Shilong Deng

According to our database, Shilong Deng authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Unified Framework for Rethinking Policy Divergence Measures in GRPO.

Qingyuan Wu, Yuhui Wang, Simon Sinong Zhan, Yanning Dai, Shilong Deng, Sarra Habchi, Qi Zhu, Matthias Gallé, Chao Huang

CoRR, February, 2026

Vista: Verifier-in-the-Loop Agentic Reinforcement Learning for Quantum Program Synthesis.

Cong Yu, Tuo Shi, Valter Uotila, Shilong Deng, Lei You, Bo Zhao

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

2025

QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL.

Cong Yu, Valter Uotila, Shilong Deng, Qingyuan Wu, Tuo Shi, Songlin Jiang, Lei You, Bo Zhao

CoRR, October, 2025

Improving the Transferability of Adversarial Attacks by an Input Transpose.

Qing Wan, Shilong Deng, Xun Wang

CoRR, March, 2025

From Natural Language to Extensive-Form Game Representations.

Shilong Deng, Yongzhao Wang, Rahul Savani

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data.

Shilong Deng, Zetao Zheng, Hongcai He, Paul Weng, Jie Shao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management.

Zetao Zheng, Jie Shao, Shilong Deng, Anjie Zhu, Heng Tao Shen, Xiaofang Zhou

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

HIT: Solving Partial Index Tracking via Hierarchical Reinforcement Learning.

Zetao Zheng, Jie Shao, Feiyu Chen, Anjie Zhu, Shilong Deng, Heng Tao Shen

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Large Language Models Are Neurosymbolic Reasoners.

Meng Fang, Shilong Deng, Yudi Zhang, Zijing Shi, Ling Chen, Mykola Pechenizkiy, Jun Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Cooperation on the Fly: Exploring Language Agents for Ad Hoc Teamwork in the Avalon Game.

Zijing Shi, Meng Fang, Shunfeng Zheng, Shilong Deng, Ling Chen, Yali Du

CoRR, 2023

Deep Reinforcement Learning for Stock Trading with Behavioral Finance Strategy.

Shilong Deng, Zetao Zheng, Hongcai He, Jie Shao

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023