Tong Zhao
- LLaGA: Large Language and Graph Assistant
2024/02/13 by Runjin Chen, Tong Zhao, Chen, Runjin +6 · 32 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
- Retrieval-Augmented Generation with Graphs (GraphRAG)
2024/12/31 by Haoyu Han, Han, Haoyu, Yu Wang +32 · 38 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning and Algorithms #DNA and Biological Computing
- Data Augmentation for Graph Neural Networks
2020/06/11 by Tong Zhao, Zhao, Tong, Yozen Liu +9 · 11 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Machine Learning and ELM
- GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation
2023/10/01 by Mingxuan Ju, Tong Zhao, Ju, Mingxuan +7 · 7 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- REAL: Resilience and Adaptation using Large Language Models on Autonomous Aerial Robots
2023/11/02 by Andrea Tagliabue, Tagliabue, Andrea, Kondo, Kota +8 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Coarse-to-Fine Sparse Sequential Recommendation
2022/04/04 by Jiacheng Li, Li, Jiacheng, Tong Zhao +13 · 4 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
- Learning from Counterfactual Links for Link Prediction
2021/06/03 by Tong Zhao, Gang Liu, Zhao, Tong +7 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Link Prediction with Non-Contrastive Learning
2022/11/25 by William Shiao, Shiao, William, Zhichun Guo +9 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts
2022/03/14 by Wenhao Yu, Chenguang Zhu, Yu, Wenhao +9 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning
2024/06/24 by Jing Zhu, Zhu, Jing, Yuhang Zhou +11 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization
2022/09/30 by Xiaotian Han, Tong Zhao, Han, Xiaotian +7 · 2 citations
Computer Science · Engineering · Materials Science · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Social and Information Networks (cs.SI)
- Data-Centric Learning from Unlabeled Graphs with Diffusion Model
2023/03/17 by Gang Liu, Eric Inae, Liu, Gang +9 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Machine Learning and Data Classification
- Enhancing Item Tokenization for Generative Recommendation through Self-Improvement
2024/12/22 by Runjin Chen, Chen, Runjin, Mingxuan Ju +16 · 5 citations
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning
- CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models
2023/12/06 by Hailin Zhang, Zirui Liu, Zhang, Hailin +11 · 2 citations
Computer Science · #Recommender Systems and Techniques #Generative Adversarial Networks and Image Synthesis #Topic Modeling
- RLEKF: An Optimizer for Deep Potential with Ab Initio Accuracy
2022/12/14 by Siyu Hu, Hu, Siyu, Wentao Zhang +13 · 2 citations
Computer Science · Engineering · Earth and Planetary Sciences · #Target Tracking and Data Fusion in Sensor Networks #Inertial Sensor and Navigation #Geophysical and Geoelectrical Methods
- RoadBEV: Road Surface Reconstruction in Bird's Eye View
2024/04/09 by Tong Zhao, Zhao, Tong, Lei Yang +9 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Should We Learn Contact-Rich Manipulation Policies from Sampling-Based Planners?
2024/12/12 by Huaijiang Zhu, Tong Zhao, Zhu, Huaijiang +11 · 3 citations
Computer Science · Decision Sciences · Social Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Open Source Software Innovations #Psychology of Social Influence #Robotics (cs.RO)
- IceBerg: Debiased Self-Training for Class-Imbalanced Node Classification
2025/02/10 by Zhixun Li, Li, Zhixun, Dingshuo Chen +13 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- 29-Billion Atoms Molecular Dynamics Simulation With Ab Initio Accuracy on 35 Million Cores of New Sunway Supercomputer
2025/02/11 by Xun Wang, Xiangyu Meng, Zhuoqiang Guo +8 · 2 citations
Physics and Astronomy · Computer Science · #Radiation Detection and Scintillator Technologies #Parallel Computing and Optimization Techniques #Nuclear physics research studies
- Graph Transformers for Large Graphs
2023/12/18 by Vijay Prakash Dwivedi, Yozen Liu, Dwivedi, Vijay Prakash +9 · 1 citation
Computer Science · Engineering · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Smart Cities and Technologies
- Towards Neural Scaling Laws on Graphs
2024/02/03 by Jingzhe Liu, Haitao Mao, Liu, Jingzhe +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Improving Out-of-Vocabulary Handling in Recommendation Systems
2024/03/27 by William Shiao, Shiao, William, Mingxuan Ju +13 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
- On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective
2025/05/16 by Donald Loveland, Mingxuan Ju, Loveland, Donald +7 · 3 citations
Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Mobile Crowdsensing and Crowdsourcing
- Is Linear Feedback on Smoothed Dynamics Sufficient for Stabilizing Contact-Rich Plans?
2024/11/10 by Yuki Shirai, Shirai, Yuki, Tong Zhao +12 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #Dynamics and Control of Mechanical Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
- A Counterintuitive Correlation Between Neutron-Star Radii Inferred from Pulse Modeling and Surface Emission Beaming
2024/12/16 by Tong Zhao, Zhao, Tong, Dimitrios Psaltis +3 · 1 citation
Physics and Astronomy · Engineering · #Nuclear Physics and Applications #Pulsars and Gravitational Waves Research #Geophysics and Sensor Technology
- GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems
2024/12/23 by Xinyi Wu, Donald Loveland, Wu, Xinyi +17 · 1 citation
Computer Science · Physics and Astronomy · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Complex Network Analysis Techniques
- ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness
2025/03/11 by Ce Guo, Tong Zhao, Guo, Ce +1 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Embedded Systems Design Techniques #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #I.2.2 #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
- Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics
2025/03/30 by Jing Zhu, Zhu, Jing, Mingxuan Ju +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- Beyond Fixed Depths and Widths: Optimizing Textual Decoding Tries in LLM-based Generative Recommendation
2026/07/18 by Jingzhe Liu, Hanbing Wang, Jiliang Tang +4
#cs.IR
- EGR: Embedding-Native Generative Retrieval with a Shared LLM
2026/07/25 by Xiaodong Liu, Congfei Zhang, Hsiang-wei Chao +13
#cs.IR
- OPOD: On-Policy Omni Distillation
2026/07/23 by Tong Zhao, Yuyang Hu, Reed Li +5
#cs.AI