Chen, Liyu
- Impossible Tuning Made Possible: A New Expert Algorithm and Its\n Applications
2021/02/01 by Liyu Chen, Chen, Liyu, Haipeng Luo +3 · 8 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems #Stochastic Gradient Optimization Techniques
- FullStack Bench: Evaluating LLMs as Full Stack Coders
2024/11/30 by Bytedance-Seed-Foundation-Code-Team, :, Cheng, Yao +63 · 16 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)
- B-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
2023/10/04 by Zishun Yu, Yunzhe Tao, Yu, Zishun +7 · 8 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #Embedded Systems Design Techniques #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #VLSI and FPGA Design Techniques
- Minimax Regret for Stochastic Shortest Path with Adversarial Costs and Known Transition
2020/12/07 by Liyu Chen, Haipeng Luo, Chen, Liyu +3 · 4 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems
- Effective Diffusion Transformer Architecture for Image Super-Resolution
2024/09/29 by Cheng, Kun, Yu, Lei, Tu, Zhijun +7 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Teaching Language Models to Critique via Reinforcement Learning
2025/02/05 by Jie Chen, Xie, Zhihui, Chen, Jie +8 · 11 citations
Computer Science · #Natural Language Processing Techniques
- Finding the Stochastic Shortest Path with Low Regret: The Adversarial\n Cost and Unknown Transition Case
2021/02/10 by Liyu Chen, Chen, Liyu, Haipeng Luo +1 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Policy Optimization for Stochastic Shortest Path
2022/02/07 by Chen, Liyu, Luo, Haipeng, Rosenberg, Aviv · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Infinite-Horizon Average-Reward Markov Decision Processes with Constraints
2022/01/31 by Chen, Liyu, Jain, Rahul, Luo, Haipeng · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Implicit Finite-Horizon Approximation and Efficient Optimal Algorithms for Stochastic Shortest Path
2021/06/15 by Liyu Chen, Mehdi Jafarnia-Jahromi, Chen, Liyu +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Risk and Portfolio Optimization
- Improved No-Regret Algorithms for Stochastic Shortest Path with Linear MDP
2021/12/18 by Liyu Chen, Chen, Liyu, Rahul Jain +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
- Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback
2022/05/26 by Yan Dai, Haipeng Luo, Dai, Yan +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification
2025/01/07 by Yun Su, Su, Yindu, Zou, Huike +16 · 4 citations
Agricultural and Biological Sciences · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Food Supply Chain Traceability #Information Retrieval (cs.IR) #Rough Sets and Fuzzy Logic
- Reward-Augmented Data Enhances Direct Preference Alignment of LLMs
2024/10/10 by Shenao Zhang, Zhihan Liu, Zhang, Shenao +15 · 2 citations
Computer Science · #Digital Rights Management and Security