Yu Shi
- Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
2024/02/27 by Jiaqi Zhai, Lucy Liao, Zhai, Jiaqi +22 · 4 voices · 68 citations
Computer Science · #cs.LG #cs.IR
- Florence: A New Foundation Model for Computer Vision
2021/11/22 by Lu Yuan, Yuan, Lu, Dongdong Chen +43 · 47 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures
2024/05/08 by Han Yang, Yang, Han, Chenxi Hu +44 · 1 voice · 61 citations
Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Nuclear Physics and Applications #cond-mat.mtrl-sci
- Scalable emulation of protein equilibrium ensembles with generative deep learning
2024/12/05 by Sarah Lewis, Tim Hempel, José Jiménez-Luna +23 · 2 voices · 50 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · #Protein Structure and Dynamics #Scientific Computing and Data Management
- Few-Shot Generative Conversational Query Rewriting
2020/06/09 by Yu Shi, Jiahua Liu, Yu, Shi +11 · 5 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data
2023/05/31 by Xinze Li, Zhenghao Liu, Li, Xinze +11 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In
2023/05/27 by Zichun Yu, Yu, Zichun, Chenyan Xiong +5 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
2025/02/11 by Yingce Xia, Peiran Jin, Xia, Yingce +89 · 1 voice · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
2024/10/17 by Xinze Li, Sen Mei, Li, Xinze +21 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research
- Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
2024/02/29 by Tony C. W. Mok, Mok, Tony C. W., Zi Li +21 · 4 citations
Computer Science · Engineering · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- Code-Switching Text Generation and Injection in Mandarin-English ASR
2023/03/20 by Haibin Yu, Yu, Haibin, Yuxuan Hu +17 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
- mvn2vec: Preservation and Collaboration in Multi-View Network Embedding
2018/01/19 by Yu Shi, Shi, Yu, Fangqiu Han +11 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Social and Information Networks (cs.SI)
- ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance
2025/02/24 by Sijia Yao, Peng Huang, Yao, Sijia +10 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Semantic Web and Ontologies #Topic Modeling
- Craw4LLM: Efficient Web Crawling for LLM Pretraining
2025/02/19 by Shi Yu, Yu Shi, Zhiyuan Liu +4 · 2 voices · 3 citations
Computer Science · #Web Data Mining and Analysis #Algorithms and Data Compression #Advanced Data Storage Technologies
- CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search
2020/11/03 by Chenyan Xiong, Zhenghao Liu, Xiong, Chenyan +17 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression
2024/02/25 by Xinze Li, Zhenghao Liu, Li, Xinze +11 · 2 citations
Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods
- ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling
2024/02/21 by Zhipeng Xu, Xu, Zhipeng, Zhenghao Liu +15 · 2 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #Experimental Learning in Engineering #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Teaching and Learning Programming
- Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning
2023/06/08 by Shuxin Zheng, Jiyan He, Zheng, Shuxin +33 · 2 citations
Materials Science · Biochemistry, Genetics and Molecular Biology · Computer Science · #Machine Learning in Materials Science #Protein Structure and Dynamics #Computational Drug Discovery Methods
- Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition
2021/12/10 by Kenichi Kumatani, Robert Gmyr, Kumatani, Kenichi +13 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
- i-Code: An Integrative and Composable Multimodal Learning Framework
2022/05/03 by Ziyi Yang, Yang, Ziyi, Yuwei Fang +37 · 1 citation
Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Subtitles and Audiovisual Media
- LIDIA: Precise Liver Tumor Diagnosis on Multi-Phase Contrast-Enhanced CT via Iterative Fusion and Asymmetric Contrastive Learning
2024/07/18 by Wei Huang, Huang, Wei, Wei Liu +21 · 2 citations
Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Realizing Scaling Laws in Recommender Systems: A Foundation-Expert Paradigm for Hyperscale Model Deployment
2025/08/04 by Dai Li, Kevin Course, Li, Dai +29 · 2 citations
#cs.IR #cs.AI #cs.LG
- MatterSim-MT: A multi-task foundation model for in silico materials characterization
2026/05/08 by Han Yang, Xixian Liu, Chenxi Hu +25 · 1 voice
Physics and Astronomy · #cond-mat.mtrl-sci
- Breaking the Curse of Quality Saturation with User-Centric Ranking
2023/05/24 by Zhuokai Zhao, Zhao, Zhuokai, Yang Yang +13 · 1 citation
Computer Science · #Recommender Systems and Techniques #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications
- Navigating the Alpha Jungle: An LLM-Powered MCTS Framework for Formulaic Factor Mining
2025/05/16 by Yu Shi, Shi, Yu, Li J +2 · 4 citations
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #Stock Market Forecasting Methods
- HAFix: History-Augmented Large Language Models for Bug Fixing
2025/01/15 by Yu Shi, Shi, Yu, Abdul Ali Bangash +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
- Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
2024/10/14 by Yu‐Xuan Ren, Ren, Yuxuan, Chang Liu +15 · 1 citation
Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
2025/04/04 by Yu Shi, Shi, Yu-Zhe, Mingchen Liu +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning and Algorithms #Robotics (cs.RO) #Software Testing and Debugging Techniques
- Regular Black Hole Formation and Gamma-Ray Burst from Matter Conversion
2026/07/18 by Vitalii Vertogradov, Zhanna Kuznetsova, Yu Shi
#gr-qc
- Integrated transcriptomic and metabolomic analysis revealed the effect of blue light and nano-silicon co-treatment regulates nutritional quality in Chinese cabbage
2026/07/22 by Ruixing Zhang, Yizhe Feng, Qianqian He +4
- WHALE: A Scalable Unified Model for Recommendation with Wukong-HSTU Architecture
2026/07/19 by Renqin Cai, Dawei Sun, Yuanjun Yao +8
#cs.IR #cs.AI #cs.LG
- Acute Physiological and Perceptual Responses to Decreasing-Distance Versus Constant-Distance HIIT in Elite Male Speed Skaters
2026/07/16 by Zhonghe Yang, Fan Peng, Junlei Lin +4