Li, Xiangyang
- GridMM: Grid Memory Map for Vision-and-Language Navigation
2023/07/24 by Zihan Wang, Xiangyang Li, Wang, Zihan +7 · 30 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
- How Can Recommender Systems Benefit from Large Language Models: A Survey
2023/06/09 by Jianghao Lin, Xinyi Dai, Lin, Jianghao +22 · 29 citations
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Advanced Graph Neural Networks
- Lookahead Exploration with Neural Radiance Representation for Continuous Vision-Language Navigation
2024/04/02 by Zihan Wang, Xiang‐Yang Li, Wang, Zihan +11 · 20 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Automated Systems
- LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations
2024/06/18 by Jingtong Gao, Gao, Jingtong, Bo Chen +15 · 17 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Text and Document Classification Technologies #Topic Modeling
- CTRL: Connect Collaborative and Language Model for CTR Prediction
2023/06/05 by Xiang‐Yang Li, Bo Chen, Li, Xiangyang +5 · 10 citations
Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
- CoIR: A Comprehensive Benchmark for Code Information Retrieval Models
2024/07/03 by Xiangyang Li, Kuicai Dong, Li, Xiangyang +12 · 14 citations
Computer Science · #Advanced Computational Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Sim-to-Real Transfer via 3D Feature Fields for Vision-and-Language Navigation
2024/06/14 by Wang, Zihan, Li, Xiangyang, Yang, Jiahao +2 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- IntTower: the Next Generation of Two-Tower Model for Pre-Ranking System
2022/10/18 by Xiang‐Yang Li, Bo Chen, Li, Xiangyang +22 · 7 citations
Computer Science · Physics and Astronomy · #Advanced Text Analysis Techniques #Sentiment Analysis and Opinion Mining #Complex Network Analysis Techniques
- CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control
2024/05/29 by Huanshuo Liu, Liu, Huanshuo, Hao Zhang +14 · 9 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Neural Networks and Applications
- A Unified Framework for Multi-Domain CTR Prediction via Large Language Models
2023/12/17 by Zichuan Fu, Xiang‐Yang Li, Fu, Zichuan +15 · 7 citations
Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Expert finding and Q&A systems
- MoonCast: High-Quality Zero-Shot Podcast Generation
2025/03/18 by Ju, Zeqian, Yang, Dongchao, Yu, Jianwei +7 · 13 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- FLIP: Fine-grained Alignment between ID-based Models and Pretrained Language Models for CTR Prediction
2023/10/30 by Wang, Hangyu, Lin, Jianghao, Li, Xiangyang +5 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
2025/05/20 by Wenlin Zhang, Xiangyang Li, Zhang, Wenlin +21 · 16 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications #Topic Modeling
- LLM4MSR: An LLM-Enhanced Paradigm for Multi-Scenario Recommendation
2024/06/18 by Wang, Yuhao, Wang, Yichao, Fu, Zichuan +4 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- KERM: Knowledge Enhanced Reasoning for Vision-and-Language Navigation
2023/03/28 by Li, Xiangyang, Wang, Zihan, Yang, Jiahao +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval
2024/12/23 by Xiaopeng Li, Li, Xiaopeng, Xiangyang Li +15 · 7 citations
Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR)
- A Survey of Personalization: From RAG to Agent
2025/04/14 by Xiaopeng Li, Li, Xiaopeng, Pengyue Jia +26 · 7 citations
Computer Science · #Distributed and Parallel Computing Systems
- Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
2024/12/11 by Pengyue Jia, Derong Xu, Jia, Pengyue +19 · 3 citations
Computer Science · #Speech and dialogue systems #Machine Learning and Algorithms #AI-based Problem Solving and Planning
- FenceMask: A Data Augmentation Approach for Pre-extracted Image Features
2020/06/14 by Pu Li, Li, Pu, Xiangyang Li +3 · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- MCPTox: A Benchmark for Tool Poisoning Attack on Real-World MCP Servers
2025/08/19 by Zhiqiang Wang, Wang, Zhiqiang, Yanting Wang +13 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Advanced Malware Detection Techniques
- Prompt Tuning as User Inherent Profile Inference Machine
2024/08/13 by Yusheng Lu, Lu, Yusheng, Zhaocheng Du +19 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Time Series Analysis and Forecasting
- FoodSky: A Food-oriented Large Language Model that Passes the Chef and Dietetic Examination
2024/06/11 by Zhou, Pengfei, Min, Weiqing, Fu, Chaoran +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method
2021/09/20 by Zeqian Ju, Ju, Zeqian, Peiling Lu +17 · 1 citation
Computer Science · #Music and Audio Processing #Topic Modeling #Natural Language Processing Techniques
- Game-TARS: Pretrained Foundation Models for Scalable Generalist Multimodal Game Agents
2025/10/27 by Wang, Zihao, Li, Xujing, Ye, Yining +24 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- A-VL: Adaptive Attention for Large Vision-Language Models
2024/09/23 by Junyang Zhang, Mu Yuan, Zhang, Junyang +13 · 2 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- SampleLLM: Optimizing Tabular Data Synthesis in Recommendations
2025/01/27 by Gao, Jingtong, Du, Zhaocheng, Li, Xiaopeng +5 · 3 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Plug-and-Play Document Modules for Pre-trained Models
2023/05/28 by Xiao, Chaojun, Zhang, Zhengyan, Han, Xu +7 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Instruction Fusion: Advancing Prompt Evolution through Hybridization
2023/12/25 by Guo, Weidong, Yang, Jiuding, Yang, Kaitong +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds
2025/11/12 by Tan, Weihao, Li, Xiangyang, Fang, Yunhao +11 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- CELA: Cost-Efficient Language Model Alignment for CTR Prediction
2024/05/17 by Xingmei Wang, Wang, Xingmei, Weiwen Liu +18 · 1 citation
Computer Science · #68T07 #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Humanity's Last Code Exam: Can Advanced LLMs Conquer Human's Hardest Code Competition?
2025/06/15 by Li, Xiangyang, Li, Xiaopeng, Dong, Kuicai +7 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables
2025/05/29 by Zhou, Pengfei, Liu, Yunlong, Liang, Junli +2 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants
2024/06/17 by Jiuding Yang, Weidong Guo, Yang, Jiuding +9 · 1 citation
Computer Science · Engineering · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Testing and Debugging Techniques #VLSI and Analog Circuit Testing
- KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs
2025/02/17 by Zhao, Qi, Yang, Hongyu, Song, Qi +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences