Wenjie Zhang

1. Seed-TTS: A Family of High-Quality Versatile Speech Generation Models
   2024/06/04 by Philip Anastassiou, Anastassiou, Philip, Jiawei Chen +89 · 147 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #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
2. A Survey of Community Search Over Big Graphs
   2019/04/29 by Yixiang Fang, Fang, Yixiang, Xin Huang +11 · 12 citations
   Computer Science · Physics and Astronomy · #Caching and Content Delivery #Complex Network Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Peer-to-Peer Network Technologies
3. Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
   2024/10/18 by Xingyu Tan, Xiaoyang Wang, Tan, Xingyu +9 · 27 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
4. Iterative Views Agreement: An Iterative Low-Rank based Structured Optimization Method to Multi-View Spectral Clustering
   2016/08/19 by Yang Wang, Wang, Yang, Wenjie Zhang +9 · 8 citations
   Computer Science · Engineering · #Advanced Clustering Algorithms Research #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Remote-Sensing Image Classification
5. SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation
   2024/05/16 by Yuwei Wan, Wan, Yuwei, Yixuan Liu +15 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. Ovis2.5 Technical Report
   2025/08/15 by Shiyin Lu, Yang Li, Lu, Shiyin +75 · 28 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Engineering Applied Research #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Bayesian Optimization Enhanced Deep Reinforcement Learning for Trajectory Planning and Network Formation in Multi-UAV Networks
   2022/12/27 by Shimin Gong, Meng Wang, Gong, Shimin +9 · 4 citations
   Computer Science · Engineering · #Advanced Technologies in Various Fields #Distributed Control Multi-Agent Systems #FOS: Electrical engineering #Systems and Control (eess.SY) #UAV Applications and Optimization #electronic engineering #information engineering
8. Efficient Unsupervised Community Search with Pre-trained Graph Transformer
   2024/03/26 by Jianwei Wang, Kai Wang, Wang, Jianwei +7 · 7 citations
   Computer Science · Physics and Astronomy · #Web Data Mining and Analysis #Text and Document Classification Technologies #Complex Network Analysis Techniques
9. Approximate Nearest Neighbor Search on High Dimensional Data --- Experiments, Analyses, and Improvement (v1.0)
   2016/10/08 by Wen Li, Ying Zhang, Li, Wen +9 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
10. HGMatch: A Match-by-Hyperedge Approach for Subgraph Matching on Hypergraphs
    2023/02/13 by Zhengyi Yang, Yang, Zhengyi, Wenjie Zhang +7 · 5 citations
    Computer Science · #Graph Theory and Algorithms #Software System Performance and Reliability #Advanced Graph Neural Networks
11. Neural Attributed Community Search at Billion Scale
    2024/03/26 by Jianwei Wang, Wang, Jianwei, Kai Wang +7 · 5 citations
    Computer Science · Neuroscience · #Expert finding and Q&A systems #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Social and Information Networks (cs.SI)
12. Efficient and Effective Community Search on Large-scale Bipartite Graphs
    2020/11/17 by Kai Wang, Wenjie Zhang, Wang, Kai +9 · 2 citations
    Computer Science · Physics and Astronomy · #Caching and Content Delivery #Complex Network Analysis Techniques #Peer-to-Peer Network Technologies
13. STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model
    2024/03/19 by Lincan Li, Li, Lincan, Hanchen Wang +5 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
14. How Multimodal Integration Boost the Performance of LLM for Optimization: Case Study on Capacitated Vehicle Routing Problems
    2024/03/04 by Yuxiao Huang, Huang, Yuxiao, Wenjie Zhang +7 · 4 citations
    Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Optimization and Packing Problems #Vehicle Routing Optimization Methods
15. Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching
    2022/01/25 by Hanchen Wang, Ying Zhang, Wang, Hanchen +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Network Packet Processing and Optimization
16. A Survey of Distributed Graph Algorithms on Massive Graphs
    2024/04/09 by Lingkai Meng, Yu Shao, Meng, Lingkai +17 · 4 citations
    Computer Science · #Advanced Graph Theory Research #Graph Theory and Algorithms #Optimization and Search Problems
17. Hypergraph Self-supervised Learning with Sampling-efficient Signals
    2024/04/18 by Li Fan, Li, Fan, Xiaoyang Wang +9 · 4 citations
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
18. Deep Overlapping Community Search via Subspace Embedding
    2024/04/23 by Qing Sima, Sima, Qing, Jianke Yu +9 · 4 citations
    Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Physical sciences #Human Mobility and Location-Based Analysis #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
19. High-Ratio Compression for Machine-Generated Data
    2023/11/23 by Jiujing Zhang, Zhang, Jiujing, Zhitao Shen +17 · 3 citations
    Computer Science · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Algorithms and Data Compression #Databases (cs.DB) #FOS: Computer and information sciences
20. Efficient Butterfly Counting for Large Bipartite Networks
    2018/12/01 by Kai Wang, Wang, Kai, Xuemin Lin +7 · 1 citation
    Computer Science · Physics and Astronomy · #Caching and Content Delivery #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Social and Information Networks (cs.SI)
21. Data-Centric Evolution in Autonomous Driving: A Comprehensive Survey of Big Data System, Data Mining, and Closed-Loop Technologies
    2024/01/23 by Lincan Li, Wei Shao, Li, Lincan +10 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Vehicle emissions and performance
22. Allogeneic adipose-derived stem cells promote ischemic muscle repair by inducing M2 macrophage polarization via the HIF-1α/IL-10 pathway
    2020/08/04 by Junchao Liu, Peng Qiu, Jinbao Qin +8 · 1 citation
23. DARWIN 1.5: Large Language Models as Materials Science Adapted Learners
    2024/12/16 by Tong Xie, Yuwei Wan, Xie, Tong +16 · 4 citations
    Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science
24. Exploring Cohesive Subgraphs with Vertex Engagement and Tie Strength in Bipartite Graphs
    2020/08/05 by Yizhang He, Kai Wang, He, Yizhang +7 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Caching and Content Delivery #Complex Network Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
25. PEFP: Efficient k-hop Constrained s-t Simple Path Enumeration on FPGA
    2020/12/21 by Zhengmin Lai, You Peng, Lai, Zhengmin +7 · 1 citation
    Computer Science · #Advanced Graph Theory Research #Caching and Content Delivery #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms
26. QUART-Online: Latency-Free Large Multimodal Language Model for Quadruped Robot Learning
    2024/12/20 by Xinyang Tong, Pengxiang Ding, Tong, Xinyang +21 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
27. A Survey and Experimental Analysis of Distributed Subgraph Matching
    2019/06/27 by Longbin Lai, Zhu Qing, Lai, Longbin +23 · 1 citation
    Computer Science · #Advanced Database Systems and Queries #Advanced Graph Neural Networks #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms
28. What is Wrong with End-to-End Learning for Phase Retrieval?
    2024/03/18 by Wenjie Zhang, Yuxiang Wan, Zhang, Wenjie +5 · 3 citations
    Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Nuclear Physics and Applications #Signal Processing (eess.SP) #X-ray Diffraction in Crystallography #electronic engineering #information engineering
29. Minimizing the Influence of Misinformation via Vertex Blocking
    2023/02/27 by Jiadong Xie, Fan Zhang, Xie, Jiadong +7 · 1 citation
    Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Social Media and Politics #Social and Information Networks (cs.SI) #Spam and Phishing Detection
30. On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message Passing
    2025/01/04 by Jianwei Wang, Wang, Jianwei, Kai Wang +9 · 5 citations
    Computer Science · #Neural Networks and Applications #Face and Expression Recognition #Image and Signal Denoising Methods
31. WISK: A Workload-aware Learned Index for Spatial Keyword Queries
    2023/02/28 by Yufan Sheng, Sheng, Yufan, Xin Cao +11 · 1 citation
    Computer Science · Social Sciences · #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
32. A Cu3BHT-Graphene van der Waals Heterostructure with Strong Interlayer Coupling
    2023/06/26 by Zhiyong Wang, Shuai Fu, Wang, Zhiyong +41 · 1 citation
    Materials Science · Physics and Astronomy · #2D Materials and Applications #Applied Physics (physics.app-ph) #FOS: Physical sciences #Graphene research and applications #Quantum and electron transport phenomena
33. Optimizing Large Model Training through Overlapped Activation Recomputation
    2024/06/13 by Ping Chen, Wenjie Zhang, Chen, Ping +22 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
34. From Tokens to Materials: Leveraging Language Models for Scientific Discovery
    2024/10/21 by Yuwei Wan, Tong Xie, Wan, Yuwei +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
35. Batch Hop-Constrained s-t Simple Path Query Processing in Large Graphs
    2023/12/03 by Long Yuan, Kongzhang Hao, Yuan, Long +5 · 1 citation
    Computer Science · #Advanced Graph Theory Research #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms
36. Efficient Influence Minimization via Node Blocking
    2024/05/21 by Jinghao Wang, Wang, Jinghao, Yanping Wu +11 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Cognitive Radio Networks and Spectrum Sensing #Databases (cs.DB) #FOS: Computer and information sciences #Security in Wireless Sensor Networks
37. AOT: Pushing the Efficiency Boundary of Main-memory Triangle Listing
    2020/06/20 by Michael Yu, Lu Qin, Yu, Michael +7 · 1 citation
    Computer Science · #Advanced Graph Theory Research #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms
38. HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning
    2025/05/23 by Xingyu Tan, Xiaoyang Wang, Tan, Xingyu +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
39. Interpretable Column Annotation with LLM-Symbolized Decision Process Materialization
    2026/07/28 by Mengqi Wang, Jianwei Wang, Qing Liu +5
    #cs.CL