Lu, Xingyu
- LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch
2024/10/17 by Jiang, Caigao, Shu, Xiang, Qian, Hong +4 · 27 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery
2023/11/27 by He Cao, Zijing Liu, Cao, He +7 · 11 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Topic Modeling
- R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
2025/05/05 by Yifan Zhang, Xiong Lu, Zhang, Yi-Fan +28 · 26 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning?
2019/09/23 by Ofir Nachum, Haoran Tang, Nachum, Ofir +9 · 6 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Supply Chain and Inventory Management
- Thyme: Think Beyond Images
2025/08/15 by Zhang, Yi-Fan, Lu, Xingyu, Yin, Shukang +17 · 37 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Kwai Keye-VL Technical Report
2025/07/02 by Kwai Keye Team, Yang, Biao, Wen, Bin +57 · 17 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Scaling Laws for Fact Memorization of Large Language Models
2024/06/22 by Xingyu Lu, Lu, Xingyu, Xiaonan Li +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Kwai Keye-VL 1.5 Technical Report
2025/09/01 by Yang, Biao, Wen, Bin, Ding, Boyang +58 · 14 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning
2020/08/03 by Lu, Xingyu, Lee, Kimin, Abbeel, Pieter +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension
2024/03/13 by Xingyu Lu, Lu, Xingyu, He Cao +13 · 3 citations
Computer Science · #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences
- Aligning Multimodal LLM with Human Preference: A Survey
2025/03/18 by Yu, Tao, Zhang, Yi-Fan, Fu, Chaoyou +14 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Leveraging Contextual Information for Effective Entity Salience Detection
2023/09/14 by Rajarshi Bhowmik, Bhowmik, Rajarshi, Marco Ponza +13 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning
2025/05/27 by Xiaojun Hu, Hu, Xiao, Xingyu Lu +15 · 7 citations
Computer Science · #Logic, Reasoning, and Knowledge
- EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph
2022/10/21 by Zhao, Bowen, Sun, Jiuding, Xu, Bin +9 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform
2025/04/21 by Lu, Xingyu, Zhang, Tianke, Meng, Chang +14 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Social and Information Networks (cs.SI)
- LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
2024/10/21 by Jie Sun, Tianyu Zhang, Sun, Jie +15 · 2 citations
Decision Sciences · #Auction Theory and Applications
- Robust Preference Optimization via Dynamic Target Margins
2025/06/04 by Jie Sun, Sun, Jie, Junkang Wu +13 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Text and Document Classification Technologies
- Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation
2025/10/25 by Ling Team, Li, Ang, Liu, Ben +138 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Kairos: Towards Adaptive and Generalizable Time Series Foundation Models
2025/09/30 by Feng, Kun, Lan, Shaocheng, Fang, Yuchen +4 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)