Hangyu Mao
- PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency
2024/03/13 by Zhishuai Li, Xiang Wang, Li, Zhishuai +19 · 9 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management
- SQLBench: A Comprehensive Evaluation for Text-to-SQL Capabilities of Large Language Models
2024/03/05 by Bin Zhang, Yuxiao Ye, Zhang, Bin +18 · 8 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies #Topic Modeling
- Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning
2025/05/22 by Guanting Dong, Dong, Guanting, Xiaoxi Li +15 · 18 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
- DMQR-RAG: Diverse Multi-Query Rewriting for RAG
2024/11/20 by Zhicong Li, Jiahao Wang, Li, Zhicong +17 · 8 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques
- Reward Design in Cooperative Multi-agent Reinforcement Learning for Packet Routing
2020/03/05 by Hangyu Mao, Zhibo Gong, Mao, Hangyu +3 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Distributed Control Multi-Agent Systems #Reinforcement Learning in Robotics #Gene Regulatory Network Analysis
- DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
2025/04/25 by Cheng Rong, Jinyi Liu, Cheng, Rong +15 · 5 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning
2024/08/20 by Hangyu Mao, Kong, Yilun, Mao, Hangyu +16 · 2 citations
Engineering · Computer Science · #Advanced Optical Network Technologies #Software-Defined Networks and 5G #Network Traffic and Congestion Control
- SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition
2021/11/17 by Hangyu Mao, Mao, Hangyu, Chao Wang +15 · 1 citation
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning
2023/12/26 by Hangyu Mao, Rui Zhao, Mao, Hangyu +17 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Beyond Local Views: Global State Inference with Diffusion Models for Cooperative Multi-Agent Reinforcement Learning
2024/08/18 by Zhiwei Xu, Hangyu Mao, Xu, Zhiwei +19 · 1 citation
Decision Sciences · Computer Science · #Game Theory and Applications #Reinforcement Learning in Robotics