lu
Economics @ Monash Econometrics & Mathematical Economics AI, Data & Quantitative Research
Research Work
Stablecoin Reserve Disclosure: Measurement and Event-Based Diagnostics
Measurement of stablecoin reserve disclosure, with source-audited event windows and reproducible pilot diagnostics.
Time-Series Foundation Models in Finance: Pretraining Corpora, Architectures, Financial Benchmarks, and Risk-Aware Evaluation
A survey of pretraining corpora, model architectures, financial benchmarks and risk-aware evaluation for time-series foundation models.
[Paper] [Evaluation code]
Frontiers in Artificial Intelligence Algorithm Optimization: A Comprehensive Review of Training-Time and Inference-Time Advances
A review of algorithmic approaches to training efficiency, inference acceleration, long-context processing, and alignment.
[Paper]
Task-Oriented Enhancement for Robust Object Detection under Illumination Imbalance with Quantified Edge-Side Trade-offs
Detector-aware enhancement under uneven illumination, relating detection quality to latency and computational cost for edge-side deployment.
WorldLedger: Provenance-Preserving Reconstruction of Digital Worlds
Computational infrastructure for reconstructing partial Minecraft observations into reproducible digital-world archives, retaining provenance, time and conflicting states.
Contact
Monash University
Wellington Road, Clayton, Victoria 3800, Australia
Wellington Road, Clayton, Victoria 3800, Australia