Junzhe Jiang

Orcid: 0000-0003-3476-3260

Affiliations:
  • Hong Kong Polytechnic University, Hong Kong


According to our database1, Junzhe Jiang authored at least 10 papers between 2024 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Why Regression? Binary Encoding Classification Brings Confidence to Stock Market Index Price Prediction.
CoRR, June, 2025

FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs.
CoRR, May, 2025

Resolving Latency and Inventory Risk in Market Making with Reinforcement Learning.
CoRR, May, 2025

Nondeterministic Polynomial-time Problem Challenge: An Ever-Scaling Reasoning Benchmark for LLMs.
CoRR, April, 2025

Logic-Q: Improving Deep Reinforcement Learning-based Quantitative Trading via Program Sketch-based Tuning.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Evaluating World Models with LLM for Decision Making.
CoRR, 2024

LLMs for Relational Reasoning: How Far are We?
LLM4CODE@ICSE, 2024

Improving Neural Logic Machines via Failure Reflection.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Logic-guided Deep Reinforcement Learning for Stock Trading.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Unveiling Project-Specific Bias in Neural Code Models.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024


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