Liu, Boyi
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Robotics Team, Rohan Anil, Gemini Team +2692 · 9 voices · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
- Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning
2025/04/10 by Seed, ByteDance, :, Chen, Jiaze +267 · 54 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Let Models Speak Ciphers: Multiagent Debate through Embeddings
2023/10/10 by Pham, Chau, Liu, Boyi, Yang, Yingxiang +6 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
2024/05/26 by Liu, Zhihan, Lu, Miao, Zhang, Shenao +5 · 11 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- AuthROS: Secure Data Sharing Among Robot Operating Systems Based on Ethereum
2022/08/30 by Shenhui Zhang, Wenkai Li, Zhang, Shenhui +5 · 10 citations
Computer Science · #Blockchain Technology Applications and Security #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Privacy-Preserving Technologies in Data #Robotics (cs.RO)
- FullStack Bench: Evaluating LLMs as Full Stack Coders
2024/11/30 by Bytedance-Seed-Foundation-Code-Team, :, Cheng, Yao +63 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Library Science and Information Systems #Software Engineering (cs.SE)
- Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency
2023/09/29 by Liu, Zhihan, Hu, Hao, Zhang, Shenao +4 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Traffic Flow Combination Forecasting Method Based on Improved LSTM and ARIMA
2019/06/25 by Boyi Liu, Xiangyan Tang, Liu, Boyi +5 · 2 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic Prediction and Management Techniques
- Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence
2021/10/04 by Liu, Boyi, Li, Jiayang, Yang, Zhuoran +4 · 2 citations
#Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning
2025/01/31 by Han Zhong, Y.‐Z. Yin, Zhong, Han +22 · 5 citations
Computer Science · #Natural Language Processing Techniques
- Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms
2023/10/30 by Zhang, Shenao, Liu, Boyi, Wang, Zhaoran +1 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Differentiable Bilevel Programming for Stackelberg Congestion Games
2022/09/15 by Li, Jiayang, Yu, Jing, Wang, Qianni +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Multiagent Systems (cs.MA) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data
2019/12/24 by Liu, Boyi, Wang, Lujia, Liu, Ming +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Applications of Federated Learning in Smart Cities: Recent Advances, Taxonomy, and Open Challenges
2021/02/02 by Zhaohua Zheng, Zheng, Zhaohua, Yize Zhou +9 · 1 citation
Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL
2022/09/20 by Zhang, Fengzhuo, Liu, Boyi, Wang, Kaixin +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA)
- Double Duality: Variational Primal-Dual Policy Optimization for Constrained Reinforcement Learning
2024/02/16 by Zihao Li, Boyi Liu, Li, Zihao +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
- MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility
2025/05/30 by Yexiao He, He, Yexiao, A. Li +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward
2025/05/18 by Weng, Han, Wu, Puzhen, Cui, Longjie +10 · 2 citations
#Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL)
- Reward-Augmented Data Enhances Direct Preference Alignment of LLMs
2024/10/10 by Shenao Zhang, Zhihan Liu, Zhang, Shenao +15 · 1 citation
Computer Science · #Digital Rights Management and Security
- WiLLM: an Open Framework for LLM Services over Wireless Systems
2025/06/23 by Liu, Boyi, Lu, Yongguang, Zhao, Jianguo +5 · 3 citations
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)