Search Results - "Yizhou Sun"

A survey of heterogeneous information network analysis by Chuan Shi, Yitong Li, Jiawei Zhang, Yizhou Sun, Yu, Philip S.

“…Most real systems consist of a large number of interacting, multi-typed components, while most contemporary researches model them as homogeneous information…”
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Finding key players in complex networks through deep reinforcement learning by Fan, Changjun, Zeng, Li, Sun, Yizhou, Liu, Yang-Yu

“…Finding an optimal set of nodes, called key players, whose activation (or removal) would maximally enhance (or degrade) a certain network functionality, is a…”
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Searching for spin glass ground states through deep reinforcement learning by Fan, Changjun, Shen, Mutian, Nussinov, Zohar, Liu, Zhong, Sun, Yizhou, Liu, Yang-Yu

“…Spin glasses are disordered magnets with random interactions that are, generally, in conflict with each other. Finding the ground states of spin glasses is not…”
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Network properties determine neural network performance by Jiang, Chunheng, Huang, Zhenhan, Pedapati, Tejaswini, Chen, Pin-Yu, Sun, Yizhou, Gao, Jianxi

“…Machine learning influences numerous aspects of modern society, empowers new technologies, from Alphago to ChatGPT, and increasingly materializes in consumer…”
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Reply to: Deep reinforced learning heuristic tested on spin-glass ground states: The larger picture by Fan, Changjun, Shen, Mutian, Nussinov, Zohar, Liu, Zhong, Sun, Yizhou, Liu, Yang-Yu

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A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models by Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han

“…Ensemble learning has emerged as a powerful method for combining multiple models. Well-known methods, such as bagging, boosting, and model averaging, have been…”
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Co-Evolution of Multi-Typed Objects in Dynamic Star Networks by Yizhou Sun, Jie Tang, Jiawei Han, Cheng Chen, Gupta, Manish

“…Mining network evolution has emerged as an intriguing research topic in many domains such as data mining, social networks, and machine learning. While a bulk…”
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Multi-object detection at night for traffic investigations based on improved SSD framework by Zhang, Qiang, Hu, Xiaojian, Yue, Yutao, Gu, Yanbiao, Sun, Yizhou

“…Despite significant progress in vision-based detection methods, the task of detecting traffic objects at night remains challenging. Visual information of…”
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Monotonic uplift behavior of anchored pier foundations in soil overlying rock by Sun, Yizhou, Sun, Honglei, Tang, Chong, Cai, Yuanqiang, Pan, Feng

“…Rock-embedded foundations with good uplift and bearing capacity are often used in mountains or hilly areas. However, there are soil layers with a certain…”
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Effects of Ultrasound Combined with Preheating Treatment to Improve the Thermal Stability of Coconut Milk by Modifying the Physicochemical Properties of Coconut Protein by Sun, Yizhou, Chen, Haiming, Chen, Wenxue, Zhong, Qiuping, Zhang, Ming, Shen, Yan

“…In the food industry, coconut milk has a unique flavor and rich nutritional value. However, the poor emulsifying properties of coconut proteins restrict its…”
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Calculation Method of Uplift Capacity of Pile-Anchor Composite Foundation and Influence of Parameters by SUN Yizhou, SUN Honglei, CAI Yuanqiang

“…In view of the extensive geology of overlying soil and underlying rock in mountainous areas, a pile-anchor composite foundation has been used in transmission…”
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Detecting political biases of named entities and hashtags on Twitter by Xiao, Zhiping, Zhu, Jeffrey, Wang, Yining, Zhou, Pei, Lam, Wen Hong, Porter, Mason A., Sun, Yizhou

“…Ideological divisions in the United States have become increasingly prominent in daily communication. Accordingly, there has been much research on political…”
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Nutrient comparisons among the noble scallops Chlamys nobilis with three different shell colours to provide advices for consumers to choose high-quality food by He, Cheng, Ye, Ting, Zeng, Junxi, Zhang, Hongkuan, Sun, Yizhou, Zhang, Chuanxu, He, Xianqing, Qiu, Jiale, Zheng, Huaiping

“…Introduction In aquatic animals, colors not only reflect their sensory qualities but also affect their nutritional components and market price. Noble scallop…”
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Requirements for and Barriers to Rehabilitation Services for Children With Disabilities in Middle- and High-Income Countries: Scoping Review by Xie, Yijun, Wu, Jing, Li, Yao, Liu, Hui, Peng, Yanyan, Zhou, Ping, Sun, Yizhou, Kang, Luyan, Jiang, Chenghua, Wu, Hengjing

“…The rehabilitation of children with disabilities has received considerable attention from the United Nations. However, the state of rehabilitation services for…”
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Prediction of systemic lupus erythematosus-related genes based on graph attention network and deep neural network by Fang, Fang, Sun, Yizhou

“…Systemic lupus erythematosus (SLE) is an autoimmune disorder intricately linked to genetic factors, with numerous approaches having identified genes linked to…”
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Reciprocal recommendation system for online dating by Peng Xia, Benyuan Liu, Yizhou Sun, Chen, Cindy

“…Online dating sites have become popular platforms for people to look for potential romantic partners. Different from traditional user-item recommendations…”
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Heterogeneous Network Representation Learning: A Unified Framework With Survey and Benchmark by Yang, Carl, Xiao, Yuxin, Zhang, Yu, Sun, Yizhou, Han, Jiawei

“…Since real-world objects and their interactions are often multi-modal and multi-typed, heterogeneous networks have been widely used as a more powerful,…”
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Mining Knowledge from Data: An Information Network Analysis Approach by Jiawei Han, Yizhou Sun, Xifeng Yan, Yu, P. S.

“…Most objects and data in the real world are interconnected, forming complex, heterogeneous but often semistructured information networks. However, many…”
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Co-author Relationship Prediction in Heterogeneous Bibliographic Networks by Yizhou Sun, Barber, R., Gupta, M., Aggarwal, C. C., Jiawei Han

“…The problem of predicting links or interactions between objects in a network, is an important task in network analysis. Along this line, link prediction…”
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Predicting Links in Multi-relational and Heterogeneous Networks by Yang Yang, Chawla, N., Yizhou Sun, Jiawei Hani

“…Link prediction is an important task in network analysis, benefiting researchers and organizations in a variety of fields. Many networks in the real world, for…”
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